129 results on '"93c20"'
Search Results
2. Exact Controllability for the Wave Equation on a Graph with Cycle and Delta-Prime Vertex Conditions
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Avdonin, Sergei, Edward, Julian, and Leugering, Gunter
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Optimization and Control (math.OC) ,FOS: Mathematics ,93C20 ,Mathematics - Optimization and Control - Abstract
Exact controllability for the wave equation on a metric graph consisting of a cycle and two attached edges is proven. One boundary and one internal control are used. At the internal vertices, delta-prime conditions are satisfied. As a second example, we examine a tripod controlled at the root and the junction, while the leaves are fixed. These examples are key to understanding controllability properties in general metric graphs.
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- 2022
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3. ON THE CONTROLLABILITY OF A SYSTEM COUPLING KURAMOTO-SIVASHINSKY-KORTEWEG-DE VRIES AND TRANSPORT EQUATIONS
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Majumdar, Subrata, Kumar, Manish, and Subrata, Majumdar
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35M33 ,biorthogonal family ,transport equation ,93C20 ,30E05 Parabolic-hyperbolic coupled system ,Kuramoto-Sivashinsky-Korteweg-de Vries equation ,[MATH] Mathematics [math] ,June 15 ,2022. 2020 Mathematics Subject Classification. 93B05 ,moment method ,null controllability - Abstract
In this paper, we study the null controllability of a coupled parabolic-hyperbolic system in one dimension with a single control using the moment method. More precisely, we consider a system coupling Kuramoto-Sivanshinsky-Korteweg-de Vries equation and transport equation through first order derivatives. We explore the null controllability of four different control systems with the control acting either on the periodic boundary or in some open subset of the interior of the domain with periodic boundary conditions. Depending on the position of the control, we get some regular periodic Sobolev space as the space of initial data for which the null controllability holds, provided the time is sufficiently large.
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- 2022
4. Turnpike in Lipschitz-nonlinear optimal control
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Esteve, Carlos, Geshkovski, Borjan, Pighin, Dario, Zuazua, Enrique, Universidad Autonoma de Madrid (UAM), and Geshkovski, Borjan
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[INFO.INFO-SY] Computer Science [cs]/Systems and Control [cs.SY] ,Turnpike ,[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC] ,Systems and Control (eess.SY) ,Electrical Engineering and Systems Science - Systems and Control ,93C15 ,Stabilization ,Optimal control ,Mathematics - Analysis of PDEs ,Optimization and Control (math.OC) ,FOS: Mathematics ,FOS: Electrical engineering, electronic engineering, information engineering ,Nonlinear systems ,34H15 ,93C20 ,[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY] ,Deep learning AMS Subject Classification. 34H05 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,[MATH.MATH-AP] Mathematics [math]/Analysis of PDEs [math.AP] ,Mathematics - Optimization and Control ,Analysis of PDEs (math.AP) - Abstract
We present a new proof of the turnpike property for nonlinear optimal control problems, when the running target is a steady control-state pair of the underlying dynamics. Our strategy combines the construction of suboptimal quasi-turnpike trajectories via controllability, and a bootstrap argument, and does not rely on analyzing the optimality system or linearization techniques. This in turn allows us to address several optimal control problems for finite-dimensional, control-affine systems with globally Lipschitz (possibly nonsmooth) nonlinearities, without any smallness conditions on the initial data or the running target. These results are motivated by the large-layer regime of residual neural networks, commonly used in deep learning applications. We show that our methodology is applicable to controlled PDEs as well, such as the semilinear wave and heat equation with a globally Lipschitz nonlinearity, once again without any smallness assumptions.
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- 2021
5. Optimal control of a viscous generalized θ-type dispersive equation with weak dissipation
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Guobing Fan and Zhifeng Yang
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35d40 ,General Mathematics ,49l25 ,MathematicsofComputing_GENERAL ,Type (model theory) ,01 natural sciences ,Dispersive partial differential equation ,optimal control ,35q53 ,QA1-939 ,0101 mathematics ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) ,Geometry and topology ,viscous generalized θ-type dispersive equation ,Mathematics ,weak dissipation ,010102 general mathematics ,Mathematical analysis ,weak solution ,Dissipation ,Optimal control ,010101 applied mathematics ,93c20 ,ComputingMethodologies_DOCUMENTANDTEXTPROCESSING ,49j20 ,existence and uniqueness - Abstract
In this paper, we investigate the problem for optimal control of a viscous generalized θ \theta -type dispersive equation (VG θ \theta -type DE) with weak dissipation. First, we prove the existence and uniqueness of weak solution to the equation. Then, we present the optimal control of a VG θ \theta -type DE with weak dissipation under boundary condition and prove the existence of optimal solution to the problem.
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- 2020
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6. Coarse-grained and Emergent Distributed Parameter Systems from Data
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Felix P. Kemeth, Ioannis G. Kevrekidis, Hassan Arbabi, and Tom Bertalan
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FOS: Computer and information sciences ,Computer Science - Machine Learning ,Variables ,Partial differential equation ,Artificial neural network ,Computer science ,media_common.quotation_subject ,Diffusion map ,Nonlinear dimensionality reduction ,FOS: Physical sciences ,Machine Learning (stat.ML) ,Computational Physics (physics.comp-ph) ,Similarity measure ,Machine Learning (cs.LG) ,Parameter identification problem ,Statistics - Machine Learning ,Distributed parameter system ,Physics - Data Analysis, Statistics and Probability ,93C20 ,Physics - Computational Physics ,Algorithm ,Data Analysis, Statistics and Probability (physics.data-an) ,media_common - Abstract
We explore the derivation of distributed parameter system evolution laws (and in particular, partial differential operators and associated partial differential equations, PDEs) from spatiotemporal data. This is, of course, a classical identification problem; our focus here is on the use of manifold learning techniques (and, in particular, variations of Diffusion Maps) in conjunction with neural network learning algorithms that allow us to attempt this task when the dependent variables, and even the independent variables of the PDE are not known a priori and must be themselves derived from the data. The similarity measure used in Diffusion Maps for dependent coarse variable detection involves distances between local particle distribution observations; for independent variable detection we use distances between local short-time dynamics. We demonstrate each approach through an illustrative established PDE example. Such variable-free, emergent space identification algorithms connect naturally with equation-free multiscale computation tools., Comment: specified the corresponding author
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- 2021
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7. Linear Quadratic Gaussian Synthesis for a Heated/Cooled Rod Using Point Actuation and Point Sensing
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Arthur J Krener and Naval Postgraduate School (U.S.)
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Optimization and Control (math.OC) ,FOS: Mathematics ,93C20 ,Mathematics - Optimization and Control - Abstract
We consider a rod that is heated/cooled and sensed at multiple point locations. To stabilize it to a constant temperature we set up a Linear Quadratic Regulator that we explicitly solve by the method of completing the square to find the optimal linear state feedback for the point actuators. But we don’t assume that the whole state is measurable so we construct an infinite dimensional Kalman filter to estimate the whole state from a finite number of noisy point measurements. These two components yield a Linear Quadratic Gaussian (LQG) Synthesis for the heat equation under point actuation and point sensing. AFOSR FA9550-20-1-0318
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- 2021
8. Boundary null-controllability of some multi-dimensional linear parabolic systems by the moment method
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Boyer, Franck, Olive, Guillaume, Institut de Mathématiques de Toulouse UMR5219 (IMT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Institut Universitaire de France (IUF), Ministère de l'Education nationale, de l’Enseignement supérieur et de la Recherche (M.E.N.E.S.R.), Faculty of Mathematics and Computer Science of the Jagiellonian University, Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Toulouse 1 Capitole (UT1), and Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3)
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35K90 ,93C20 ,30E05 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,47A80 ,93C25 ,2010 Mathematics Subject Classification. 93B05 - Abstract
In this article we study the null controllability of some abstract linear parabolic systems in tensor product spaces. This special structure allows us to reduce our controllability problem to a particular set of equations that looks like a moment problem, but that does not fall into the previous existing results of the literature. We transform this non standard moment problem into an infinite family of more usual moment problems, yet coupled one from each other. This reformulation is done with enough care to ensure that the resulting set of equations can be solved, with suitable estimates, by using the recent "block moment method". This is based on a careful analysis of the spectral structure of the underlying operator. We notably apply our abstract result to show how strong the influence of geometry can be: we provide an example of boundary controlled parabolic system on a rectangle domain which is null controllable in arbitrary small time if two perpendicular faces of the boundary are controlled, whereas it is never null controllable if the control acts on only one face.
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- 2021
9. Controllability of one-dimensional viscous free boundary flows
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Enrique Zuazua, Borjan Geshkovski, Universidad Autonoma de Madrid (UAM), Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), Deusto Institute of Technology (DeustoTech), University of Deusto, Universidad de Deusto (DEUSTO), UAM. Departamento de Matemáticas, and Geshkovski, Borjan
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Controllability ,0209 industrial biotechnology ,Work (thermodynamics) ,Control and Optimization ,Matemáticas ,Boundary (topology) ,[MATH] Mathematics [math] ,02 engineering and technology ,01 natural sciences ,Physics::Fluid Dynamics ,020901 industrial engineering & automation ,Free boundary problem ,93C20 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,[MATH.MATH-AP] Mathematics [math]/Analysis of PDEs [math.AP] ,0101 mathematics ,[MATH]Mathematics [math] ,Mathematics ,Viscous Burgers equation ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC] ,viscous Burgers equation AMS Subject Classification 93B05 ,Burgers' equation ,free boundary problem ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,35Q35 ,35R35 - Abstract
In this work, we address the local controllability of a one-dimensional free boundary problem for a fluid governed by the viscous Burgers equation. The free boundary manifests itself as one moving end of the interval, and its evolution is given by the value of the fluid velocity at this endpoint. We prove that, by means of a control actuating along the fixed boundary, we may steer the fluid to constant velocity in addition to prescribing the free boundary's position, provided the initial velocities and interface positions are close enough, This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No.765579-ConFlex. E.Z. has received funding from the Alexander von Humboldt-Professorship program, the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement NO. 694126-DyCon), the Transregio 154 Project “Mathematical Modelling, Simulation and Optimization Using the Example of Gas Networks” of the German DFG, grant MTM2017-92996-C2-1-R COSNET of MINECO (Spain) and by the Air Force Office of Scientific Research (AFOSR) under Award NO. FA9550-18-1-0242
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- 2021
10. Approximation Methods for Geometric Regulation
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Aulisa, Eugenio and Gilliam, David S.
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Optimization and Control (math.OC) ,FOS: Mathematics ,FOS: Electrical engineering, electronic engineering, information engineering ,93C20 ,Systems and Control (eess.SY) ,Mathematics - Optimization and Control ,Electrical Engineering and Systems Science - Systems and Control - Abstract
In these notes we collect some results from several of the authors' works in order to make available a single source and show how the approximate geometric methods for regulation have been developed, and how the control design strategy has evolved from the theoretical methods, involving the regulator equations, to what we now call the regularized controller. In between these two extremes we developed, in a series of works, a fairly rigorous analysis of the regularization scheme leading to the regularized dynamic regulator equations and an iterative scheme that produces very accurate tracking and disturbance rejection control laws. In our most recent work we have extended dynamic regulator equations to what we now refer to as the regularized controller. This new formulation has only recently being applied to examples including linear and nonlinear delay equations., 27 pages, 1 figure
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- 2021
11. State-constrained controllability of linear reaction-diffusion systems
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Pierre Lissy, Clément Moreau, CEntre de REcherches en MAthématiques de la DEcision (CEREMADE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), EDF (EDF), Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS), Research Institute for Mathematical Sciences (RIMS), Kyoto University [Kyoto], P. L. is partially supported by the ANR TRECOS funding (ANR-20-CE40-0009)., and ANR-20-CE40-0009,TRECOS,Nouvelles directions en contrôle et stabilisation: Contraintes et termes non-locaux(2020)
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0209 industrial biotechnology ,Control and Optimization ,Diagonal ,Optimisation and Calculus of Variations 2020 Mathematics Subject Classification. 35K40 ,02 engineering and technology ,01 natural sciences ,controllability ,Mathematics - Analysis of PDEs ,020901 industrial engineering & automation ,Control theory ,Reaction–diffusion system ,Control ,93C20 ,Applied mathematics ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,state-constrained controllability ,0101 mathematics ,Diffusion (business) ,[MATH]Mathematics [math] ,Mathematics - Optimization and Control ,Eigenvalues and eigenvectors ,Mathematics ,35K40, 35K57, 93B05, 93C20 ,010102 general mathematics ,parabolic equations ,State (functional analysis) ,Parabolic partial differential equation ,93B05 ,Constraint (information theory) ,Controllability ,Computational Mathematics ,Control and Systems Engineering ,35K57 ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] - Abstract
We study the controllability of a coupled system of linear parabolic equations, with non-negativity constraint on the state. We establish two results of controllability to trajectories in large time: one for diagonal diffusion matrices with an "approximate" nonnegativity constraint, and a another stronger one, with "exact" nonnegativity constraint, when all the diffusion coefficients are equal and the eigenvalues of the coupling matrix have nonnegative real part. The proofs are based on a "staircase" method. Finally, we show that state-constrained controllability admits a positive minimal time, even with weaker unilateral constraint on the state., Comment: 20 pages
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- 2021
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12. Boundary controllability of a simplified stabilized Kuramoto-Sivashinsky system
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Hernández-Santamaría, Víctor, Mercado, Alberto, Visconti, Piero, Universidad Nacional Autónoma de México (UNAM), Universidad Tecnica Federico Santa Maria [Valparaiso] (UTFSM), and ANR-11-LABX-0040,CIMI,Centre International de Mathématiques et d'Informatique (de Toulouse)(2011)
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source term method AMS subject classifications: 93B05 ,boundary controllability ,93C20 ,parabolic system ,35K41 ,[MATH]Mathematics [math] - Abstract
In this paper, we study the controllability of a nonlinear system of coupled second-and fourth-order parabolic equations. This system can be regarded as a simplification of the wellknown stabilized Kuramoto-Sivashinsky system. Using only one control applied on the boundary of the second-order equation, we prove that the local-null controllability of the system holds if the diffusion coefficient of the second-order equation is a quadratic irrational number.
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- 2020
13. Topology Optimization for Steady-state anisothermal flow targeting solid with piecewise constant thermal diffusivity
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Alexandre Vieira, Alain Bastide, Pierre-Henri Cocquet, Physique et Ingénierie Mathématique pour l'Énergie, l'environnemeNt et le bâtimenT (PIMENT), Université de La Réunion (UR), and Vieira, Alexandre
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[PHYS.PHYS.PHYS-FLU-DYN]Physics [physics]/Physics [physics]/Fluid Dynamics [physics.flu-dyn] ,Anisothermal flows ,Control and Optimization ,65K99 ,49Q10 ,Applied Mathematics ,[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC] ,[PHYS.PHYS.PHYS-FLU-DYN] Physics [physics]/Physics [physics]/Fluid Dynamics [physics.flu-dyn] ,Multi-materials ,93C20 ,Topology optimization ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,93C20, 49Q10, 65K99 ,Navier-Stokes equations - Abstract
International audience; Several engineering problems result in a PDE-constrained optimization problem that aims at finding the shape of a solid inside a fluid which minimizes a given cost function. These problems are categorized as Topology Optimization (TO) problems. In order to tackle these problems, the solid may be located with a penalization term added in the constraints equations that vanishes in fluid regions and becomes large in solid regions. This paper addresses a TO problem for anisothermal flows modelled by the steady-state incompressible Navier-Stokessystem coupled to an energy equation, with mixed boundary conditions, under the Boussinesq approximation. We first prove the existence and uniqueness of a solution to these equations as well as the convergence of its finite element discretization. Next, we show that our TO problem has at least one optimal solution for cost functions that satisfy general assumptions. The convergence of discrete optimum toward the continuous one is then proved as well as necessary first order optimality conditions. Eventually, all these results let us design a numerical algorithm to solve a TO problem approximating solids with piecewise constant thermal diffusivities also refered as multi-materials. A physical problem solved numericallyfor varying parameters concludes this paper.
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- 2020
14. A general and optimal stability result for a laminated beam
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Salim A. Messaoudi, Soh Edwin Mukiawa, and Tijani A. Apalara
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laminated beam ,Numerical Analysis ,Polynomial ,Applied Mathematics ,35B40 ,Mathematical analysis ,74F05 ,Function (mathematics) ,93D15 ,Stability (probability) ,Exponential function ,thermoelasticity ,Thermoelastic damping ,93D20 ,93C20 ,optimal decay ,Relaxation (approximation) ,general decay ,Rotation (mathematics) ,Energy (signal processing) ,Mathematics - Abstract
We consider a thermoelastic laminated beam with a finite memory acting on the effective rotation angle. We establish an explicit and optimal stability estimate for the solution energy with minimal conditions on the relaxation function, from which the exponential and polynomial stability are just particular cases. This new result improves substantially many earlier results in the literature.
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- 2020
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15. Exponential Stability for the Schlogl System by Pyragas Feedback
- Author
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Martin Gugat, Fredi Tröltzsch, and Mariano Mateos
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delay differential equations ,exponential stability ,General Mathematics ,500 Naturwissenschaften und Mathematik::510 Mathematik::510 Mathematik ,Boundary (topology) ,Robin feedback ,Type (model theory) ,Exponential stability ,stabilization of desired orbits ,93C20 ,Applied mathematics ,ddc:510 ,parabolic partial differential equation ,periodic operation ,Mathematics ,49J20 ,Lyapunov function ,Partial differential equation ,Poincaré–Friedrichs inequality ,State (functional analysis) ,boundary feedback ,Nonlinear system ,93B52 ,Periodic orbits ,stabilization of periodic orbits ,Closed loop - Abstract
The Schlögl system is governed by a nonlinear reaction-diffusion partial differential equation with a cubic nonlinearity. In this paper, feedback laws of Pyragas-type are presented that stabilize the system in a periodic state with a given period and given boundary traces. We consider the system both with boundary feedback laws of Pyragas type and distributed feedback laws of Pyragas and classical type. Stabilization to periodic orbits is important for medical applications that concern Parkinson’s disease. The exponential stability of the closed loop system with respect to the L2-norm is proved. Numerical examples are provided.
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- 2020
16. Carleman estimates and null controllability of a class of singular parabolic equations
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Chunpeng Wang, Jürgen Eichhorn, Qiang Liu, and Runmei Du
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QA299.6-433 ,Class (set theory) ,Pure mathematics ,carleman estimate ,010102 general mathematics ,Null (mathematics) ,Mathematics::Analysis of PDEs ,01 natural sciences ,Parabolic partial differential equation ,93b05 ,null controllability ,010101 applied mathematics ,Controllability ,singular equation ,93c20 ,35k67 ,0101 mathematics ,Singular equation ,Analysis ,Mathematics - Abstract
In this paper, we consider control systems governed by a class of semilinear parabolic equations, which are singular at the boundary and possess singular convection and reaction terms. The systems are shown to be null controllable by establishing Carleman estimates, observability inequalities and energy estimates for solutions to linearized equations.
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- 2018
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17. Fault diagnosis for linear heterodirectional hyperbolic ODE–PDE systems using backstepping-based trajectory planning
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Ferdinand Fischer and Joachim Deutscher
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Signal Processing (eess.SP) ,Computer science ,MathematicsofComputing_NUMERICALANALYSIS ,Ode ,Systems and Control (eess.SY) ,Fault (power engineering) ,Electrical Engineering and Systems Science - Systems and Control ,Fault detection and isolation ,Kernel (image processing) ,Control and Systems Engineering ,Control theory ,Simple (abstract algebra) ,Backstepping ,Bounded function ,ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION ,FOS: Electrical engineering, electronic engineering, information engineering ,93C20 ,Electrical Engineering and Systems Science - Signal Processing ,Electrical and Electronic Engineering ,Realization (systems) - Abstract
This paper is concerned with the fault diagnosis problem for general linear heterodirectional hyperbolic ODE-PDE systems. A systematic solution is presented for additive time-varying actuator, process and sensor faults in the presence of disturbances. The faults and disturbances are represented by the solutions of finite-dimensional signal models, which allow to take a large class of signals into account. For disturbances, that are only bounded, a threshold for secured fault diagnosis is derived. By applying integral transformations to the system an algebraic fault detection equation to detect faults in finite time is obtained. The corresponding integral kernels result from the realization of a finite-time transition between a non-equilibrium initial state and a vanishing final state of a hyperbolic ODE-PDE system. For this new challenging problem, a systematic trajectory planning approach is presented. In particular, this problem is facilitated by mapping the kernel equations into backstepping coordinates and tracing the solution of the transition problem back to a simple trajectory planning. The fault diagnosis for a $4\times 4$ heterodirectional hyperbolic system coupled with a second order ODE demonstrates the results of the paper., 14 pages, 6 figures, submitted to Automatica
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- 2022
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18. State-constrained control-affine parabolic problems I: First and second order necessary optimality conditions
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Aronna, M, Bonnans, J. Frederic, Kröner, Axel, Fundação Getulio Vargas - Escola de Matemática Aplicada [Rio de Janeiro] (FGV/EMAp), Controle, Optimisation, modèles, Méthodes et Applications pour les Systèmes Dynamiques non linéaires (COMMANDS), Centre de Mathématiques Appliquées - Ecole Polytechnique (CMAP), École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Weierstraß-Institut für Angewandte Analysis und Stochastik = Weierstrass Institute for Applied Analysis and Stochastics [Berlin] (WIAS), Forschungsverbund Berlin e.V. (FVB) (FVB), and Bonnans, J. Frederic
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state constraints ,second order analysis ,35J10 ,[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC] ,semilinear parabolic equations ,control-affine problems ,Optimization and Control (math.OC) ,49J20, 49K20, 35J05, 35K58, 93C20 ,FOS: Mathematics ,93C20 ,Optimal control of partial differential equations ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Mathematics - Optimization and Control ,49K20 ,49J20 - Abstract
In this paper we consider an optimal control problem governed by a semilinear heat equation with bilinear control-state terms and subject to control and state constraints. The state constraints are of integral type, the integral being with respect to the space variable. The control is multidimensional. The cost functional is of a tracking type and contains a linear term in the control variables. We derive second order necessary conditions relying on the concept of alternative costates and quasi-radial critical directions. The appendix provides an example illustrating the applicability of our results., Comment: This is the first part of a work on optimality conditions for a control problem of a semilinear heat equation. More precisely, the full version, available at arXiv:1906.00237v1, has been divided in two, resulting in the current manuscript (that corresponds to Part I) and arXiv:1909.05056 (which is Part II)
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- 2020
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19. Characterization by observability inequalities of controllability and stabilization properties
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Emmanuel Trélat, Yashan Xu, Gengsheng Wang, Sorbonne Université (SU), Control And GEometry (CaGE ), Inria de Paris, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire Jacques-Louis Lions (LJLL (UMR_7598)), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Tianjin University (TJU), School of Mathematical Sciences [Fudan], Fudan University [Shanghai], Université Paris Diderot - Paris 7 (UPD7)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), and Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
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0209 industrial biotechnology ,Pure mathematics ,Ocean Engineering ,02 engineering and technology ,01 natural sciences ,controllability ,symbols.namesake ,020901 industrial engineering & automation ,FOS: Mathematics ,93C20 ,Observability ,0101 mathematics ,Mathematics - Optimization and Control ,Mathematics ,Operator (physics) ,010102 general mathematics ,Null (mathematics) ,Hilbert space ,stabilizability ,93B05 ,Dual (category theory) ,Exponential function ,93B07 ,Controllability ,Optimization and Control (math.OC) ,Bounded function ,symbols ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,observability inequality - Abstract
International audience; Given a linear control system in a Hilbert space with a bounded control operator, we establish a characterization of exponential stabilizability in terms of an observability inequality. Such dual characterizations are well known for exact (null) controllability. Our approach exploits classical Fenchel duality arguments and, in turn, leads to characterizations in terms of observability inequalities of approximately null controllability and of α-null controllability. We comment on the relationships between those various concepts, at the light of the observability inequalities that characterize them.
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- 2020
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20. General Decay Rates for a Laminated Beam with Memory
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Dongqin Chen, Wenjun Liu, and Zhijing Chen
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laminated beam ,Work (thermodynamics) ,General Mathematics ,Mathematical analysis ,energy method ,34B05 ,Laminated beam ,Viscoelasticity ,general stability ,Term (time) ,memory ,35L05 ,93D20 ,Energy method ,93C20 ,Energy (signal processing) ,Mathematics - Abstract
In previous work [23], Mustafa considered a viscoelastic laminated beam system with structural damping in the case of equal-speed wave propagations, and established explicit energy decay formula which gives the best decay rates. In this paper, we continue to consider the similar problems and establish the general decay result for the energy, to system with structural damping in the case of non-equal wave speeds and to system without structural damping in the case of equal wave speeds, respectively. For the first case, we use the second-order energy method to overcome the difficulty of estimating the non-equal speeds term. For the second case, we construct an appropriated perturbed functional to estimate $\|w_{t}\|^{2}_{2}$ so as to overcome the absence of structural damping.
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- 2019
21. External boundary control of the motion of a rigid body immersed in a perfect two-dimensional fluid
- Author
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Franck Sueur, Olivier Glass, József J. Kolumbán, CEntre de REcherches en MAthématiques de la DEcision (CEREMADE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Universität Leipzig [Leipzig], Institut de Mathématiques de Bordeaux (IMB), Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), PGSM Doctoral Allocation, ANR-15-CE40-0010,IFSMACS,Interaction Fluide-Structure : Modélisation, analyse, contrôle et simulation(2015), ANR-13-BS01-0003,DYFICOLTI,DYnamique des Fluides, Couches Limites, Tourbillons et Interfaces(2013), ANR-16-CE40-0027,BORDS,Bords, oscillations et couches limites dans les systèmes différentiels(2016), and ANR-18-CE40-0027,SingFlows,Ecoulements avec singularités : couches limites, filaments de vortex, interaction vague-structure(2018)
- Subjects
fluid mechanics ,Boundary (topology) ,01 natural sciences ,93C15 ,Domain (mathematical analysis) ,symbols.namesake ,Fluid-solid interaction ,Mathematics - Analysis of PDEs ,Position (vector) ,0103 physical sciences ,impulsive control ,FOS: Mathematics ,93C20 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,Euler equation ,Boundary value problem ,0101 mathematics ,coupled ODE- PDE system ,Mathematics ,Numerical Analysis ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,Fluid mechanics ,Rigid body ,Conservative vector field ,external boundary control ,coupled ODE/PDE system ,Euler equations ,control problem ,76B75 ,symbols ,MSC: 76B75, 93C15, 93C20 ,010307 mathematical physics ,Analysis ,Analysis of PDEs (math.AP) ,geodesics - Abstract
We consider the motion of a rigid body immersed in a two-dimensional irrotational perfect incompressible fluid. The fluid is governed by the Euler equation, while the trajectory of the solid is given by Newton’s equation, the force term corresponding to the fluid pressure on the body’s boundary only. The system is assumed to be confined in a bounded domain with an impermeable condition on a part of the external boundary. The issue considered here is the following: is there an appropriate boundary condition on the remaining part of the external boundary (allowing some fluid going in and out the domain) such that the immersed rigid body is driven from some given initial position and velocity to some final position (in the same connected component of the set of possible positions as the initial position) and velocity in a given positive time, without touching the external boundary? In this paper we provide a positive answer to this question thanks to an impulsive control strategy. To that purpose we make use of a reformulation of the solid equation into an ODE of geodesic form, with some force terms due to the circulation around the body, as used by Glass, Munnier and Sueur (Invent. Math. 214:1 (2018), 171–287), and some extra terms here due to the external boundary control.
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- 2019
22. A Data Assimilation Algorithm: the Paradigm of the 3D Leray-α Model of Turbulence
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Farhat, A, Lunasin, E, and Titi, ES
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35Q30 ,34D06 ,76B75 ,93C20 ,37C50 ,physics.ao-ph ,math.AP ,physics.geo-ph - Abstract
In this paper we survey the various implementations of a new data assimilation (downscaling) algorithm based on spatial coarse mesh measurements. As a paradigm, we demonstrate the application of this algorithm to the 3D Leray-α subgrid scale turbulence model. Most importantly, we use this paradigm to show that it is not always necessary to collect coarse mesh measurements of all the state variables that are involved in the underlying evolutionary system, in order to recover the corresponding exact reference solution. Specifically, we show that in the case of the 3D Leray-α model of turbulence, the solutions of the algorithm, constructed using only coarse mesh observations of any two components of the three-dimensional velocity field, and without any information on the third component, converge, at an exponential rate in time, to the corresponding exact reference solution of the 3D Leray-α model. This study serves as an addendum to our recent work on abridged continuous data assimilation for the 2D Navier-Stokes equations. Notably, similar results have also been recently established for the 3D viscous Planetary Geostrophic circulation model in which we show that coarse mesh measurements of the temperature alone are sufficient for recovering, through our data assimilation algorithm, the full solution; i.e. the three components of velocity vector field and the temperature. Consequently, this proves the Charney conjecture for the 3D Planetary Geostrophic model; namely, that the history of the large spatial scales of temperature is sufficient for determining all the other quantities (state variables) of the model.
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- 2019
23. Insensitizing controls for a semilinear parabolic equation: a numerical approach
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Víctor Hernández-Santamaría, Luz de Teresa, Franck Boyer, Institut Universitaire de France (IUF), Ministère de l'Education nationale, de l’Enseignement supérieur et de la Recherche (M.E.N.E.S.R.), Institut de Mathématiques de Toulouse UMR5219 (IMT), Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Centro de Investigacion y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV), Deusto Institute of Technology (DeustoTech), University of Deusto, Universidad de Deusto (DEUSTO), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), and Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)
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Insensitizing controls ,0209 industrial biotechnology ,Control and Optimization ,observability ,Approximations of π ,semi-discrete Carleman estimates ,02 engineering and technology ,65M06 ,01 natural sciences ,controllability ,020901 industrial engineering & automation ,semi discrete Carleman estimates ,Hum ,93C20 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,Uniqueness ,Observability ,0101 mathematics ,Mathematics ,HUM ,Applied Mathematics ,HUM MSC2010: 35K15 ,010102 general mathematics ,Mathematical analysis ,Controllability ,Cascade ,35K15 ,Heat equation ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,[MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA] - Abstract
International audience; In this paper, we study the insensitizing control problem in the discrete setting of finite-differences. We prove the existence of a control that insensitizes the norm of the observed solution of a 1-D semi-discrete parabolic equation. We derive a (relaxed) observability estimate that yields a controllability result for the cascade system arising in the insensitizing control formulation. Moreover, we deal with the problem of computing numerical approximations of insensitizing controls for the heat equation by using the Hilbert Uniqueness Method (HUM). We present various numerical illustrations.
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- 2019
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24. Continuous data assimilation for the three-dimensional Brinkman–Forchheimer-extended Darcy model
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Edriss S. Titi, Saber Trabelsi, and Peter A. Markowich
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down-scaling ,General Mathematics ,37C50 ,Physical system ,FOS: Physical sciences ,General Physics and Astronomy ,Bioengineering ,01 natural sciences ,Physics - Geophysics ,Mathematics - Analysis of PDEs ,Data assimilation ,Convergence (routing) ,FOS: Mathematics ,93C20 ,Applied mathematics ,Uniqueness ,0101 mathematics ,data assimilation ,Mathematics - Optimization and Control ,math.AP ,Mathematical Physics ,35Q30, 93C20, 37C50, 76B75, 34D06 ,Mathematics ,math.OC ,Applied Mathematics ,010102 general mathematics ,Fluid Dynamics (physics.flu-dyn) ,Statistical and Nonlinear Physics ,Physics - Fluid Dynamics ,State (functional analysis) ,16. Peace & justice ,physics.geo-ph ,Geophysics (physics.geo-ph) ,Brinkman-Forchheimer-extended Darcy model ,010101 applied mathematics ,physics.flu-dyn ,Flow velocity ,Optimization and Control (math.OC) ,35Q30 ,34D06 ,76B75 ,Dissipative system ,Porous medium ,Analysis of PDEs (math.AP) - Abstract
In this paper we introduce and analyze an algorithm for continuous data assimilation for a three-dimensional Brinkman-Forchheimer-extended Darcy (3D BFeD) model of porous media. This model is believed to be accurate when the flow velocity is too large for Darcy's law to be valid, and additionally the porosity is not too small. The algorithm is inspired by ideas developed for designing finite-parameters feedback control for dissipative systems. It aims to obtaining improved estimates of the state of the physical system by incorporating deterministic or noisy measurements and observations. Specifically, the algorithm involves a feedback control that nudges the large scales of the approximate solution toward those of the reference solution associated with the spatial measurements. In the first part of the paper, we present few results of existence and uniqueness of weak and strong solutions of the 3D BFeD system. The second part is devoted to the setting and convergence analysis of the data assimilation algorithm.
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- 2016
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25. Boundary null-controllability of two coupled parabolic equations : simultaneous condensation of eigenvalues and eigenfunctions
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El, Hadji, Samb, El Hadji, Institut de Mathématiques de Marseille (I2M), and Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS)
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Jordan matrix ,35K90 ,Control and Optimization ,Boundary (topology) ,01 natural sciences ,symbols.namesake ,Mathematics - Analysis of PDEs ,Control theory ,93C20 ,FOS: Mathematics ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,0101 mathematics ,Mathematics - Optimization and Control ,Eigenvalues and eigenvectors ,Mathematical physics ,Mathematics ,010102 general mathematics ,Null (mathematics) ,minimal null control time ,Order (ring theory) ,Basis (universal algebra) ,93C25 ,Eigenfunction ,Mathematics::Spectral Theory ,Parabolic partial differential equation ,010101 applied mathematics ,parabolic partial differential equations ,35P10 Control theory ,Computational Mathematics ,Mathematics Subject Classification. 93B05 ,Control and Systems Engineering ,condensation of eigenvalues and eigenfunctions ,Optimization and Control (math.OC) ,symbols ,30E05 ,Boundary null controllability ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Analysis of PDEs (math.AP) - Abstract
Let the matrix operator $L = D\partial_{xx} + q(x)A_0$, with $D = diag(1, \nu)$, $\nu \neq 1$, $q \in L^{\infty} (0, $\pi$)$, and $A_0$ is a Jordan block of order 1. We analyze the boundary null controllability for system $y_t - Ly = 0$. When $ \nu \notin \mathbb{Q} ^*_+ $ and $q(x) = 1$, $x $\in$ (0, $\pi$)$, there exists a family of root vectors of $(L * , D(L *)) $ forming a Riesz basis, moreover, F. Ammar Khodja, A.Benabdallah, M.Gonzalez-Burgos, L.Teresa, show the existence of a minimal time of control depending on condensation of eigenvalues of $(L^* , D(L^*))$. But there exists $q \in L^{\infty} (0, $\pi$)$ such that the family of eigenfunctions of $(L^* , D(L^*))$ is complete but it is not a Riesz basis. In this framework new phenomena arise : simultaneous condensation of eigenvalues and eigenfunctions. We prove the existence of a minimal time $T_0 \in [0, +\infty]$ depending on the condensation of eigenvalues and associated eigenfunctions of $(L^* , D(L^*))$, such that the corresponding system is null controllable at any time $T > T_0$ and is not if $T < T_0$., Comment: ESAIM: Control, Optimisation and Calculus of Variations, EDP Sciences, In press, 27, pp.S29
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- 2019
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26. Greedy optimal control for elliptic problems and its application to turnpike problems
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Víctor Hernández-Santamaría, Martin Lazar, Enrique Zuazua, Universidad de Deusto [Bilbao] (DEUSTO), Universidad de Deusto (DEUSTO), University of Dubrovnik, Departamento de Matemáticas [Madrid], Universidad Autonoma de Madrid (UAM), Univeristy of Deusto (DEUSTO), Universidad de Deusto ( DEUSTO ), University of Deusto, Universidad Autonoma de Madrid ( UAM ), Univeristy of Deusto ( DEUSTO ), UAM. Departamento de Matemáticas, and Victor, Hernandez-Santamaria
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[ MATH ] Mathematics [math] ,0209 industrial biotechnology ,Mathematical optimization ,Matemáticas ,Property (programming) ,Parabolic equations ,parameterized PDEs ,elliptic equations ,Parameterized complexity ,[MATH] Mathematics [math] ,010103 numerical & computational mathematics ,02 engineering and technology ,turnpike property ,01 natural sciences ,optimal control ,020901 industrial engineering & automation ,greedy algorithms ,Convergence (routing) ,93C20 ,0101 mathematics ,[MATH]Mathematics [math] ,49K20 ,Mathematics ,65K10 ,49N05 ,Applied Mathematics ,Horizon ,Numerical analysis ,Turnpike property ,Sampling (statistics) ,Geodetic datum ,parabolic equations ,Parameterized PDEs ,Elliptic equations ,Optimal control ,Greedy algorithms ,Computational Mathematics ,parameterized PDEs · optimal control · turnpike property · greedy algorithms · elliptic equations · parabolic equations ,parabolic equations MSC2010: 49J20 - Abstract
This is a post-peer-review, pre-copyedit version of an article published in Numerische Mathematik. The final authenticated version is available online at: https://doi.org/10.1007/s00211-018-1005-z, We adapt and apply greedy methods to approximate in an efficient way the optimal controls for parameterized elliptic control problems. Our results yield an optimal approximation procedure that, in particular, performs better than simply sampling the parameter-space to compute controls for each parameter value. The same method can be adapted for parabolic control problems, but this leads to greedy selections of the realizations of the parameters that depend on the initial datum under consideration. The turnpike property (which ensures that parabolic optimal control problems behave nearly in a static manner when the control horizon is long enough) allows using the elliptic greedy choice of the parameters in the parabolic setting too. We present various numerical experiments and an extensive discussion of the efficiency of our methodology for parabolic control and indicate a number of open problems arising when analyzing the convergence of the proposed algorithms, This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (Grant Agreement No. 694126-DyCon). Part of this research was done while the second author visited DeustoTech and Univesity of Deusto with the support of the DyCon project. The second author was also partially supported by Croatian Science Foundation under ConDyS Project, IP-2016-06-2468. The work of the third author was partially supported by the Grants MTM2014-52347, MTM2017-92996 of MINECO (Spain) and ICON of the French ANR
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- 2019
27. General decay for a laminated beam with structural damping and memory: The case of non-equal wave speeds
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Wenjun Liu, Xiangyu Kong, and Gang Li
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laminated beam ,Numerical Analysis ,Work (thermodynamics) ,General stability ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,Boundary (topology) ,energy method ,34B05 ,Laminated beam ,Rotation ,01 natural sciences ,Term (time) ,010101 applied mathematics ,memory ,35L05 ,93D20 ,93C20 ,Relaxation (approximation) ,0101 mathematics ,Exponential decay ,Energy (signal processing) ,Mathematics - Abstract
In previous work, Lo and Tatar studied the exponential decay for a laminated beam with viscoelastic damping acting on the effective rotation angle in the case of equal-speed wave propagations. In this paper, we continue consideration of the same problem in the case of non-equal wave speeds. In this case, the main difficulty is how to estimate the non-equal speed term. To overcome this difficulty, the second-order energy method introduced in Guesmia and Messaoudi seems to be the best choice for our problem. For a wide class of relaxation functions, we establish the general decay result for the energy without any kind of internal or boundary control.
- Published
- 2018
28. Asymptotic limits and optimal control for the Cahn--Hilliard system with convection and dynamic boundary conditions
- Author
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Jürgen Sprekels and Gianni Gilardi
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Convection ,Cahn-Hilliard system ,01 natural sciences ,Physics::Fluid Dynamics ,necessary optimality conditions ,Viscosity ,optimal control ,FOS: Mathematics ,93C20 ,Limit (mathematics) ,Boundary value problem ,asymptotic behavior ,0101 mathematics ,Trajectory (fluid mechanics) ,Mathematics - Optimization and Control ,convection ,49K20 ,Mathematics ,49J20 ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,35B40 ,Zero (complex analysis) ,Optimal control ,35K61 ,Cahn–Hilliard system ,010101 applied mathematics ,Flow velocity ,Optimization and Control (math.OC) ,Analysis - Abstract
In this paper, we study initial-boundary value problems for the Cahn--Hilliard system with convection and nonconvex potential, where dynamic boundary conditions are assumed for both the associated order parameter and the corresponding chemical potential. While recent works addressed the case of viscous Cahn--Hilliard systems, the `pure' nonviscous case is investigated here. In its first part, the paper deals with the asymptotic behavior of the solutions as time approaches infinity. It is shown that the $\omega$-limit of any trajectory can be characterized in terms of stationary solutions, provided the initial data are sufficiently smooth. The second part of the paper deals with the optimal control of the system by the fluid velocity. Results concerning existence and first-order necessary optimality conditions are proved. Here, we have to restrict ourselves to the case of everywhere defined smooth potentials. In both parts of the paper, we start from corresponding known results for the viscous case, derive sufficiently strong estimates that are uniform with respect to the (positive) viscosity parameter, and then let the viscosity tend to zero to establish the sought results for the nonviscous case., Comment: arXiv admin note: text overlap with arXiv:1803.04318
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- 2018
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29. Exact controllability for string with attached masses
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Avdonin, Sergei A. and Edward, Julian K.
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Optimization and Control (math.OC) ,FOS: Mathematics ,93C20 ,Mathematics - Optimization and Control - Abstract
We consider the problem of boundary control for a vibrating string with $N$ interior point masses. We assume the control is at the left end, and the string is fixed at the right end. Singularities in waves are "smoothed" out to one order as they cross a point mass. We characterize the reachable set for a $L^2$ control. The control problem is reduced to a moment problem, which is then solved using the theory of exponential divided differences in tandem with unique shape and velocity controllability results.
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- 2017
30. Fast interior point solution of quadratic programming problems arising from PDE-constrained optimization
- Author
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John W. Pearson and Jacek Gondzio
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Mathematical optimization ,Optimization problem ,65F08 ,MathematicsofComputing_NUMERICALANALYSIS ,010103 numerical & computational mathematics ,01 natural sciences ,Article ,Nonlinear programming ,symbols.namesake ,QA297 ,93C20 ,65F50 ,Quadratic programming ,0101 mathematics ,QA377 ,65F10 ,Newton's method ,Sequential quadratic programming ,Mathematics ,Applied Mathematics ,Constrained optimization ,Krylov subspace ,010101 applied mathematics ,Computational Mathematics ,76D55 ,symbols ,Interior point method - Abstract
Interior point methods provide an attractive class of approaches for solving linear, quadratic and nonlinear programming problems, due to their excellent efficiency and wide applicability. In this paper, we consider PDE-constrained optimization problems with bound constraints on the state and control variables, and their representation on the discrete level as quadratic programming problems. To tackle complex problems and achieve high accuracy in the solution, one is required to solve matrix systems of huge scale resulting from Newton iteration, and hence fast and robust methods for these systems arerequired. We present preconditioned iterative techniques for solving a number of these problems using Krylov subspace methods, considering in what circumstances one may predict rapid convergence of the solvers in theory, as well as the solutions observed from practical computations.
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- 2017
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31. Sharp polynomial decay rates for the damped wave equation on the torus
- Author
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Anantharaman, Nalini, Léautaud, Matthieu, Nonnenmacher, Stéphane, Laboratoire de Mathématiques d'Orsay (LMO), Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Institut de Physique Théorique - UMR CNRS 3681 (IPHT), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), and Nonnenmacher, Stéphane
- Subjects
Schrödinger group ,observability ,torus ,35B35 ,01 natural sciences ,35B37 ,Schrödinger equation ,35L05 ,symbols.namesake ,35P20 ,two-microlocal semiclassical measures ,0103 physical sciences ,93C20 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,35S05 ,0101 mathematics ,Mathematical Subject Classification 2010Primary: 35A21, 35B35, 35L05, 35P20, 35S05Secondary: 35B37, 93C20 ,Resolvent ,Mathematics ,35A21 ,Numerical Analysis ,Semigroup ,Applied Mathematics ,Operator (physics) ,010102 general mathematics ,Spectrum (functional analysis) ,Mathematical analysis ,Torus ,polynomial decay ,Damped wave ,spectrum of the damped wave operator ,symbols ,010307 mathematical physics ,Damped wave equation ,Analysis - Abstract
The paper, authored by N. Anantharaman and M. Léautaud, includes an appendix by S.Nonnenmacher; We address the decay rates of the energy for the damped wave equation when the damping coefficient $b$ does not satisfy the geometric control condition (GCC). First, we give a link with the controllability of the associated Schrödinger equation. We prove in an abstract setting that the observability of the Schrödinger equation implies that the solutions of the damped wave equation decay at least like 1$\sqrt{t}$ (which is a stronger rate than the general logarithmic one predicted by the Lebeau theorem). Second, we focus on the 2-dimensional torus. We prove that the best decay one can expect is 1/$t$, as soon as the damping region does not satisfy GCC. Conversely, for smooth damping coefficients $b$ vanishing flatly enough, we show that the semigroup decays at least like 1/$t^{1−\epsilon}$ , for all $\epsilon$ > 0. The proof relies on a second microlocalization around trapped directions, and resolvent estimates. In the case where the damping coefficient is a characteristic function of a strip (hence discontinuous), Stéphane Nonnenmacher computes in an appendix part of the spectrum of the associated damped wave operator, proving that the semigroup cannot decay faster than 1/$t^{2/3}$. In particular, our study emphasizes that the decay rate highly depends on the way $b$ vanishes
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- 2014
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32. Feedback control of nonlinear dissipative systems by finite determining parameters - A reaction-diffusion paradigm
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Abderrahim Azouani and Edriss S. Titi
- Subjects
Control and Optimization ,Computer science ,Degrees of freedom (statistics) ,FOS: Physical sciences ,Dynamical Systems (math.DS) ,37L30 ,93D15 ,Mathematics - Analysis of PDEs ,37L25 ,Simple (abstract algebra) ,determining nodes ,Reaction–diffusion system ,FOS: Mathematics ,93C20 ,Applied mathematics ,Mathematics - Dynamical Systems ,Reaction-diffusion ,Navier–Stokes equations ,data assimilation ,Finite set ,math.AP ,35K57, 37L25, 37L30, 37N35, 93B52, 93C20, 93D15 ,Applied Mathematics ,nlin.CD ,determining modes ,Observable ,Nonlinear Sciences - Chaotic Dynamics ,determining volume elements ,feedback control ,Nonlinear system ,35K57 ,37N35 ,93B52 ,Modeling and Simulation ,Dissipative system ,Chaotic Dynamics (nlin.CD) ,Navier-Stokes equations ,math.DS ,Analysis of PDEs (math.AP) - Abstract
We introduce here a simple finite-dimensional feedback control scheme for stabilizing solutions of infinite-dimensional dissipative evolution equations, such as reaction-diffusion systems, the Navier-Stokes equations and the Kuramoto-Sivashinsky equation. The designed feedback control scheme takes advantage of the fact that such systems possess finite number of determining parameters (degrees of freedom), namely, finite number of determining Fourier modes, determining nodes, and determining interpolants and projections. In particular, the feedback control scheme uses finitely many of such observables and controllers. This observation is of a particular interest since it implies that our approach has far more reaching applications, in particular, in data assimilation. Moreover, we emphasize that our scheme treats all kinds of the determining projections, as well as, the various dissipative equations with one unified approach. However, for the sake of simplicity we demonstrate our approach in this paper to a one-dimensional reaction-diffusion equation paradigm.
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- 2014
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33. LOCAL STABILIZATION OF COMPRESSIBLE NAVIER-STOKES EQUATIONS IN ONE DIMENSION AROUND NON-ZERO VELOCITY
- Author
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Mitra, Debanjana, Ramaswamy, Mythily, Raymond, Jean-Pierre, Virginia Tech [Blacksburg], Center for Applicable Mathematics [Bangalore] (TIFR-CAM), Tata Institute for Fundamental Research (TIFR), Institut de Mathématiques de Toulouse UMR5219 (IMT), Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Tata Institute of Fundamental Research [Bombay] (TIFR), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Toulouse 1 Capitole (UT1)-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), and Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)
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Compressible Navier-Stokes equations ,feedback control ,Applied Mathematics ,93C20 ,76N25 ,AMS: 93C20, 93D15, 76N25 ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,93D15 ,local stabilization ,Analysis ,localized interior control - Abstract
In this paper, we study the local stabilization of one dimensional compressible Navier-Stokes equations around a constant steady solution $(\rho_s, u_s)$, where $\rho_s>0, u_s\neq 0$. In the case of periodic boundary conditions, we determine a distributed control acting only in the velocity equation, able to stabilize the system, locally around $(\rho_s, u_s)$, with an arbitrary exponential decay rate. In the case of Dirichlet boundary conditions, we determine boundary controls for the velocity and for the density at the inflow boundary, able to stabilize the system, locally around $(\rho_s, u_s)$, with an arbitrary exponential decay rate.
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- 2017
34. On the Charney Conjecture of Data Assimilation Employing Temperature Measurements Alone: The Paradigm of 3D Planetary Geostrophic Model
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Edriss S. Titi, Evelyn Lunasin, and Aseel Farhat
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State variable ,37C50 ,FOS: Physical sciences ,physics.ao-ph ,01 natural sciences ,Physics - Geophysics ,Mathematics - Analysis of PDEs ,Data assimilation ,Simple (abstract algebra) ,93C20 ,FOS: Mathematics ,Applied mathematics ,0101 mathematics ,Physics::Atmospheric and Oceanic Physics ,math.AP ,Mathematics ,35Q30, 93C20, 37C50, 76B75, 34D06 ,Conjecture ,Atmospheric models ,010102 general mathematics ,Fluid Dynamics (physics.flu-dyn) ,Physics - Fluid Dynamics ,physics.geo-ph ,Exponential function ,Geophysics (physics.geo-ph) ,010101 applied mathematics ,Physics - Atmospheric and Oceanic Physics ,physics.flu-dyn ,13. Climate action ,35Q30 ,34D06 ,76B75 ,Atmospheric and Oceanic Physics (physics.ao-ph) ,Geostrophic wind ,Downscaling ,Analysis of PDEs (math.AP) - Abstract
Author(s): Farhat, Aseel; Lunasin, Evelyn; Titi, Edriss S | Abstract: Analyzing the validity and success of a data assimilation algorithm when some state variable observations are not available is an important problem in meteorology and engineering. We present an improved data assimilation algorithm for recovering the exact full reference solution (i.e. the velocity and temperature) of the 3D Planetary Geostrophic model, at an exponential rate in time, by employing coarse spatial mesh observations of the temperature alone. This provides, in the case of this paradigm, a rigorous justification to an earlier conjecture of Charney which states that temperature history of the atmosphere, for certain simple atmospheric models, determines all other state variables.
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- 2016
35. Continuous data assimilation for the three-dimensional Navier-Stokes-α model
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Albanez, DAF, Lopes, HJN, and Titi, ES
- Subjects
General Mathematics ,Applied Mathematics ,three-dimensional Navier-Stokes-alpha equations ,37C50 ,determining modes ,Pure Mathematics ,physics.geo-ph ,continuous data assimilation ,physics.flu-dyn ,35Q30 ,34D06 ,76B75 ,93C20 ,volume elements and nodes ,math.AP - Abstract
Motivated by the presence of a finite number of determining parameters (degrees of freedom) such as modes, nodes and local spatial averages for dissipative dynamical systems, we present here a continuous data assimilation algorithm for three-dimensional viscous hydrodynamic models. However, to validate the convergence of this algorithm our proofs require the existence of uniform global bounds on the gradients of the solutions of the underlying system in terms of certain combinations of the physical parameters (such as kinematic viscosity, the size of the domain and the forcing term). Therefore our proofs cannot be applied to the three-dimensional Navier-Stokes equations; instead we demonstrate the implementation of this algorithm, for instance, in the context of the three-dimensional Navier-Stokes-α equations. This algorithm consists of introducing a nudging process through a general type of approximation interpolation operator (which is constructed from observational measurements) that synchronizes the large spatial scales of the approximate solutions with those of unknown solutions of the Navier-Stokes-α equations corresponding to these measurements. Our main result provides conditions on the finite-dimensional spatial resolution of the collected data, sufficient to guarantee that the approximating solution, which is obtained from this collected data, converges to the unknown reference solution over time. These conditions are given in terms of the physical parameters.
- Published
- 2016
36. Continuous data assimilation for the three-dimensional Navier–Stokes-α model
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Albanez, Débora AF, Lopes, Helena J Nussenzveig, and Titi, Edriss S
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Applied Mathematics ,General Mathematics ,three-dimensional Navier-Stokes-alpha equations ,37C50 ,determining modes ,Pure Mathematics ,physics.geo-ph ,continuous data assimilation ,physics.flu-dyn ,35Q30 ,34D06 ,76B75 ,93C20 ,volume elements and nodes ,math.AP - Abstract
Motivated by the presence of a finite number of determining parameters (degrees of freedom) such as modes, nodes and local spatial averages for dissipative dynamical systems, we present here a continuous data assimilation algorithm for three-dimensional viscous hydrodynamic models. However, to validate the convergence of this algorithm our proofs require the existence of uniform global bounds on the gradients of the solutions of the underlying system in terms of certain combinations of the physical parameters (such as kinematic viscosity, the size of the domain and the forcing term). Therefore our proofs cannot be applied to the three-dimensional Navier-Stokes equations; instead we demonstrate the implementation of this algorithm, for instance, in the context of the three-dimensional Navier-Stokes-α equations. This algorithm consists of introducing a nudging process through a general type of approximation interpolation operator (which is constructed from observational measurements) that synchronizes the large spatial scales of the approximate solutions with those of unknown solutions of the Navier-Stokes-α equations corresponding to these measurements. Our main result provides conditions on the finite-dimensional spatial resolution of the collected data, sufficient to guarantee that the approximating solution, which is obtained from this collected data, converges to the unknown reference solution over time. These conditions are given in terms of the physical parameters.
- Published
- 2016
37. Initial boundary value problem and asymptotic stabilization of the Camassa–Holm equation on an interval
- Author
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Vincent Perrollaz, Laboratoire Jacques-Louis Lions (LJLL), Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Mathématiques et Physique Théorique (LMPT), Université de Tours (UT)-Centre National de la Recherche Scientifique (CNRS), David, Christian, and Université de Tours-Centre National de la Recherche Scientifique (CNRS)
- Subjects
Asymptotic analysis ,Boundary (topology) ,01 natural sciences ,Initial boundary value problem ,35G30 ,PDE control ,93D20 ,93C20 ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,Camassa–Holm equation ,Initial value problem ,Boundary value problem ,0101 mathematics ,Camassa-Holm equation ,Mathematics ,010102 general mathematics ,Mathematical analysis ,Existence theorem ,[INFO.INFO-NA]Computer Science [cs]/Numerical Analysis [cs.NA] ,16. Peace & justice ,Asymptotic stabilization ,76B15 ,010101 applied mathematics ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,[INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA] ,Asymptotology ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,asymptotic stabilization AMS subject classifications 35Q53 ,Analysis - Abstract
International audience; We investigate the nonhomogeneous initial boundary value problem for the Camassa-Holm equation on an interval. We provide a local in time existence theorem and a weak strong uniqueness result. Next we establish a result on the global asymptotic stabilization problem by means of a boundary feedback law.
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- 2010
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38. Exact Boundary Controllability for 1-D Quasilinear Hyperbolic Systems with a Vanishing Characteristic Speed
- Author
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Zhiqiang Wang, Jean-Michel Coron, Olivier Glass, CEntre de REcherches en MAthématiques de la DEcision (CEREMADE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Laboratoire Jacques-Louis Lions (LJLL), Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), ANR-06-BLAN-0052,C-QUID,Contrôle et identification de systèmes quantiques(2006), Université Paris Dauphine-PSL, and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
0209 industrial biotechnology ,Control and Optimization ,Boundary (topology) ,35L50 ,02 engineering and technology ,01 natural sciences ,Mathematics - Analysis of PDEs ,020901 industrial engineering & automation ,ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION ,93C20 ,FOS: Mathematics ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,0101 mathematics ,Mathematics - Optimization and Control ,ComputingMilieux_MISCELLANEOUS ,Mathematics ,quasilinear hyperbolic system ,Partial differential equation ,exact boundary controllability ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,vanishingcharacteristic speed ,First order ,93B05 ,Hyperbolic systems ,Controllability ,General theory ,Optimization and Control (math.OC) ,returnmethod ,Hyperbolic partial differential equation ,Analysis of PDEs (math.AP) - Abstract
The general theory on exact boundary controllability for general first order quasilinear hyperbolic systems requires that the characteristic speeds of system do not vanish. This paper deals with exact boundary controllability, when this is not the case. Some important models are also shown as applications of the main result. The strategy uses the return method, which allows in certain situations to recover non zero characteristic speeds., Comment: 20 pages
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- 2010
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39. Exact boundary controllability of the nonlinear Schrödinger equation
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Bing-Yu Zhang, Lionel Rosier, Institut Élie Cartan de Nancy (IECN), Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria), Robust control of infinite dimensional systems and applications (CORIDA), Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire de Mathématiques et Applications de Metz (LMAM), Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Inria Nancy - Grand Est, Institut National de Recherche en Informatique et en Automatique (Inria), Department of Mathematical Sciences [Cincinnati], University of Cincinnati (UC), CORIDA, Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS), and Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Mathématiques et Applications de Metz (LMAM)
- Subjects
0209 industrial biotechnology ,Schrödinger equation ,02 engineering and technology ,01 natural sciences ,Poincaré–Steklov operator ,symbols.namesake ,020901 industrial engineering & automation ,Free boundary problem ,Neumann boundary condition ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,Boundary value problem ,0101 mathematics ,Mathematics ,93B05 ,35Q55 ,93C20 ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,Mixed boundary condition ,Robin boundary condition ,Smoothing properties ,Dirichlet boundary condition ,symbols ,Cauchy boundary condition ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Exact boundary controllability ,Analysis - Abstract
This paper studies the exact boundary controllability of the semi-linear Schrodinger equation posed on a bounded domain Ω ⊂ R n with either the Dirichlet boundary conditions or the Neumann boundary conditions. It is shown that if s > n 2 , or 0 ⩽ s n 2 with 1 ⩽ n 2 + 2 s , or s = 0 , 1 with n = 2 , then the systems are locally exactly controllable in the classical Sobolev space H s ( Ω ) around any smooth solution of the cubic Schrodinger equation.
- Published
- 2009
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- View/download PDF
40. Dynamics of controlled hybrid systems of aerial cable-ways
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Delfim F. M. Torres, Volodymyr Kravchenko, and Olena Mul
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Computer science ,Numerical analysis ,Dynamics (mechanics) ,Aerial cable ,Numerical Analysis (math.NA) ,35B37 ,Computer Science Applications ,Mathematics - Analysis of PDEs ,37N35 ,Control and Systems Engineering ,Control theory ,Hybrid system ,FOS: Mathematics ,93C20 ,Mathematics - Numerical Analysis ,Analysis ,Eigenvalues and eigenvectors ,Analysis of PDEs (math.AP) - Abstract
Dynamics of the hybrid systems of aerial cable-ways is investigated. The eigenvalue problems are considered for such hybrid systems with different assumptions. An overview of different methods for eigenvalue problems is given. In the research, the method of the normal fundamental systems is applied, which turns out to be very effective for the considered problems. Changes of dynamical characteristics of the systems depending on the controlled parameter are studied., Accepted (15-May-2006) to the Proceedings of the "International Conference of Hybrid Systems and Applications", The University of Louisiana, Lafayette, LA, USA, May 22-26 2006, to be published in the journal "Nonlinear Analysis: Hybrid Systems and Applications"
- Published
- 2008
- Full Text
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41. A data assimilation algorithm for the subcritical surface quasi-geostrophic equation
- Author
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Vincent R. Martinez, Edriss S. Titi, and Michael S. Jolly
- Subjects
General Mathematics ,Scalar (mathematics) ,Fractional Poincare Inequalities ,37C50 ,Dissipative operator ,01 natural sciences ,Data Assimilation ,Modulus of continuity ,35Q35, 35Q86, 93C20, 37C50, 76B75, 34D06 ,Mathematics - Analysis of PDEs ,35Q86 ,Stream function ,93C20 ,FOS: Mathematics ,0101 mathematics ,math.AP ,Mathematics ,Nudging ,Surface Measurements ,Quasi-Geostrophic and Surface ,010102 general mathematics ,Mathematical analysis ,Statistical and Nonlinear Physics ,Observable ,Pure Mathematics ,010101 applied mathematics ,Sobolev space ,Partition of unity ,Quasi-Geostrophic Equation ,34D06 ,76B75 ,Geostrophic wind ,35Q35 ,Analysis of PDEs (math.AP) - Abstract
In this article, we prove that data assimilation by feedback nudging can be achieved for the three-dimensional quasi-geostrophic equation in a simplified scenario using only large spatial scale observables on the dynamical boundary. On this boundary, a scalar unknown (buoyancy or surface temperature of the fluid) satisfies the surface quasi-geostrophic equation. The feedback nudging is done on this two-dimensional model, yet ultimately synchronizes the streamfunction of the three-dimensional flow. The main analytical difficulties are due to the presence of a nonlocal dissipative operator in the surface quasi-geostrophic equation. This is overcome by exploiting a suitable partition of unity, the modulus of continuity characterization of Sobolev space norms, and the Littlewood-Paley decomposition to ultimately establish various boundedness and approximation-of-identity properties for the observation operators., Comment: 28 pages, referee comments incorporated, references added, abstract and introduction modified, main theorems cover full subcritical range of dissipation, certain boundedness properties of observation operators extended
- Published
- 2016
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42. A Discrete Data Assimilation Scheme for the Solutions of the Two-Dimensional Navier--Stokes Equations and Their Statistics
- Author
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Ciprian Foias, Cecilia F. Mondaini, and Edriss S. Titi
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discrete data assimilation ,Fluids & Plasmas ,two-dimensional Navier-Stokes equations ,37C50 ,01 natural sciences ,symbols.namesake ,Data assimilation ,Statistics ,93C20 ,0101 mathematics ,Navier–Stokes equations ,math.AP ,Mathematics ,Finite volume method ,Applied Mathematics ,010102 general mathematics ,downscaling ,Observable ,010101 applied mathematics ,inavariant measure ,Fourier transform ,Modeling and Simulation ,Norm (mathematics) ,35Q30 ,76B75 ,symbols ,nudging ,Invariant measure ,stationary statistical analysis ,Analysis ,Downscaling - Abstract
We adapt a previously introduced continuous in time data assimilation (downscaling) algorithm for the two-dimensional Navier--Stokes equations to the more realistic case when the measurements are obtained discretely in time and may be contaminated by systematic errors. Our algorithm is designed to work with a general class of observables, such as low Fourier modes and local spatial averages over finite volume elements. Under suitable conditions on the relaxation (nudging) parameter, the spatial mesh resolution, and the time step between successive measurements, we obtain an asymptotic in time estimate of the difference between the approximating solution and the unknown reference solution corresponding to the measurements, in an appropriate norm, which shows exponential convergence up to a term which depends on the size of the errors. A stationary statistical analysis of our discrete data assimilation algorithm is also provided.
- Published
- 2016
43. Stability and Boundary Stabilization of 1-D Hyperbolic Systems
- Author
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Bastin, Georges, Coron, Jean-Michel, Centre for Systems Engineering and Applied Mechanics (CSAM), Université Catholique de Louvain = Catholic University of Louvain (UCL), Laboratoire Jacques-Louis Lions (LJLL), Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Birkhäuser, and European Project: 266907,EC:FP7:ERC,ERC-2010-AdG_20100224,CPDENL(2011)
- Subjects
control boundary conditions ,1-D Hyperbolic Systems ,0209 industrial biotechnology ,93-02 ,35L50 ,35L60 ,35L65 ,93C20 ,93D15 ,020901 industrial engineering & automation ,010102 general mathematics ,stability and boundary stabilization ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,02 engineering and technology ,0101 mathematics ,01 natural sciences - Abstract
International audience; This monograph explores the modeling of conservation and balance laws of one-dimensional hyperbolic systems using partial differential equations. It presents typical examples of hyperbolic systems for a wide range of physical engineering applications, allowing readers to understand the concepts in whichever setting is most familiar to them. With these examples, it also illustrates how control boundary conditions may be defined for the most commonly used control devices.The authors begin with the simple case of systems of two linear conservation laws and then consider the stability of systems under more general boundary conditions that may be differential, nonlinear, or switching. They then extend their discussion to the case of nonlinear conservation laws and demonstrate the use of Lyapunov functions in this type of analysis. Systems of balance laws are considered next, starting with the linear variety before they move on to more general cases of nonlinear ones. They go on to show how the problem of boundary stabilization of systems of two balance laws by both full-state and dynamic output feedback in observer-controller form is solved by using a “backstepping” method, in which the gains of the feedback laws are solutions of an associated system of linear hyperbolic PDEs. The final chapter presents a case study on the control of navigable rivers to emphasize the main technological features that may occur in real live applications of boundary feedback control.Stability and Boundary Stabilization of 1-D Hyperbolic Systems will be of interest to graduate students and researchers in applied mathematics and control engineering. The wide range of applications it discusses will help it to have as broad an appeal within these groups as possible.
- Published
- 2016
- Full Text
- View/download PDF
44. Postprocessing Galerkin method applied to a data assimilation algorithm: a uniform in time error estimate
- Author
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Mondaini, Cecilia F. and Titi, Edriss S.
- Subjects
math.NA ,37L65 ,FOS: Physical sciences ,physics.ao-ph ,65M15 ,Numerical Analysis (math.NA) ,physics.geo-ph ,Geophysics (physics.geo-ph) ,Physics - Geophysics ,Physics::Fluid Dynamics ,Physics - Atmospheric and Oceanic Physics ,Mathematics - Analysis of PDEs ,35Q30 ,76B75 ,Atmospheric and Oceanic Physics (physics.ao-ph) ,93C20 ,FOS: Mathematics ,Mathematics - Numerical Analysis ,35Q30, 37L65, 65M15, 65M70, 76B75, 93C20 ,math.AP ,65M70 ,Analysis of PDEs (math.AP) - Abstract
We apply the Postprocessing Galerkin method to a recently introduced continuous data assimilation (downscaling) algorithm for obtaining a numerical approximation of the solution of the two-dimensional Navier-Stokes equations corresponding to given measurements from a coarse spatial mesh. Under suitable conditions on the relaxation (nudging) parameter, the resolution of the coarse spatial mesh and the resolution of the numerical scheme, we obtain uniform in time estimates for the error between the numerical approximation given by the Postprocessing Galerkin method and the reference solution corresponding to the measurements. Our results are valid for a large class of interpolant operators, including low Fourier modes and local averages over finite volume elements. Notably, we use here the 2D Navier-Stokes equations as a paradigm, but our results apply equally to other evolution equations, such as the Boussinesq system of Benard convection and other oceanic and atmospheric circulation models.
- Published
- 2016
- Full Text
- View/download PDF
45. Data Assimilation algorithm for 3D Bénard convection in porous media employing only temperature measurements
- Author
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Farhat, Aseel, Lunasin, Evelyn, and Titi, Edriss S.
- Subjects
General Mathematics ,Porous media ,37C50 ,FOS: Physical sciences ,Physics - Geophysics ,Mathematics - Analysis of PDEs ,Continuous data assimilation ,Signal synchronization ,FOS: Mathematics ,93C20 ,Downscaling ,Electrical and Electronic Engineering ,math.AP ,Nudging ,35Q30, 93C20, 37C50, 76B75, 34D06 ,Applied Mathematics ,Fluid Dynamics (physics.flu-dyn) ,Physics - Fluid Dynamics ,Pure Mathematics ,physics.geo-ph ,Geophysics (physics.geo-ph) ,physics.flu-dyn ,35Q30 ,34D06 ,76B75 ,Benard convection ,Analysis of PDEs (math.AP) - Abstract
In this paper we propose a continuous data assimilation (downscaling) algorithm for the B\'enard convection in porous media using only coarse mesh measurements of the temperature. In this algorithm, we incorporate the observables as a feedback (nudging) term in the evolution equation of the temperature. We show that under an appropriate choice of the nudging parameter and the size of the mesh, and under the assumption that the observed data is error free, the solution of the proposed algorithm converges at an exponential rate, asymptotically in time, to the unique exact unknown reference solution of the original system, associated with the observed (finite dimensional projection of) temperature data. Moreover, we note that in the case where the observational measurements are not error free, one can estimate the error between the solution of the algorithm and the exact reference solution of the system in terms of the error in the measurements., Comment: arXiv admin note: text overlap with arXiv:1504.05978
- Published
- 2015
46. Finite determining parameters feedback control for distributed nonlinear dissipative systems - a computational study
- Author
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Edriss S. Titi and Evelyn Lunasin
- Subjects
Control and Optimization ,Computer science ,Stability (learning theory) ,Physical system ,Context (language use) ,37L30 ,93D15 ,01 natural sciences ,Mathematics - Analysis of PDEs ,37L25 ,Reaction–diffusion system ,FOS: Mathematics ,93C20 ,Applied mathematics ,0101 mathematics ,Navier–Stokes equations ,math.AP ,35K57, 37L25, 37L30, 37N35, 93B52, 93C20, 93D15 ,Applied Mathematics ,010102 general mathematics ,Invariant (physics) ,010101 applied mathematics ,Nonlinear system ,35K57 ,37N35 ,Modeling and Simulation ,93B52 ,Dissipative system ,Analysis of PDEs (math.AP) - Abstract
We present a computational study of a simple finite-dimensional feedback control algorithm for stabilizing solutions of infinite-dimensional dissipative evolution equations such as reaction-diffusion systems, the Navier-Stokes equations and the Kuramoto-Sivashinsky equation. This feedback control scheme takes advantage of the fact that such systems possess finite number of determining parameters or degrees of freedom, namely, finite number of determining Fourier modes, determining nodes, and determining interpolants and projections. In particular, the feedback control scheme uses finitely many of such observables and controllers that are acting on the coarse spatial scales. We demonstrate our numerical results for the stabilization of the unstable zero solution of the 1D Chafee-Infante equation and 1D Kuramoto-Sivashinksky equation. We give rigorous stability analysis for the feedback control algorithm and derive sufficient conditions relating the control parameters and model parameter values to attune to the control objective., 32 pages
- Published
- 2015
47. Active control for statistically stationary turbulent premixed flame simulations
- Author
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John B. Bell, Joseph F. Grcar, Day, and M.J. Lijewski
- Subjects
Surface (mathematics) ,Engineering ,active control ,Mechanical engineering ,65M06 ,Combustion ,Curvature ,Physics::Fluid Dynamics ,Flashback ,93C20 ,medicine ,Physics::Chemical Physics ,65M50 ,Premixed flame ,business.industry ,Turbulence ,Applied Mathematics ,Mechanics ,turbulent flames ,Active control ,Computer Science Applications ,Computational Theory and Mathematics ,80A25 ,statistically stationary ,medicine.symptom ,business ,Intensity (heat transfer) - Abstract
The speed of propagation of a premixed turbulent flame correlates with the intensity of the turbulence encountered by the flame. One consequence of this property is that premixed flames in both laboratory experiments and practical combustors require some type of stabilization mechanism to prevent blow-off and flashback. The stabilization devices often introduce a level of geometric complexity that is prohibitive for detailed computational studies of turbulent flame dynamics. Furthermore, the stabilization introduces additional fluid mechanical complexity into the overall combustion process that can complicate the analysis of fundamental flame properties. To circumvent these difficulties we introduce a simple, heuristic feedback control algorithm that allows us to computationally stabilize a turbulent premixed flame in a simple geometric configuration. For the simulations, we specify turbulent inflow conditions and dynamically adjust the integrated fueling rate to control the mean location of the flame in the domain. We outline the numerical procedure, and illustrate the behavior of the control algorithm on methane flames at various equivalence ratios in two dimensions. The simulation data are used to study the local variation in the speed of propagation due to flame surface curvature.
- Published
- 2006
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48. Robust control problems of vortex dynamics in superconducting films with Ginzburg-Landau complex systems
- Author
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Aziz Belmiloudi, Institut de Recherche Mathématique de Rennes (IRMAR), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-École normale supérieure - Rennes (ENS Rennes)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-INSTITUT AGRO Agrocampus Ouest, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), AGROCAMPUS OUEST, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Université de Rennes 2 (UR2), Université de Rennes (UNIV-RENNES)-École normale supérieure - Rennes (ENS Rennes)-Centre National de la Recherche Scientifique (CNRS)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), and Institut National des Sciences Appliquées (INSA)-Université de Rennes (UNIV-RENNES)-Institut National des Sciences Appliquées (INSA)
- Subjects
Physics ,0209 industrial biotechnology ,lcsh:Mathematics ,Applied Mathematics ,010102 general mathematics ,Mathematical analysis ,02 engineering and technology ,lcsh:QA1-939 ,System of linear equations ,01 natural sciences ,Robin boundary condition ,Nonlinear system ,020901 industrial engineering & automation ,Control theory ,Condensed Matter::Superconductivity ,Saddle point ,93C20 ,Initial value problem ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Uniqueness ,0101 mathematics ,Robust control ,[MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA] ,Analysis ,Vector potential - Abstract
43 p.; International audience; We formulate and study robust control problems for a two-dimensional time-dependent Ginzburg-Landau model with Robin boundary conditions on phase-field parameter, which describes the phase transitions taking place in superconductor films with variable thickness. The objective of such study is to control the motion of vortices in the superconductor films by taking into account the influence of noises in data. Firstly, we introduce the perturbation problem of the nonlinear governing coupled system of equations (the deviation from the desired target). The existence and the uniqueness of the solution of the perturbation are proved as well as stability under mild assumptions. Afterwards, the robust control problems are formulated in the case when the control is in the external magnetic field and in the case when the control is in the initial condition of the vector potential. We show the existence of an optimal solution, and we also find necessary conditions for a saddle point optimality
- Published
- 2006
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49. A spectral approach for the exact observability of infinite-dimensional systems with skew-adjoint generator
- Author
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Takéo Takahashi, Gérald Tenenbaum, Marius Tucsnak, Karim Ramdani, Robust control of infinite dimensional systems and applications (CORIDA), Institut Élie Cartan de Nancy (IECN), Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Mathématiques et Applications de Metz (LMAM), Centre National de la Recherche Scientifique (CNRS)-Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Université Paul Verlaine - Metz (UPVM)-Inria Nancy - Grand Est, Institut National de Recherche en Informatique et en Automatique (Inria), Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS), and Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Inria Nancy - Grand Est
- Subjects
0209 industrial biotechnology ,Schrödinger equation ,Boundary exact controllability ,02 engineering and technology ,01 natural sciences ,Poincaré–Steklov operator ,Bounded operator ,symbols.namesake ,020901 industrial engineering & automation ,[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP] ,Observability ,0101 mathematics ,Mathematics ,93C25 ,93B07 ,93C20 ,11N36 ,Partial differential equation ,Operator (physics) ,010102 general mathematics ,Mathematical analysis ,Hilbert space ,Hautus test ,Exact differential equation ,Plate equation ,symbols ,Wave equation ,Boundary exact observability ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Analysis - Abstract
Let A be a possibly unbounded skew-adjoint operator on the Hilbert space X with compact resolvent. Let C be a bounded operator from D ( A ) to another Hilbert space Y. We consider the system governed by the state equation z ˙ ( t ) = Az ( t ) with the output y ( t ) = Cz ( t ) . We characterize the exact observability of this system only in terms of C and of the spectral elements of the operator A. The starting point in the proof of this result is a Hautus-type test, recently obtained in Burq and Zworski (J. Amer. Soc. 17 (2004) 443–471) and Miller (J. Funct. Anal. 218 (2) (2005) 425–444). We then apply this result to various systems governed by partial differential equations with observation on the boundary of the domain. The Schrodinger equation, the Bernoulli–Euler plate equation and the wave equation in a square are considered. For the plate and Schrodinger equations, the main novelty brought in by our results is that we prove the exact boundary observability for an arbitrarily small observed part of the boundary. This is done by combining our spectral observability test to a theorem of Beurling on nonharmonic Fourier series and to a new number theoretic result on shifted squares.
- Published
- 2005
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50. On controllability, parametrization, and output tracking of a linearized bioreactor model
- Author
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Petri Kokkonen, Jouko Tervo, and Markku Nihtilä
- Subjects
Applied Mathematics ,lcsh:Mathematics ,lcsh:QA1-939 ,Transfer function ,93B05 ,Controllability ,Nonlinear system ,Algebraic equation ,93C80 ,Distributed parameter system ,Control theory ,35K57 ,93C20 ,Partial derivative ,Invariant (mathematics) ,Parametrization ,Mathematics - Abstract
The paper deals with a distributed parameter system related to the so-called fixed-bed bioreactor. The original nonlinear partial differential system is linearized around the steady state. We find that the linearized system is not exactly controllable but it is approximatively controllable when certain algebraic equations hold. We apply frequency-domain methods (transfer function analysis) to consider a related output tracking problem. The input-output system can be formulated as a translation invariant pseudodifferential equation. A simulation shows that the calculation scheme is stable. An idea to use frequency-domain methods and certain pseudodifferential operators for parametrization of control systems of more general systems is pointed out.
- Published
- 2003
Catalog
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