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2. Sustainability-oriented applications of the half-derivative and of the half-integral in control system design.
- Author
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Bruzzone, Luca and Nodehi, Shahab Edin
- Subjects
- *
SCIENTIFIC literature , *SYSTEMS design , *IMPEDANCE control , *FRACTIONAL calculus , *MANIPULATORS (Machinery) , *ENERGY consumption - Abstract
The present paper deals with the applications of the half-derivative (derivative of order 1/2) and of the half-integral (integral of order 1/2) in control system design, with particular focus on sustainability. Fractional Calculus (FC) is the branch of mathematics which deals with derivatives and integrals whose order is non-integer. Nowadays FC is successfully applied in engineering applications, and in particular in control system design. The most widespread approach to apply FC to control systems is the so-called Fractional Order PID scheme (FOPID), which is a PID with non-integer order integrals and derivatives of the error. This scheme has two more control parameters, the orders of integration and derivation, thus improving the closed-loop behavior. An alternative approach to apply FC to control system is the Distributed Order PID (DOPID), in which the control output is the sum n differintegrators, with n odd and≥3, and with orders which are equally spaced in the interval [−1, +1]. For n=5, the differintegration orders are −1, −1/2, 0, +1/2, +1, adding to the PID the half-integral term (order −1/2) and the half-derivative term (order +1/2). The effectiveness of DOPID has been investigated in the scientific literature, and can lead to lower energy consumption with similar control readiness and error. Considering Multi-Input Multi-Output (MIMO) systems, and in particular robotic manipulators, a possible application of the half-derivative is the so-called KDHD impedance control. With respect to classical impedance control, KD, characterized by a stiffness and a damping term, a half-derivative damping term is added, proportional to the half-derivative of the end-effector error through the half-derivative damping matrix HD. Also in this case, additional control parameters, the elements of the matrix HD, allow a more efficient optimization of the closed-loop behavior. This kind of controllers represent an effective and nearly cost-free evolution of classical integer-order schemes, able to reduce energy consumption of mechatronic and automation devices. Another possible promising application of the half-derivative damping is the exploitation of renewable energies, for example for controlling the power take-off systems of Wave Energy Converters. In the paper, some possible future sustainability-oriented research directions involving the use of half-derivatives and half-integrals in control systems are outlined. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
3. Coefficient diagram method based optimally tuned FOPID controller design for a magnetic levitation system.
- Author
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Silas, Manjusha and Bhusnur, Surekha
- Subjects
- *
MAGNETIC suspension , *ELECTROMAGNETIC forces , *FRACTIONAL calculus , *SYSTEMS design , *NONLINEAR systems - Abstract
The optimum design of a controller plays a significant role in obtaining an adequate response from the process plant. However, in several areas of fractional order control system design, the coefficient diagram method (CDM) has not been thoroughly explored. The article proposes an optimal non-integer PIλDμ controller integrated with the CDM to accurately regulate the location of an unstable Magnetic Ball Levitation System (MLS). The controller maintains a predetermined force on the electromagnetic coil, allowing the ball to levitate. The controller's design entities are derived through the use of the CDM and a recently proposed Mayfly optimizer algorithm(MOA) that incorporates IAE, ITAE, ISE, and ITSE performance criteria, offering efficient, intelligent, and speedy solutions to complex design problems. The paper aims to leverage the powerful computational capabilities of fractional calculus (FC) in combination with the benefits of the CDM control strategy across various fields of control theory. The article also proposes a design methodology for the CDM-PIλDµ controller, which offers improved performance for systems containing non-linear and time-varying parameters. Simulation results demonstrate a comparativeanalysis of the transient response, including optimum overshoot, rise time, and settling time. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Some unified integral formulae involving with general class of polynomials and generalized Hurwitz-Lerch zeta function.
- Author
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Bhadana, Krishna Gopal, Meena, Ashok Kumar, and Mishra, Vishnu Narayan
- Subjects
ZETA functions ,FRACTIONAL calculus ,POLYNOMIALS ,HYPERGEOMETRIC functions ,INTEGRALS - Abstract
In the present paper, we explore some new formulae of fractional calculus, including the general class of polynomials given by Srivastava [5] and the generalized Hurwitz–Lerch zeta function given by Nadeem et al. [11]. The obtained results are in the form of hypergeometric function, which are made with the help of Hadamard product. We have also derived some important special cases from the main results. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
5. The Types of Derivatives and Bifurcation in Fractional Mechanics.
- Author
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Béda, Peter B.
- Subjects
SOLID mechanics ,MATHEMATICAL models ,FRACTIONAL calculus - Abstract
Fractional calculus appears to be a powerful tool of solid mechanics. In recent years several papers have been published including various forms of non-localities. Two basic fields can be distinguished, there are non-locality in space and in time. When term non-locality is used in its original meaning the value of some quantity in an internal point of the body is determined by the values of other quantities in a whole region around that location. The second one means to include hereditary effects like non-classical viscosity and study fractional visco-elasticity or visco-plasticity. In non-linear stability investigation the way of the loss of stability is studied and classified as a generic static or dynamic bifurcation. To do that step some kind of regular condition is necessary. This condition is connected with non-locality. Generally such behaviour is a result of viscous (time derivative) and gradient dependent terms in the constitutive equations. Such derivatives are not always of first order. There are materials where tests justify models with fractional order derivatives. Moreover, there are (for example Riemann-Liouville) type of fractional derivatives which are non-local itself. Thus by defining strain by fractional derivation of the displacement field a non-local quantity appears instead of the conventional (local) strain. In such a way various versions of non-localities are obtained by using various types of fractional derivatives. The paper studies how the selection of that fractional derivative effects the way of the loss of stability. Basically the study aims constitutive modelling via instability phenomena, that is, by observing the way of loss of stability of some material we can be informed about the form of fractional derivative in its mathematical model. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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6. Fractional Calculus of Some “New” but Not New Special Functions: K-, Multi-index-, and S-Analogues.
- Author
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Kiryakova, Virginia
- Subjects
SPECIAL functions ,FRACTIONAL calculus ,HYPERGEOMETRIC functions ,BESSEL functions - Abstract
This paper is a continuation, as Part 2, of the recent author’s papers [18], [19], [20], where we have emphasized on our general and unified approach to evaluate operators of fractional calculus of a very general class of special functions. Namely, we have results for images of the Wright generalized hypergeometric functions (W. g.h.f.-s) under the operators of classical and generalized fractional calculus. Thus, great part of results published by other authors in numerous papers (for part of them - see references in the above mentioned 3 papers and also, herein) come as immediate particular cases. It is because the special functions considered there are all of them Wright g.h.f.-s, and the FC operators like the Riemann-Liouville (RL), Erdélyi-Kober (EK), Saigo, Marichev-Saigo-Maeda (MSM), etc., are all of them particular cases of the operators of Generalized Fractional Calculus (GFC), [11]. We gave previously long list of illustrative examples for the efficiency of the general approach, and now continue it. Recently, some authors repeated the job to evaluate FC operators of some special functions which they introduced and considered as “new” ones. Among them are some examples of the so-called k-analogues of the Bessel and Mittag-Leffler functions, generalized multi-index Bessel and Mittag-Leffler functions, K- and M-series and S -functions. In Section 5 we show that all these are just cases, again, of the Wright generalized hypergeometric function. Then, the results provided by the mentioned authors can come easily from our general ones. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
7. Neglecting nonlocality leads to unrealistic numerical scheme for fractional differential equation: Fake and manipulated results.
- Author
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Khan, Muhammad Altaf
- Subjects
FRACTIONAL differential equations ,NONLINEAR equations ,FRACTIONAL calculus ,COMPUTER simulation ,CAPUTO fractional derivatives - Abstract
The purpose of this paper is to highlight the main comment raised on the published manuscript [A. Atangana and K. M. Owolabi, Math. Model. Nat. Phenom. 13, 3 (2018)] by Garrappa [Commun. Nonlinear Sci. Numer. Simul. 70, 302–306 (2019)]. It was shown that the scheme proposed by Garrappa [Commun. Nonlinear Sci. Numer. Simul. 70, 302–306 (2019)] did not capture the memory and nonlocality and led to unreliable results. Therefore, we decided to highlight and validate this issue by means of a scheme where misprinting or typos were observed. Further, we propose some examples where some of them were reported by Garrappa [Commun. Nonlinear Sci. Numer. Simul. 70, 302–306 (2019)]. It is shown further by considering different examples of the nature of linear and nonlinear problems, and we show that the scheme presented by Atangana and Owolabi [Math. Model. Nat. Phenom. 13, 3 (2018)] is correct and gives 100% agreement for the case of linear problems with the other methods in the literature, while for the case of nonlinear problems, it gives a reasonable agreement and thus the claim by Garrappa [Commun. Nonlinear Sci. Numer. Simul. 70, 302–306 (2019)] is baseless. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
8. Approximate solution of fractional order random ordinary differential equations using homotopy perturbation method.
- Author
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Mohammed, Sahar A., Fadhel, Fadhel S., and Hussain, Kasim A.
- Subjects
- *
FRACTIONAL calculus , *BROWNIAN motion , *ORDINARY differential equations , *FRACTIONAL differential equations - Abstract
In this paper, the homotopy perturbation method will be applied to find the approximate solution of fractional order random ordinary differential equations, in which the fractional order derivatives and integrals are defined using Caputo and Riemann-Liouville definitions of fractional derivatives and integrals, respectively. Also, the convergence of the approximated solution is stated and proved in this work. The work is verified for three different examples, which are simulated for different generations of Brownian motion. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Analysis of semi-analytical method for solving fuzzy fractional differential equations with strongly nonlinearity under caputo derivative sense.
- Author
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Hashim, Dulfikar Jawad, Jameel, Ali Fareed, and Ying, Teh Yuan
- Subjects
- *
INITIAL value problems , *SET theory , *PHENOMENOLOGICAL theory (Physics) , *FUZZY graphs , *FUZZY sets , *FRACTIONAL calculus - Abstract
Fractional differential equations with strong nonlinearity are important in modelling complex physical phenomena. Therefore, there is an urgent need to employ new technique to help researches and physicists to understand the physical problems better and to deal with such equations. In this paper, we develop and analyze a semi-analytical technique called the homotopy analysis method (HAM) which solve first order fuzzy fractional differential equation with strong nonlinearity under Caputo derivative sense by adjusting the convergence of the series solution. The paper also presents the fuzzy formulation of the proposed HAM using the concepts of fuzzy set theory combined with the properties of fractional calculus and analyzed it in order to obtain the semi-analytical solution. The feasibility of the technique is presented by solving an example of first order nonlinear fractional fuzzy initial value problem (NFFIVP). Finally, the numerical results show that the applied technique is accurate and reliable in solving first order NFFIVP. Thus, the proposed HAM can be extended to treat more general fuzzy fractional order models in physics and engineering. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
10. Harmonic symmetry of the Riemann zeta fractional derivative.
- Author
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Guariglia, Emanuel
- Subjects
HARMONIC analysis (Mathematics) ,MATHEMATICAL symmetry ,RIEMANN-Hilbert problems ,FRACTIONAL calculus ,INTEGRAL transforms - Abstract
The harmonic properties concerning the fractional derivative of Riemann zeta function are presented through the computation of the double one-sided Fourier transform. In this paper, it is computed both analytically and numerically. The symmetry of this integral transform is shown and discussed through the investigation of real and imagine parts. In addition, the link between the fractional derivative of Riemann zeta function and wavelet analysis is introduced. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
11. A new subclass of p-valent functions associated with some fractional calculus operator.
- Author
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Marimuthu, K., Uma, J., and Mayilvaganan, S.
- Subjects
STAR-like functions ,FRACTIONAL calculus - Abstract
In this paper, we define a subclass of p-valent (starlike of order α and type β) functions with negative coefficients using fractional calculus operator. We determine and obtain the coefficient estimate, distortion bounds and interesting properties for the subclass of p-valent functions. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
12. Modeling and hardware implementation of universal interface-based floating fractional-order mem-elements.
- Author
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Li, Ya, Xie, Lijun, Zheng, Ciyan, Yu, Dongsheng, and Eshraghian, Jason K.
- Subjects
PRINTED circuits ,FRACTIONAL calculus ,HARDWARE - Abstract
Fractional-order systems generalize classical differential systems and have empirically shown to achieve fine-grain modeling of the temporal dynamics and frequency responses of certain real-world phenomena. Although the study of integer-order memory element (mem-element) emulators has persisted for several years, the study of fractional-order mem-elements has received little attention. To promote the study of the characteristics and applications of mem-element systems in fractional calculus and memory systems, a novel universal fractional-order mem-elements interface for constructing three types of fractional-order mem-element emulators is proposed in this paper. With the same circuit topology, the floating fractional-order memristor, the fractional-order memcapacitor, and fractional-order meminductor emulators can be implemented by simply combining the impedances of different passive elements. PSPICE circuit simulation and printed circuit board hardware experiments validate the dynamical behaviors and effectiveness of our proposed emulators. In addition, the dynamic relationship between fractional-order parameters and values of fractional-order impedance is explored in MATLAB simulation. The proposed fractional-order mem-element emulators built based on the universal interface are constructed with a small number of active and passive elements, which not only reduces the cost but also promotes the development of fractional-order mem-element emulators and application research for the future. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
13. A fractional-order two-strain epidemic model with two vaccinations.
- Author
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Kaymakamzade, Bilgen, Hincal, Evren, Amilo, David, Ashyralyev, Allaberen, Ashralyyev, Charyyar, Erdogan, Abdullah S., Lukashov, Alexey, and Sadybekov, Makhmud
- Subjects
FRACTIONAL calculus ,FRACTIONAL differential equations ,ORDINARY differential equations ,JACOBIAN matrices ,VACCINATION ,EPIDEMICS - Abstract
In this research paper, we extended an existing SIR epidemic integer model containing two strains and two vaccinations by using a system of fractional ordinary differential equations in the sense of Caputo derivative of order σ ∈ (0, 1]. Four equilibrium points were established which are disease free equilibrium, strain1 disease free equilibrium, strain2 disease free equilibrium and endemic equilibrium. Explicit analysis of the equilibrium points of the model was given by applying fractional calculus and Routh-Hurwitz criterion. Stability analysis of the equilibrium points was carried out by employing the Jacobian matrix. Numerical simulations were iterated to support the analytic results. It was shown that when both of the reproduction numbers R
1 and R2 are less than one, the disease die out over time and while it persist in relation to the thriving strain when either of them is greater than one. We also studied the effect of vaccine. With the fractional order technique, the memory effect of the system is made visible and hence easier to predict. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
14. Bifurcation analysis of a noisy vibro-impact oscillator with two kinds of fractional derivative elements.
- Author
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Yang, YongGe, Xu, Wei, and Yang, Guidong
- Subjects
FRACTIONAL calculus ,BIFURCATION theory ,RANDOM noise theory ,WHITE noise ,MONTE Carlo method - Abstract
To the best of authors' knowledge, little work was referred to the study of a noisy vibro-impact oscillator with a fractional derivative. Stochastic bifurcations of a vibro-impact oscillator with two kinds of fractional derivative elements driven by Gaussian white noise excitation are explored in this paper. We can obtain the analytical approximate solutions with the help of non-smooth transformation and stochastic averaging method. The numerical results from Monte Carlo simulation of the original system are regarded as the benchmark to verify the accuracy of the developed method. The results demonstrate that the proposed method has a satisfactory level of accuracy. We also discuss the stochastic bifurcation phenomena induced by the fractional coefficients and fractional derivative orders. The important and interesting result we can conclude in this paper is that the effect of the first fractional derivative order on the system is totally contrary to that of the second fractional derivative order. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
15. Fractional modeling of urban growth with memory effects.
- Author
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Kee, Chun Yun, Chua, Cherq, Zubair, Muhammad, and Ang, L. K.
- Subjects
URBAN growth ,FRACTIONAL calculus ,URBAN planning ,ORDINARY differential equations ,ELECTRIC power consumption ,SUSTAINABLE urban development ,WATER supply - Abstract
The previous urban growth model by L. M. A. Bettencourt was developed under the framework of a constant β scaling law in an ordinary differential equation based model assuming instantaneous dynamic growth. In this paper, we improve the model by considering the memory effects based on fractional calculus. By testing this new fractional model to different urban attributes related to sustainable growth, such as congestion delay, water supply, and electricity consumption for selected countries (the USA, China, Singapore, Canada, Switzerland, New Zealand), this new model may provide better agreement to the annual population growth by numerically finding the optimal fractional parameter for different attributes. Based on the theoretical time-independent scaling of β = 5 / 6 (sub-linear) and β = 7 / 6 (super-linear), we also analyze the population growth of 42 countries from 1960 to 2018. Furthermore, time-dependent scaling law extracted from empirical data is shown to provide further improvements. With better agreement between this proposed fractional model and the collected empirical population growth data, useful parameters can be estimated. For example, the maintenance cost and additional cost related to the sustainable growth (for a given city's attribute) can be quantitatively determined for the informed decision and urban planning for the sustainable growth of cities. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
16. Stability of nonlinear pantograph fractional differential equation with integral operator.
- Author
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Selvam, A. George Maria and Jacob, S. Britto
- Subjects
INTEGRAL operators ,INTEGRAL equations ,OPERATOR equations ,PANTOGRAPH ,FRACTIONAL calculus ,FRACTIONAL integrals ,CAPUTO fractional derivatives ,FRACTIONAL differential equations - Abstract
Fractional calculus is a dynamic research field for mathematicians, engineers and physicists. The qualitative properties of fractional differential equations have significant growth due to their ability to model the real-world phenomena. In this research paper, Ulam-Hyers stability of nonlinear Pantograph fractional differential equation involving the Mittag–Leffler integral operator in the form Atangana – Baleanu derivative is analyzed. The existence and uniqueness of solutions are obtained by employing the fixed point theorems such as Arzela-Ascoli theorem, Schauders theorem and Banach contraction principle. Also using results of fixed points theorems and properties, adequate conditions for Ulam-Hyers(UH) stability and Generalized Ulam-Hyers stability are established. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
17. The Fractional Differential Equation with Riemann Derivative Versus the Classical Equation for a Damped Harmonic Oscillator.
- Author
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Pawlikowski, Rafał, Łabędzki, Paweł, and Radowicz, Andrzej
- Subjects
DAMPING (Mechanics) ,FRACTIONAL differential equations ,HARMONIC oscillators ,RIEMANNIAN geometry ,FRACTIONAL calculus - Abstract
Over the recent years, from among new mathematical methods the fractional differential calculus arouses particularly big hope. Some scientists expect that the fractional calculus will enable new discoveries and offer a new perspective on the old well-known problems. The equations of the harmonic oscillator is fundamental for many theories and models in physics and mechanics, and their solutions in the classical calculus are very well known. Some scientists attempt to look at them in a different way by replacing the classical derivatives with fractional ones and creating a set of new fractional equations. The aim of the paper is comparison of the classical equation for a damped harmonic oscillator with the fractional differential equation especially with fractional Riemann derivative. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
18. On Fractional Forced Oscillator.
- Author
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Łabędzki, Paweł, Pawlikowski, Rafał, and Radowicz, Andrzej
- Subjects
FRACTIONAL calculus ,HARMONIC oscillators ,VISCOELASTIC materials ,FRACTIONAL differential equations ,VIBRATION (Mechanics) - Abstract
Fractional calculus is widely used in formulation of constitutive relations for viscoelastic materials. Problems of vibration of continuous structures, when such constitutive relations are used, leads to fractional differential equations similar to the equation of forced, damped, harmonic oscillator. In this paper two fractional oscillators are investigated (corresponding to two constitutive relations of viscoelastic materials). Closed-form solutions are obtained using Laplace Transform method, resonance curves for these oscillators are calculated numerically, and influence on its shape of the model parameters are analyzed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
19. Fractional derivative model for diffusion-controlled adsorption at liquid/liquid interface.
- Author
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Bazhlekov, Ivan and Bazhlekova, Emilia
- Subjects
FRACTIONAL calculus ,INTEGRAL equations ,ADSORPTION (Chemistry) ,DIFFUSION ,LIQUID-liquid interfaces ,SURFACE active agents - Abstract
The Ward-Tordai integral equation governs the diffusion-controlled surfactant adsorption at air/liquid interfaces. In this paper the Ward-Tordai equation is generalized in two directions. First, the adsorption is assumed to take place at a liquid/liquid interface, where the surfactant is soluble in both liquid phases. Second, the diffusion in the bulk phases is anomalous and is governed by time-fractional diffusion equations. For the computation of the change of adsorption with time two numerical techniques are proposed and compared. Numerical results are presented. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
20. Numerical Solution of Fourth-order Fractional Diffusion Wave Model.
- Author
-
Xuhao Li and Wong, Patricia J. Y.
- Subjects
STOCHASTIC convergence ,NUMERICAL analysis ,SIMULATION methods & models ,FRACTIONAL calculus ,STABILITY theory - Abstract
In this paper, we shall construct a new numerical scheme for fourth-order fractional diffusion wave model. The solvability, stability and convergence of proposed method are established in l2 norm and it is shown that the numerical scheme improves the earlier work done. Simulation is carried out to verity the accuracy and efficiency of the numerical scheme. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
21. Numerical Solutions of Fuzzy Fractional Diffusion Equations by Two Different Finite Difference Schemes.
- Author
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Zureigat, Hamzeh and Ismail, Ahmad Izani
- Subjects
CAPUTO fractional derivatives ,FRACTIONAL calculus ,FRACTIONAL differential equations ,DIFFERENTIAL equations ,DIRECTION field (Mathematics) - Abstract
In this paper, we investigate a numerical scheme for a fuzzy time fractional diffusion equation. Two finite difference schemes, that is the forward time centre space (FTCS) and the Crank-Nicholson methods, are studied. The time fractional derivative is defined using the Caputo formula. A numerical example is presented to illustrate the feasibility of the proposed methods. The obtained results show that the Crank-Nicholson method achieves more accurate solution compared with the FTCS method [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
22. Stability Analysis and Nonstandard Grünwald-Letnikov Scheme for a Fractional Order Predator-Prey Model with Ratio-Dependent Functional Response.
- Author
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Suryanto, Agus and Darti, Isnani
- Subjects
FRACTIONAL calculus ,LOTKA-Volterra equations ,STABILITY theory ,NONSTANDARD mathematical analysis ,APPROXIMATION theory ,COMPUTER simulation ,FINITE difference method - Abstract
In this paper we discuss a fractional order predator-prey model with ratio-dependent functional response. The dynamical properties of this model is analyzed. Here we determine all equilibrium points of this model including their existence conditions and their stability properties. It is found that the model has two type of equilibria, namely the predator-free point and the co-existence point. If there is no co-existence equilibrium, i.e. when the coefficient of conversion from the functional response into the growth rate of predator is less than the death rate of predator, then the predator-free point is asymptotically stable. On the other hand, if the co-existence point exists then this equilibrium is conditionally stable. We also construct a nonstandard Grnwald-Letnikov (NSGL) numerical scheme for the propose model. This scheme is a combination of the Grnwald-Letnikov approximation and the nonstandard finite difference scheme. This scheme is implemented in MATLAB and used to perform some simulations. It is shown that our numerical solutions are consistent with the dynamical properties of our fractional predator-prey model. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
23. Use of fractional calculus to evaluate some improper integrals of special functions.
- Author
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Kiryakova, Virginia
- Subjects
FRACTIONAL calculus ,INTEGRALS ,SPECIAL functions ,HYPERGEOMETRIC functions ,OPERATOR theory - Abstract
In this paper we point out on some author's ideas and developments, combined with few basic classical results, that show how one can do the task posed in the title at once, and in rather general case: for both operators of generalized fractional calculus and generalized hypergeometric functions. In this way, the greater part of the results in the publications mentioned in References (and many others not in this limited list) are well predicted and come just as very special cases of the discussed general scheme. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
24. Dispersive long wave of nonlinear fractional Wu-Zhang system via a modified auxiliary equation method.
- Author
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Khater, Mostafa M. A., Lu, Dianchen, and Attia, Raghda A. M.
- Subjects
PARTIAL differential equations ,FRACTIONAL calculus ,ORDINARY differential equations - Abstract
In this paper, we examine a modified auxiliary equation method. We applied this novel method on Wu-Zhang system. This model used to describe (1 + 1)-dimensional dispersive long wave in two horizontal directions on shallow waters. This model is one of the fractional nonlinear partial differential equations. We used conformable derivatives properties to convert nonlinear fractional partial differential equation into the ordinary differential equation with integer order. We obtained many different kinds of solutions such as kink and anti-kink, dark, bright, shock, singular, periodic solitary wave. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
25. Bifurcation dynamics of the tempered fractional Langevin equation.
- Author
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Caibin Zeng, Qigui Yang, and YangQuan Chen
- Subjects
BIFURCATION theory ,DYNAMICAL systems ,FRACTIONAL calculus ,LANGEVIN equations ,MATHEMATICAL models of turbulence ,BROWNIAN motion - Abstract
Tempered fractional processes offer a useful extension for turbulence to include low frequencies. In this paper, we investigate the stochastic phenomenological bifurcation, or stochastic P-bifurcation, of the Langevin equation perturbed by tempered fractional Brownian motion. However, most standard tools from the well-studied framework of random dynamical systems cannot be applied to systems driven by non-Markovian noise, so it is desirable to construct possible approaches in a non-Markovian framework. We first derive the spectral density function of the considered system based on the generalized Parseval's formula and the Wiener-Khinchin theorem. Then we show that it enjoys interesting and diverse bifurcation phenomena exchanging between or among explosivelike, unimodal, and bimodal kurtosis. Therefore, our procedures in this paper are not merely comparable in scope to the existing theory of Markovian systems but also provide a possible approach to discern P-bifurcation dynamics in the non-Markovian settings. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
26. Stochastic responses of Van der Pol vibro-impact system with fractional derivative damping excited by Gaussian white noise.
- Author
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Yanwen Xiao, Wei Xu, and Liang Wang
- Subjects
VAN der Pol equation ,RANDOM noise theory ,STOCHASTIC analysis ,FRACTIONAL calculus ,ADDITIVE white Gaussian noise - Abstract
This paper focuses on the study of the stochastic Van der Pol vibro-impact system with fractional derivative damping under Gaussian white noise excitation. The equations of the original system are simplified by non-smooth transformation. For the simplified equation, the stochastic averaging approach is applied to solve it. Then, the fractional derivative damping term is facilitated by a numerical scheme, therewith the fourth-order Runge-Kutta method is used to obtain the numerical results. And the numerical simulation results fit the analytical solutions. Therefore, the proposed analytical means to study this system are proved to be feasible. In this context, the effects on the response stationary probability density functions (PDFs) caused by noise excitation, restitution condition, and fractional derivative damping are considered, in addition the stochastic P-bifurcation is also explored in this paper through varying the value of the coefficient of fractional derivative damping and the restitution coefficient. These system parameters not only influence the response PDFs of this system but also can cause the stochastic P-bifurcation. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
27. Reachability of fractional dynamical systems using ψ-Hilfer pseudo-fractional derivative.
- Author
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Vanterler da C. Sousa, J., Vellappandi, M., Govindaraj, V., and Frederico, Gastão S. F.
- Subjects
DYNAMICAL systems ,NONLINEAR systems ,LINEAR systems ,FRACTIONAL calculus - Abstract
In this paper, we investigate the reachability of linear and non-linear systems in the sense of the ψ-Hilfer pseudo-fractional derivative in g-calculus by means of the Mittag–Leffler functions (one and two parameters). In this sense, two numerical examples are discussed in order to elucidate the investigated results. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
28. Analytical and Numerical Solutions of Fractional Type Advection-diffusion Equation.
- Author
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Jannelli, Alessandra, Ruggieri, Marianna, and Speciale, Maria Paola
- Subjects
FRACTIONAL calculus ,INDEPENDENT variables ,FRACTIONAL differential equations ,AUTONOMOUS differential equations ,DIFFERENTIAL equations - Abstract
In this paper, the case of an equation involving fractional derivatives with respect to a single independent variable has been analyzed. Our aim is to determine its Lie's symmetry, and by using them, obtain analytical and numerical solutions. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
29. Some Properties of Generalized Fractional Integrals and Derivatives.
- Author
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Łupińska, Barbara, Odzijewicz, Tatiana, and Schmeidel, Ewa
- Subjects
FRACTIONAL calculus ,DERIVATIVES (Mathematics) ,DIFFERENTIAL calculus ,RIEMANNIAN geometry ,HADAMARD matrices - Abstract
In this paper we present some useful properties of Katugampola fractional derivative which generalizes the Riemann-Liouville and the Hadamard fractional derivatives. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
30. Haar Based Numerical Solution Of Fredholm-Volterra Fractional Integro-Differential Equation With Nonlocal Boundary Conditions.
- Author
-
Setia, Amit, Prakash, Bijil, and Vatsala, Aghalaya S.
- Subjects
FRACTIONAL calculus ,NUMERICAL solutions to boundary value problems ,INTEGRO-differential equations ,WAVELETS (Mathematics) ,GALERKIN methods - Abstract
In this paper, a numerical method is proposed to solve the Fredholm-Volterra fractional integro-differential equation with nonlocal boundary conditions by using Haar wavelets. A collocation based Galerkin's method is applied by using Haar wavelets as basis functions over the interval [0, 1). It converts the Fredholm-Volterra fractional integro-differential equation into a system of m linear equations. On incorporating q nonlocal boundary conditions, it leads to further q equations. All together it will give a system of (m + q) linear equations in (m + q) variables which can be solved. A variety of test examples are considered to illustrate the proposed method. The actual error is also measured with respect to a norm and the results are validated through error bounds. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
31. Derivative discontinuity with localized Hartree-Fock potential.
- Author
-
Nazarov, V. U. and Vignale, G.
- Subjects
HARTREE-Fock approximation ,LOCALIZATION (Mathematics) ,MATHEMATICAL proofs ,DERIVATIVES (Mathematics) ,FRACTIONAL calculus - Abstract
The localized Hartree-Fock potential has proven to be a computationally efficient alternative to the optimized effective potential, preserving the numerical accuracy of the latter and respecting the exact properties of being self-interaction free and having the correct -1/r asymptotics. In this paper we extend the localized Hartree-Fock potential to fractional particle numbers and observe that it yields derivative discontinuities in the energy as required by the exact theory. The discontinuities are numerically close to those of the computationally more demanding Hartree-Fock method. Our potential enjoys a "direct-energy" property, whereby the energy of the system is given by the sum of the single-particle eigenvalues multiplied by the corresponding occupation numbers. The discontinuities c↑ and c↓ of the spin-components of the potential at integer particle numbers N↑ and N↓ satisfy the condition c↑N↑ + c↓N↓ = 0. Thus, joining the family of effective potentials which support a derivative discontinuity, but being considerably easier to implement, the localized Hartree-Fock potential becomes a powerful tool in the broad area of applications in which the fundamental gap is an issue. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
32. Half theory. II. The application of fractional spherical harmonics to chemical bonding.
- Author
-
Bildstein, Steve
- Subjects
FRACTIONAL calculus ,SPHERICAL harmonics ,CHEMICAL bonds ,GROUND state (Quantum mechanics) ,WAVE functions ,ANGULAR momentum (Nuclear physics) - Abstract
In this paper, we use fractional hydrogenic wave functions as trial functions in a variational calculation of the ground state energies of the H 2 + ion and the He atom. We find improved estimates over those obtained using the standard integer angular momentum atomic trial states. We will see that a benefit of using these fractional functions is the generation of a directional charge distribution, which may serve to orient the atoms in chemical bonds. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
33. Multiplicity results for stationary Kirchhoff problems involving fractional elliptic operator and critical nonlinearity in RN.
- Author
-
Song, Yueqiang and Shi, Shaoyun
- Subjects
MULTIPLICITY (Mathematics) ,KIRCHHOFF'S theory of diffraction ,FRACTIONAL calculus ,ELLIPTIC operators ,NONLINEAR theories - Abstract
In this paper, we study a class of stationary Kirchhoff problems involving a fractional elliptic operator and critical nonlinearity in R N : g [ u ] s 2 (− Δ) s u = α k (x) | u | q − 2 u + β | u | 2 s * − 2 u. By using a fractional version of Lions’ second concentration compactness principle and concentration compactness principle at infinity to prove that the (PS)
c condition holds locally and by minimax methods and Krasnoselskii genus theory, we establish the multiplicity of solutions for suitable positive parameters α, β. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
34. Quasi-periodic solutions of a fractional nonlinear Schrödinger equation.
- Author
-
Jing Li
- Subjects
NONLINEAR equations ,SCHRODINGER equation ,RIESZ spaces ,FRACTIONAL calculus ,KOLMOGOROV-Arnold-Moser theory - Abstract
In the present paper, it is proved that there are many quasi-periodic solutions of a class of space fractional nonlinear Schrödinger equations with the Riesz fractional derivative by means of KAM (Kolmogorov-Arnold-Moser) theorem. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
35. Existence and Controllability Results of Impulsive Fractional Neutral Integro-differential Equation with Sectorial Operator and Infinite Delay.
- Author
-
Chalishajar, D. N., Malar, K., and Ilavarasi, R.
- Subjects
INTEGRO-differential equations ,OPERATOR equations ,FRACTIONAL calculus ,CONTROLLABILITY in systems engineering ,EVOLUTION equations ,LAPLACIAN operator - Abstract
In this paper, we deal with the existence, uniqueness and controllability results for fractional impulsive neutral functional integro-differential evolution equation in Banach spaces. The main techniques depend on the fractional calculus properties of characteristic solution operators and sectorial operators. Particulary, we do not consider that the system produces a compact semi-group. So we claim that phase space for infinite delay with impulse. Finally an example is given to illustrate for our required results. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
36. Criterion of the boundedness of a fractional integration type operator with variable upper limit in weighted Lebesgue spaces.
- Author
-
Abylayeva, Akbota
- Subjects
MATHEMATICAL bounds ,FRACTIONAL calculus ,INTEGRALS ,OPERATOR theory ,MATHEMATICAL variables ,LIMITS (Mathematics) ,LEBESGUE integral - Abstract
In this paper, the necessary and sufficient conditions of the boundedness of a fractional integration type operator with variable upper limit are obtained under different parameters in weighted Lebesgue spaces. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
37. Evaluation of the temperature effect on the fractional linear viscoelastic model for an epoxy resin.
- Author
-
Badagliacco, Dionisio, Colinas-Armijo, Natalia, Di Paola, Mario, and Valenza, Antonino
- Subjects
EPOXY resins ,SYNTHETIC gums & resins ,TEMPERATURE ,THERMODYNAMIC state variables ,HEAT - Abstract
The paper deals with the evolution of the parameters of a fractional model for different values of temperature. An experimental campaign has been performed on epoxy resin at different levels of temperature. It is shown that epoxy resin is very sensitive to the temperature. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
38. Approximation of a fractional inverse problem with an unknown source term.
- Author
-
Uygun, Hulya and Erdogan, Abdullah Said
- Subjects
INVERSE problems ,FRACTIONAL calculus ,ALGORITHMS ,APPROXIMATION theory ,STABILITY theory - Abstract
In this paper, numerical algorithms for the approximate solution of a fractional inverse problem with an unknown source term are given using stable first order of accuracy difference schemes. The algorithm is tested in a one-dimensional fractional inverse problem. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
39. On invariant analysis of space-time fractional nonlinear systems of partial differential equations. II.
- Author
-
Singla, Komal and Gupta, R. K.
- Subjects
INVARIANTS (Mathematics) ,NONLINEAR systems ,SPACE-time symmetries ,PARTIAL differential equations ,LIE algebras ,FRACTIONAL calculus - Abstract
In Paper I [Singla, K. and Gupta, R. K., J. Math. Phys. 57, 101504 (2016)], Lie symmetry method is developed for time fractional systems of partial differential equations. In this article, the Lie symmetry approach is proposed for space-time fractional systems of partial differential equations and applied to study some well-known physically significant space-time fractional nonlinear systems successfully. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
40. Uncertainty of financial time series based on discrete fractional cumulative residual entropy.
- Author
-
Zhang, Boyi and Shang, Pengjian
- Subjects
TIME series analysis ,CUMULATIVE distribution function ,ENTROPY (Information theory) ,UNCERTAINTY (Information theory) ,MULTISCALE modeling ,FRACTIONAL calculus - Abstract
Cumulative residual entropy (CRE) is a measure of uncertainty and departs from other entropy in that it is established on cumulative residual distribution function instead of density function. In this paper, we prove some important properties of discrete CRE and propose fractional multiscale cumulative residual entropy (FMCRE) as a function of fractional order α , which combines CRE with fractional calculus, probability of permutation ordinal patterns, and multiscale to overcome the limitation of CRE. After adding amplitude information through weighted permutation ordinal patterns, we get fractional weighted multiscale cumulative residual entropy (FWMCRE). FMCRE and FWMCRE extend CRE into a continuous family and can be used in more situations with a suitable parameter. Moreover, they can capture long-range phenomena more clearly and have higher sensitivity to the signal evolution. Results from simulated data verify that FMCRE and FWMCRE can identify time series accurately and have immunity to noise. We confirm that the length of time series has little effect on the accuracy of distinguishing data, and even short series can get results exactly. Finally, we apply FMCRE and FWMCRE on stock data and confirm that they can be used as metrics to measure uncertainty of the system as well as distinguishing signals. FWMCRE can also track changes in stock markets and whether adding amplitude information must be decided by the characteristics of data. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
41. Fractional Order IMC based Controller for Time Delay Systems.
- Author
-
Muresan, Cristina I. and Dulf, Eva H.
- Subjects
FRACTIONAL calculus ,PID controllers ,TIME delay systems ,UNCERTAINTY (Information theory) ,CLOSED loop systems - Abstract
In this paper a novel control strategy implying a Smith Predictor structure is proposed for which the primary controller is tuned based on the IMC method, but altered such that the final primary controller is a fractional order controller. A first order time delay process is used as a case study. The simulation results show that the proposed fractional order IMC controller ensures improved closed loop performance compared to the classical IMC, especially in terms of modeling uncertainties. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
42. Gel’fond-Leont’ev Integration Operators of Fractional (Multi-)Order Generated by Some Special Functions.
- Author
-
Kiryakova, Virginia
- Subjects
SPECIAL functions ,FRACTIONAL calculus ,ANALYTIC functions ,MULTIPLIERS (Mathematical analysis) ,DIFFERENTIATION (Mathematics) - Abstract
In this paper we survey some author’s results and developments relating the so-called Gel’fond-Leont’ev (G-L) operators of generalized integration and differentiation, classes of special functions (SF) of generalized hypergeometric type and the operators of generalized fractional calculus (GFC). The G-L operators have been introduced by Gel’fond-Leont’ev [9] in the classes of analytic functions in disks Δ
R = {|z| < R}, by means of of multipliers’ sequences composed by the coefficients of suitable entire (generating) functions. Introducing classes of SF related to Fractional Calculus (FC), as the Mittag-Leffler (ML) function, the multi-index Mittag-Leffler (multi-ML) function and its various particular cases ([16]–[18]), we specify the G-L operators generated by these entire functions. It is shown that in these cases, the G-L operators can be extended to analytic functions in wider complex domains Ω starlike with respect to the origin z = 0 and represented by operators of the Generalized Fractional Calculus (GFC), Kiryakova [14], i.e. operators of generalized integration and differentiation of arbitrary fractional multi-order. Illustrative examples and some open problems are proposed. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
43. Impulsive synchronization of fractional Takagi-Sugeno fuzzy complex networks.
- Author
-
Weiyuan Ma, Changpin Li, and Yujiang Wu
- Subjects
FUZZY systems ,SYNCHRONIZATION ,FRACTIONAL calculus ,IMPULSIVE differential equations ,MATHEMATICAL models - Abstract
This paper focuses on impulsive synchronization of fractional Takagi-Sugeno (T-S) fuzzy complex networks. A novel comparison principle is built for the fractional impulsive system. Then a synchronization criterion is established for the fractional T-S fuzzy complex networks by utilizing the comparison principle. The method is also illustrated by applying the fractional T-S fuzzy R€ossler's complex networks. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
44. Response analysis of a class of quasi-linear systems with fractional derivative excited by Poisson white noise.
- Author
-
Yongge Yang, Wei Xu, Guidong Yang, and Wantao Jia
- Subjects
QUASILINEARIZATION ,LINEAR systems ,FRACTIONAL calculus ,POISSON processes ,WHITE noise - Abstract
The Poisson white noise, as a typical non-Gaussian excitation, has attracted much attention recently. However, little work was referred to the study of stochastic systems with fractional derivative under Poisson white noise excitation. This paper investigates the stationary response of a class of quasi-linear systems with fractional derivative excited by Poisson white noise. The equivalent stochastic system of the original stochastic system is obtained. Then, approximate stationary solutions are obtained with the help of the perturbation method. Finally, two typical examples are discussed in detail to demonstrate the effectiveness of the proposed method. The analysis also shows that the fractional order and the fractional coefficient significantly affect the responses of the stochastic systems with fractional derivative. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
45. Weak Solvability of Some Fractional Viscoelasticity Models.
- Author
-
Orlov, Vladimir
- Subjects
MATHEMATICAL models ,RIEMANNIAN geometry ,LIOUVILLE'S theorem ,FRACTIONAL calculus ,DIFFERENTIAL equations - Abstract
In the present paper we establish the existence of weak solutions of the initial-boundary value problem for equations of one viscoelastic model of fluid with memory. We use approximation-topological method which involves replacement of the given problem by operator equation, an approximation of equation in a weak sense, and the application of topological degree theory which allows to establish the existence of solutions on the base of a priori estimates and passing to the limit statements. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
46. A Numerical Approach for Solving of Fractional Emden-Fowler Type Equations.
- Author
-
Rebenda, Josef and Šmarda, Zdeněk
- Subjects
FRACTIONAL calculus ,NUMERICAL analysis ,PROBLEM solving ,INITIAL value problems ,STOCHASTIC convergence - Abstract
In the paper, we utilize the fractional differential transformation (FDT) to solving singular initial value problem of fractional Emden-Fowler type differential equations. The solutions of our model equations are calculated in the form of convergent series with fast computable components. The numerical results show that the approach is correct, accurate and easy to implement when applied to fractional differential equations. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
47. Parametric Quintic Spline Approach for Two-dimensional Fractional Sub-diffusion Equation.
- Author
-
Xuhao Li and Wong, Patricia J. Y.
- Subjects
FRACTIONAL calculus ,SPLINE theory ,STOCHASTIC convergence ,NUMERICAL analysis ,HEAT equation - Abstract
In this paper, we shall tackle the numerical treatment of two-dimensional fractional sub-diffusion equations using parametric quintic spline. It is shown that this numerical scheme is solvable, stable and convergent with high accuracy which improves some earlier work. Finally, we carry out an experiment to demonstrate the efficiency of our numerical scheme. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
48. The use of fractional order derivatives for eddy current non-destructive testing.
- Author
-
Sikora, Ryszard, Grzywacz, Bogdan, Chady, Tomasz, Chimenti, Dale E., and Bond, Leonard J.
- Subjects
EDDY current testing ,NONDESTRUCTIVE testing ,FRACTIONAL calculus ,FRACTIONAL integrals ,TRANSFER functions ,MATHEMATICAL models - Abstract
The paper presents the possibility of using the fractional derivatives for non-destructive testing when a multi-frequency method based on eddy current is applied. It is shown that frequency characteristics obtained during tests can be approximated by characteristics of a proposed model in the form of fractional order transfer function, and values of parameters of this model can be utilized for detection and identification of defects. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
49. Existence of Solution for the Problem with a Concentrated Source in a Subdiffusive Medium.
- Author
-
Liu, H. Terence and Wei-Cheng Huang
- Subjects
REAL numbers ,FRACTIONAL calculus ,RIEMANNIAN geometry ,BOUNDARY value problems ,BROWNIAN motion ,MATHEMATICAL models of diffusion ,DIRAC equation ,MATHEMATICAL models - Abstract
Let 0 < α < 1, b, T be positive real numbers, L
α u = ut - ( ), where denotes the Riemann-Liouville fractional derivative. This paper consider the problem Lα u(x, t) = δ(x - b)f(u(x, t)) in (-∞,∞) x (0, T], subject to initial and boundaries condition {u(x, 0) = φ(x) in (-∞, ∞), with φ (x) → as |x| → to u(x, t) → 0 for 0 < t ≤ T, as |x| → ∞, where δ(x - b) is the Dirac delta function, f and φ are given functions. We assume that φ ≥ 0, f (0) ≥ 0, f'(u) > 0, f"(u) > 0 for u > 0. By using Green's function, the problem is converted into an integral equation. It is shown that there exists tb such that for 0 ≤ t ≤ tb , the integral equation has a unique nonnegative continuous solution u; if tb is finite, then u is unbounded in [0, tb ). Then, u is proved to be the solution of the original problem. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
50. Multiscale fractional order generalized information of financial time series based on similarity distribution entropy.
- Author
-
Xu, Meng, Shang, Pengjian, Qi, Yue, and Zhang, Sheng
- Subjects
MULTISCALE modeling ,FRACTIONAL calculus ,GENERALIZATION ,INFORMATION theory ,TIME series analysis ,DISTRIBUTION (Probability theory) - Abstract
This paper addresses a novel multiscale fractional order distribution entropy based on a similarity matrix (MFS-DistEn) approach to quantify the information of time series on multiple time scales. It improves the metric method of distance matrix in the original DistEn algorithm and further defines the similarity degree between each vector so that we could measure the probability density distribution more accurately. Besides, the multiscale distribution entropy based on similarity matrix combines the advantages of both the multiscale analysis and DistEn and is able to identify dynamical and scale-dependent information. Inspired by the properties of Fractional Calculus, we select the MFS-DistEn notation as the main indicator to present the relevant properties. The characteristics of the generalized MFS-DistEn are tested in both simulated nonlinear signals generated by the autoregressive fractionally integrated moving-average process, logistic map, and real world data series. The results demonstrate the superior performance of the new algorithm and reveal that tuning the fractional order allows a high sensitivity to the signal evolution, which is useful in describing the dynamics of complex systems. The improved similarity DistEn still has relatively lower sensitivity to the predetermined parameters and decreases with an increase of scale. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
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