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Capture basin approximation using interval analysis
- Source :
- International Journal of Adaptive Control and Signal Processing, International Journal of Adaptive Control and Signal Processing, Wiley, 2011, 25 (3), pp.264-272. ⟨10.1002/acs.1195⟩
- Publication Year :
- 2011
- Publisher :
- HAL CCSD, 2011.
-
Abstract
- WOS; International audience; This paper proposes a new approach for computing the capture basin C of a target T. The capture basin corresponds to the set of initial state vectors such that the target could be reached in finite time via an appropriate control input, before possibly leaving the target. Whereas classical capture basin characterization does not provide any guarantee on the set of state vectors that belong to the capture basin, interval analysis and guaranteed numerical integration allow us to avoid any indetermination. We present an algorithm that is able to provide guaranteed approximation of the inner C− and the outer C+ of the capture basin, such that C−⊆C⊂C+. In order to illustrate the principle and the efficiency of the approach, a testcase on the 'car on the hill' problem is provided.
- Subjects :
- 0209 industrial biotechnology
Mathematical optimization
Viability theory
ComputingMethodologies_SIMULATIONANDMODELING
02 engineering and technology
Structural basin
Interval arithmetic
[SPI.AUTO]Engineering Sciences [physics]/Automatic
Set (abstract data type)
020901 industrial engineering & automation
0202 electrical engineering, electronic engineering, information engineering
viability theory
Electrical and Electronic Engineering
Physics::Atmospheric and Oceanic Physics
Mathematics
capture basin
State (functional analysis)
16. Peace & justice
guaranteed numerical integration
Numerical integration
Nonlinear system
Control and Systems Engineering
Signal Processing
020201 artificial intelligence & image processing
Finite time
nonlinear systems
interval analysis
Algorithm
Subjects
Details
- Language :
- English
- ISSN :
- 08906327 and 10991115
- Database :
- OpenAIRE
- Journal :
- International Journal of Adaptive Control and Signal Processing, International Journal of Adaptive Control and Signal Processing, Wiley, 2011, 25 (3), pp.264-272. ⟨10.1002/acs.1195⟩
- Accession number :
- edsair.doi.dedup.....3cc04d622e50c1d6242a1273a570c11e
- Full Text :
- https://doi.org/10.1002/acs.1195⟩