Advances in Dynamics, Optimization and Computation A volume dedicated to Michael Dellnitz on the occasion of his 60th birthday / [electronic resource] :
edited by Oliver Junge, Oliver Schütze, Gary Froyland, Sina Ober-Blöbaum, Kathrin Padberg-Gehle.
- 1st ed. 2020.
- XV, 392 p. 177 illus., 107 illus. in color. online resource.
- Studies in Systems, Decision and Control, 304 2198-4190 ; .
- Studies in Systems, Decision and Control, 304 .
A continuation approach to computing phase resetting curves -- Input-output networks, singularity theory, and homeostasis -- The approximation of invariant sets in infinite dimensional dynamical systems -- Set-oriented and finite-element study of coherent behavior in Rayleigh-Benard convection -- Singular value decomposition of operators on Reproducing Kernel Hilbert Spaces -- A weak characterization of slow variables in stochastic dynamical systems -- Analysis and simulation of extremes and rare events in complex systems -- Dynamical systems theory and algorithms for NP-hard problems.
This book presents a collection of papers on recent advances in problems concerning dynamics, optimal control and optimization. In many chapters, computational techniques play a central role. Set-oriented techniques feature prominently throughout the book, yielding state-of-the-art algorithms for computing general invariant sets, constructing globally optimal controllers and solving multi-objective optimization problems.
9783030512644
10.1007/978-3-030-51264-4 doi
Engineering mathematics.
Control engineering.
Computational complexity.
Quantum computers.
System theory.
Engineering Mathematics.
Control and Systems Theory.
Computational Complexity.
Quantum Computing.
Complex Systems.
TA329-348
620.00151
A continuation approach to computing phase resetting curves -- Input-output networks, singularity theory, and homeostasis -- The approximation of invariant sets in infinite dimensional dynamical systems -- Set-oriented and finite-element study of coherent behavior in Rayleigh-Benard convection -- Singular value decomposition of operators on Reproducing Kernel Hilbert Spaces -- A weak characterization of slow variables in stochastic dynamical systems -- Analysis and simulation of extremes and rare events in complex systems -- Dynamical systems theory and algorithms for NP-hard problems.
This book presents a collection of papers on recent advances in problems concerning dynamics, optimal control and optimization. In many chapters, computational techniques play a central role. Set-oriented techniques feature prominently throughout the book, yielding state-of-the-art algorithms for computing general invariant sets, constructing globally optimal controllers and solving multi-objective optimization problems.
9783030512644
10.1007/978-3-030-51264-4 doi
Engineering mathematics.
Control engineering.
Computational complexity.
Quantum computers.
System theory.
Engineering Mathematics.
Control and Systems Theory.
Computational Complexity.
Quantum Computing.
Complex Systems.
TA329-348
620.00151