Advances in Dynamics, Optimization and Computation A volume dedicated to Michael Dellnitz on the occasion of his 60th birthday

Başlık:

ISBN:

9783030512644

Edition:

1st ed. 2020.

Yayın Bilgileri:

Cham : Springer International Publishing : Imprint: Springer, 2020.

Fiziksel Tanımlama:

XV, 392 p. 177 illus., 107 illus. in color. online resource.

Series:

Studies in Systems, Decision and Control, 304

Contents:

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.

Abstract:

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.

Subject Term:

Engineering mathematics.

Control engineering.

Computational complexity.

Quantum computers.

System theory.

Control and Systems Theory.

Added Author: