Advances in Dynamics, Optimization and Computation

A volume dedicated to Michael Dellnitz on the occasion of his 60th birthday
Herausgegeben:Junge, Oliver; Schütze, Oliver; Froyland, Gary; Ober-Blöbaum, Sina; Padberg-Gehle, Kathrin

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Studies in Systems, Decision and Control 304
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-51266-8
• 1st ed. 2020
• Seitenzahl: 408
• Erscheinungstermin: 22. Juli 2021
• Englisch
• Abmessung: 235mm x 155mm x 23mm
• Gewicht: 616g
• ISBN-13: 9783030512668
• ISBN-10: 3030512665
• Artikelnr.: 62140417

Inhaltsangabe

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.