Advances in Dynamics, Optimization and Computation (eBook, PDF)

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

• Format: PDF

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.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 392
• Erscheinungstermin: 20. Juli 2020
• Englisch
• ISBN-13: 9783030512644
• Artikelnr.: 59865275

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.