Advances in Dynamics, Optimization and Computation

A volume dedicated to Michael Dellnitz on the occasion of his 60th birthday
1. Auflage 2020
ISBN: 978-3-030-51266-8
Verlag: Springer International Publishing

Buch, Englisch, Band 304, 392 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 616 g

Reihe: Studies in Systems, Decision and Control

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.

Zielgruppe

Research

Autoren/Hrsg.

Junge, Oliver

Schütze, Oliver

Padberg-Gehle, Kathrin

Froyland, Gary

Ober-Blöbaum, Sina

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik
• Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie
• Mathematik | Informatik EDV | Informatik Technische Informatik Quantencomputer, DNA-Computing
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Optimierung

Inhaltsverzeichnis

A continuation approach to computing phase resetting curves.- Input-output networks, singularity theory, and homeostasis.- The approximation of invariant sets in in?nite dimensional dynamical systems.- Set-oriented and ?nite-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.