Modeling And Simulation For Collective Dynamics

Weizhu Bao, Peter A Markowich, Benoit Perthame, Eitan Tadmor (Herausgeber)

Buch | Hardcover

244 Seiten

2023
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-12-6613-3 (ISBN)

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The thematic program Quantum and Kinetic Problems: Modeling, Analysis, Numerics and Applications was held at the Institute for Mathematical Sciences at the National University of Singapore, from September 2019 to March 2020. Leading experts presented tutorials and special lectures geared towards the participating graduate students and junior researchers.Readers will find in this significant volume four expanded lecture notes with self-contained tutorials on modeling and simulation for collective dynamics including individual and population approaches for population dynamics in mathematical biology, collective behaviors for Lohe type aggregation models, mean-field particle swarm optimization, and consensus-based optimization and ensemble Kalman inversion for global optimization problems with constraints.This volume serves to inspire graduate students and researchers who will embark into original research work in kinetic models for collective dynamics and their applications.

Erscheinungsdatum	20.02.2023
Reihe/Serie	Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore ; 40
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
ISBN-10	981-12-6613-1 / 9811266131
ISBN-13	978-981-12-6613-3 / 9789811266133
Zustand	Neuware