Modeling And Simulation For Collective Dynamics
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Bacterial Cell Division Cycle
Category=PBWH
Collective Dynamics
Consensus-based Optimization
Ensemble Kalman Inversion
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
Kinetic Model
Lohe Aggregation Model
Mean-Field Fokker-Planck Equation
Mean-Field FokkerAcAEURA"Planck Equation
Particle Swarm Optimization
Population Reproduction
Vlasov-Fokker-Planck Type Equations
VlasovAcAEURA"FokkerAcAEURA"Planck Type Equations
Product details
- ISBN 9789811266133
- Publication Date: 27 Feb 2023
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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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.
