Modeling and simulation for collective dynamics /
Modeling and simulation for collective dynamics /
edited by Weizhu Bao and three others
- NewJersey : World Scientific, 2023
- 1 online resource (243, pages) : color illustrations.
https://portal.igpublish.com/iglibrary/ is required to read this e-book.
Includes bibliographical references
1. Individual and population approaches for calibrating division rates in population dynamics : application to the bacterial cell cycle -- 2. Collective dynamics of lohe type aggregation models -- 2. Mean-field particle swarm optimization
-- 3. Consensus-based optimization and ensemble Kalman inversion for global optimization problems with constraints
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.
9789811266140 (e-book)
Dynamics--Mathematical models
System analysis
Mathematical optimization
TA352 / M63 M72 2023
https://portal.igpublish.com/iglibrary/ is required to read this e-book.
Includes bibliographical references
1. Individual and population approaches for calibrating division rates in population dynamics : application to the bacterial cell cycle -- 2. Collective dynamics of lohe type aggregation models -- 2. Mean-field particle swarm optimization
-- 3. Consensus-based optimization and ensemble Kalman inversion for global optimization problems with constraints
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.
9789811266140 (e-book)
Dynamics--Mathematical models
System analysis
Mathematical optimization
TA352 / M63 M72 2023