Modeling and simulation for collective dynamics / edited by Weizhu Bao and three others

Contributor(s):

Material type:

Computer fileLanguage: English Publication details: NewJersey : World Scientific, 2023Description: 1 online resource (243, pages) : color illustrationsContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9789811266140 (e-book)

Subject(s):

LOC classification:

TA352 M63 M72 2023

Online resources:

Contents:

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

Summary: 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.

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Holdings
Item type	Current library	Collection	Call number	Materials specified	Status	Notes	Date due	Barcode
Online E-Books	Ladislao N. Diwa Memorial Library Multimedia Section	Non-fiction	OEBP TA352 M63 M72 2023 (Browse shelf(Opens below))		Available	PAV		OEBP000470
Compact Discs	Ladislao N. Diwa Memorial Library Multimedia Section	Non-fiction	EB TA352 .M63 M72 2023 (Browse shelf(Opens below))		Room use only	PAV		CD0001399

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.

Fund 164 CE-Logic Purchased February 19, 2024 P. Roderno OEBP000470 PHP 17,784.00
2024-02-0124 2024-1-113

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