Modeling and Simulation for Collective Dynamics

Bao, Weizhu, Markowich, Peter A., Perthame, Benoit

  • 出版商: World Scientific Pub
  • 出版日期: 2023-02-27
  • 售價: $3,600
  • 貴賓價: 9.5$3,420
  • 語言: 英文
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9811266131
  • ISBN-13: 9789811266133
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

主題計劃《量子與動力學問題:建模、分析、數值和應用》於2019年9月至2020年3月在新加坡國立大學數學科學研究所舉行。領先的專家為參與的研究生和初級研究人員提供了教程和特別講座。本重要著作中包含四篇擴展的講座筆記,內容涵蓋了集體動力學的建模和模擬,包括數學生物學中的個體和群體方法的人口動力學、Lohe型聚集模型的集體行為、均勻場粒子群優化以及基於共識的優化和帶約束的全局優化問題的集合卡爾曼反演。本著作旨在激勵研究生和研究人員,使他們能夠進行有關集體動力學及其應用的原創研究工作。