自己組織化の科学 Selforganizology: the Science of Self-organization

Zhang, Wenjun

World Scientific Publishing Co Pte Ltd（2016/01発売）

• 製本 Hardcover:ハードカバー版／ページ数 404 p.
• 言語 ENG
• 商品コード 9789814699488
• DDC分類 006.382

Full Description

This invaluable book is the first of its kind on 'selforganizology', the science of self-organization. It covers a wide range of topics, such as the theory, principle and methodology of selforganizology, agent-based modelling, intelligence basis, ant colony optimization, fish/particle swarm optimization, cellular automata, spatial diffusion models, evolutionary algorithms, self-adaptation and control systems, self-organizing neural networks, catastrophe theory and methods, and self-organization of biological communities, etc.Readers will have an in-depth and comprehensive understanding of selforganizology, with detailed background information provided for those who wish to delve deeper into the subject and explore research literature.This book is a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of computational science, artificial intelligence, applied mathematics, engineering science, social science and life sciences.

Contents

Organization and Organizational Theory; Selforganizology: A Science on Self-organization; Agent-based Modeling; Intelligence Basis; Catastrophe Theory and Methods; Self-adaptation and Control Systems; Celluar Automata and Spatial Diffusion Models; Artificial Neural Networks; Ant Colony Optimization; Fish and Particle Swarm Optimization; Synergy, Coevolution and Evolutionary Algorithms; Community Succession and Assembly; Mathematical Foundations;