TY - BOOK AU - Bonabeau,Eric AU - Dorigo,Marco AU - Theraulaz,Guy TI - Swarm intelligence: from natural to artificial systems T2 - Santa Fe Institute studies in the sciences of complexity SN - 0195131584 AV - Q335 .B6633 1999 PY - 1999/// CY - New York PB - Oxford University Press KW - Artificial intelligence KW - Swarm intelligence KW - Insect societies KW - Insects KW - Psychology KW - Biological models KW - Artificial intelligences KW - biologie KW - systeme multi-agent KW - intelligence artificielle KW - résolution problème KW - algorithme fourmi artificielle KW - intelligence en essaim KW - UXC: Artificial intelligence N1 - BIBINDX; Ch. 1; Introduction --; Ch. 2; Ant Foraging Behavior, Combinatorial Optimization, and Routing in Communications Network --; Ch. 3; Division of Labor and Task Allocation --; Ch. 4; Cemetery Organization, Brood Sorting, Data Analysis, and Graph Partitioning --; Ch. 5; Self-Organization and Templates: Application to Data Analysis and Graph Partitioning --; Ch. 6; Nest Building and Self-Assembling --; Ch. 7; Cooperative Transport by Insects and Robots --; Ch. 8; Epilogue N2 - "This book provides a detailed look at models of social insect behavior and how to apply these models in the design of complex systems. The book shows how these models replace an emphasis on control, preprogramming, and centralization with designs featuring autonomy, emergence, and distributed functioning. These designs are proving immensely flexible and robust, able to adapt quickly to changing environments and to continue functioning even when individual elements fail; In particular, these designs are an exciting approach to the tremendous growth of complexity in software and information. Swarm Intelligence draws on up-to-date research from biology, neuroscience, artificial intelligence, robotics, operations research, and computer graphics, and each chapter is organized around a particular biological example, which is then used to develop an algorithm, a multiagent system, or a group of robots; The book will be an invaluable resource for a broad range of disciplines."--Jacket ER -