| Description |
1 online resource (xvii, 299 pages) : illustrations |
| Series |
Studies in computational intelligence, 1860-949X ; v. 31 |
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Studies in computational intelligence ; v. 31. 1860-949X
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| Contents |
Stigmergic optimization : inspiration, technologies, and perspectives / Crina Grosan, Ajith Abraham -- Stigmergic autonomous navigation in collective robotics / Renato R. Cazangi, Fernando J. Von Zuben, Mauricio F. Figueiredo -- A general approach to swarm coordination using circle formation / Karthikeyan Swaminathan, Ali A. Minai -- Stigmergic navigation for multi-agent teams in complex environments / Alfred Wurr, John Anderson -- Physically realistic self-assembly simulation system / Vadim Gerasimov [and others] -- Gliders and riders : a particle swarm selects for coherent space-time structures in evolving cellular automata / J.J. Ventrella -- Termite : a swarm intelligent routing algorithm for mobile wireless ad-hoc networks / Martin Roth, Stephen Wicker -- Stochastic diffusion search : partial function evaluation in swarm intelligence dynamic optimisation / Kris De Meyer, Slawomir J. Nasuto, Mark Bishop -- Linear multi-objective particle swarm optimization / Sanaz Mostaghim and Werner Halter and Anja Wille -- Cooperative particle swarm optimizers : a powerful and promising approach / Mohammed El-Abd, Mohamed Kamel -- Parallel particle swarm optimization algorithms with adaptive simulated annealing / Shu-Chuan Chu [and others] -- Swarm intelligence : theoretical proof that empirical techniques are optimal / Dmitri Iourinski [and others] |
| Summary |
Biologists studied the behavior of social insects for a long time. After millions of years of evolution all these species have developed incredible solutions for a wide range of problems. The intelligent solutions to problems naturally emerge from the self-organization and indirect communication of these individuals. Indirect interactions occur between two individuals when one of them modifies the environment and the other responds to the new environment at a later time. Such an interaction is an example of 'stigmergy'. This book deals with the application of stigmergy for a variety of optimization problems. This volume comprises 12 chapters including an introductory chapter giving the fundamental definitions, inspirations and some research challenges. Important features include a detailed overview of all the stigmergic optimization paradigms, excellent coverage of timely, advanced stigmergic optimization topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and application of stigmergic optimization will find the comprehensive coverage of this book invaluable |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| In |
OhioLINK electronic book center |
|
SpringerLink |
| Subject |
Mathematical optimization -- Data processing
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Computational intelligence -- Data processing
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MATHEMATICS -- Optimization.
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Computational intelligence -- Data processing.
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Mathematical optimization -- Data processing.
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Ingénierie.
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Mathematical optimization -- Data processing
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Selbst organisierendes System
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Verteilte künstliche Intelligenz
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Evolutionärer Algorithmus
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Schwarmintelligenz
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Mehrkriterielle Optimierung
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| Form |
Electronic book
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| Author |
Abraham, Ajith, 1968-
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Grosan, Crina
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Ramos, Vitorino
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| LC no. |
2006927548 |
| ISBN |
9783540346906 |
|
3540346902 |
|
3540346899 |
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9783540346890 |
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6610635323 |
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9786610635320 |
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