| Description |
1 online resource (xiv, 659 pages) : illustrations |
| Series |
Intelligent robotics and autonomous agents |
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Intelligent robotics and autonomous agents.
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| Contents |
Evolutionary systems -- Cellular systems -- Neural systems -- Development systems -- Immune systems -- Behavioral systems -- Collective systems |
| Summary |
"New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence - to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers." "Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems-including several approaches to robotics, such as behavior-based, biomimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading."--Jacket |
| Bibliography |
Includes bibliographical references (pages 587-649) and index |
| Notes |
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
|
English |
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Print version record |
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digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL |
| Subject |
Artificial intelligence -- Data processing.
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Natural computation
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Self-organizing systems.
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Autonomous robots.
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COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
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COMPUTERS -- Intelligence (AI) & Semantics.
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Artificial intelligence -- Data processing.
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Autonomous robots.
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Natural computation.
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Self-organizing systems.
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Autonomer Roboter
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Biocomputer
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Evolutionärer Algorithmus
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Künstliche Intelligenz
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Künstliches Leben
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Neuronales Netz
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| Form |
Electronic book
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| Author |
Mattiussi, Claudio.
|
| ISBN |
9780262272858 |
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0262272857 |
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9781435677197 |
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1435677196 |
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9780262303910 |
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0262303914 |
|
