Dario Floreano,Claudio Mattiussi's Bio-Inspired Artificial Intelligence: Theories, Methods, and PDF

By Dario Floreano,Claudio Mattiussi

ISBN-10: 0262062712

ISBN-13: 9780262062718

New ways to man made intelligence spring from the concept intelligence emerges as a lot from cells, our bodies, and societies because it does from evolution, improvement, and studying. often, synthetic intelligence has been concerned about reproducing the talents of human brains; more recent methods take suggestion from a much wider diversity of organic constructions that which are in a position to self sufficient self-organization. Examples of those new methods contain evolutionary computation and evolutionary electronics, man made neural networks, immune platforms, biorobotics, and swarm intelligence -- to say just a couple of. This booklet deals a accomplished advent to the rising box of biologically encouraged man made intelligence that may be used as an upper-level textual content or as a reference for researchers. each one bankruptcy provides computational methods encouraged via a distinct organic method; each one starts off with history information regarding the organic method after which proceeds to boost computational versions that utilize organic techniques. The chapters disguise evolutionary computation and electronics; mobile structures; neural platforms, together with neuromorphic engineering; developmental structures; immune platforms; behavioral structures -- together with a number of ways to robotics, together with behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective platforms, together with swarm robotics in addition to cooperative and aggressive co-evolving structures. Chapters finish with a concluding review and advised reading.

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Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies (Intelligent Robotics and Autonomous Agents series) by Dario Floreano,Claudio Mattiussi

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