Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies (Intelligent Robotics and Autonomous Agents series)

Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies (Intelligent Robotics and Autonomous Agents series)

Dario Floreano, Claudio Mattiussi


New techniques to synthetic intelligence spring from the concept intelligence emerges as a lot from cells, our bodies, and societies because it does from evolution, improvement, and studying. normally, synthetic intelligence has been interested by reproducing the skills of human brains; more moderen techniques take suggestion from a much wider diversity of organic constructions that which are able to independent self-organization. Examples of those new methods comprise evolutionary computation and evolutionary electronics, man made neural networks, immune structures, biorobotics, and swarm intelligence -- to say just a couple of. This e-book deals a entire creation 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 special organic approach; every one starts off with history information regarding the organic process after which proceeds to boost computational versions that utilize organic options. The chapters disguise evolutionary computation and electronics; mobile platforms; neural platforms, together with neuromorphic engineering; developmental structures; immune structures; behavioral structures -- together with numerous 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 platforms. Chapters finish with a concluding assessment and recommended reading.

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