Innovations in multi-agent systems and applications. 1

This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arisi...

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Autor principal: Srinivasan, Dipti
Altres autors: Srinivasan, Dipti, 19..- (Director editorial), Jain, Lakhmi C., 1946- (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2010.
Col·lecció:Studies in Computational Intelligence 310
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Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Innovations in Multi-Agent Systems and Applications - 1, Texte imprimé, 9783642264351
• Innovations in Multi-Agent Systems and Applications - 1, Texte imprimé, 9783642144349
• Innovations in Multi-Agent Systems and Applications - 1, Texte imprimé, 9783642144363
• Innovations in Multi-Agent Systems and Application - 1, Texte imprimé, 9783642264351
• Innovations in Multi-Agent Systems and Application - 1, Texte imprimé, 9783642144349
• Innovations in Multi-Agent Systems and Application - 1, Texte imprimé, 9783642144363
Descripció
Sumari:This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arising from their interactions. Multi-agent systems allow the subproblems of a constraint satisfaction problem to be subcontracted to different problem solving agents with their own interest and goals. This increases the speed, creates parallelism and reduces the risk of system collapse on a single point of failure. Different multi-agent architectures, that are tailor-made for a specific application are possible. They are able to synergistically combine the various computational intelligent techniques for attaining a superior performance. This gives an opportunity for bringing the advantages of various techniques into a single framework. It also provides the freedom to model the behavior of the system to be as competitive or coordinating, each having its own advantages and disadvantages.
Descripció de l’ítem:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783642144356
ISSN:1860-9503
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