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Cultural Swarms for Optimization: Constrained, Multiobjective and Dynamic Optimization - Couverture souple

Daneshyari, Moayed Daniel

 
9783659141348: Cultural Swarms for Optimization: Constrained, Multiobjective and Dynamic Optimization
Couverture souple
ISBN 10 : 3659141348 ISBN 13 : 9783659141348
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

Swarm intelligence is the collective behavior of self-organized agents. In this book, a computational paradigm is proposed that adopts the particle swarm optimization within a cultural framework. The cultural algorithm adopted here consists of two space, population space and belief space including five knowledge sections: situational knowledge, normative knowledge, topographical knowledge, history knowledge, and domain knowledge. Several innovative paradigms are proposed that use the proposed cultural swarm for single objective optimization, constrained optimization, multiobjective optimization, and dynamic optimization.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Swarm intelligence is the collective behavior of self-organized agents. In this book, a computational paradigm is proposed that adopts the particle swarm optimization within a cultural framework. The cultural algorithm adopted here consists of two space, population space and belief space including five knowledge sections: situational knowledge, normative knowledge, topographical knowledge, history knowledge, and domain knowledge. Several innovative paradigms are proposed that use the proposed cultural swarm for single objective optimization, constrained optimization, multiobjective optimization, and dynamic optimization.

Biographie de l'auteur

Moayed Daniel Daneshyari is currently a faculty at Elizabeth City State University in Elizabeth City, North Carolina. His area of research interests are in neural network, swarm intelligence, multiobjective optimization, chaotic dynamics, biological modeling, and robotics.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659141348
ISBN 13 
9783659141348
Reliure
Broché
Nombre de pages
288
Coordonnées du fabricant
non disponible
Personne responsable
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