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Cultural Swarms for Optimization: Constrained, Multiobjective and Dynamic Optimization - Softcover

Daneshyari, Moayed Daniel

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

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

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.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3659141348
ISBN 13 
9783659141348
Einband
Taschenbuch
Anzahl der Seiten
288
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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