Articoli correlati a Cultural Swarms for Optimization: Constrained, Multiobjectiv...

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

Daneshyari, Moayed Daniel

 
9783659141348: Cultural Swarms for Optimization: Constrained, Multiobjective and Dynamic Optimization

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

L'autore

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.