Evolutionary Algorithms, Swarm Dynamics and Complex Networks (eBook, PDF)

Methodology, Perspectives and Implementation
Redaktion: Zelinka, Ivan; Chen, Guanrong

• Format: PDF

Produktbeschreibung

Includes recent research in Complex Networks and Evolutionary Dynamics

Highlights the mutual relations between the dynamics of evolutionary algorithms, complex networks, and CML (Coupled Map Lattices) systems

Shows how these relations can be used to simulate spatiotemporal deterministic chaos

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 312
• Erscheinungstermin: 25. November 2017
• Englisch
• ISBN-13: 9783662556634
• Artikelnr.: 52939642

Inhaltsangabe

Swarm and Evolutionary Dynamics as a Network.- Evolutionary Dynamics and its Network Visualization - Selected Examples.- Differential Evolution Dynamics Modeled by Social Networks.- Conversion of SOMA Algorithm into Complex Networks.- Analysis of SOMA Algorithm Using Complex Network.- Improvement of SOMA Algorithm Using Complex Networks.- Complex Networks in Particle Swarm.- Comparison of Vertex Centrality Measures in Complex Network Analysis Based on Adaptive Artificial Bee Colony Algorithm.