Evolutionary Algorithms, Swarm Dynamics and Complex Networks

Name: Evolutionary Algorithms, Swarm Dynamics and Complex Networks
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662572474
Price: 583.17 RON
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Methodology, Perspectives and Implementation

Autor: Guanrong Chen, Ivan Zelinka

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Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Evolutionary algorithms constitute a class of well-known algorithms, which are designed based on the...

Informații despre carte

Autor

Guanrong Chen, Ivan Zelinka

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

312

EAN

9783662572474

Enbook ID

21376606

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

516

Dimensiuni

155 x 235 x 19

Descriere completă

Evolutionary algorithms constitute a class of well-known algorithms, which are designed based on the Darwinian theory of evolution and Mendelian theory of heritage. They are partly based on random and partly based on deterministic principles. Due to this nature, it is challenging to predict and control its performance in solving complex nonlinear problems. Recently, the study of evolutionary dynamics is focused not only on the traditional investigations but also on the understanding and analyzing new principles, with the intention of controlling and utilizing their properties and performances toward more effective real-world applications. In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks. In fact, it includes more advanced complex networks and incorporates them with the CMLs (coupled map lattices), which are usually used for spatiotemporal complex systems simulation and analysis, based on the observation that chaos in CML can be controlled, so does evolution dynamics. All the chapter authors are, to the best of our knowledge, originators of the ideas mentioned above and researchers on evolutionary algorithms and chaotic dynamics as well as complex networks, who will provide benefits to the readers regarding modern scientific research on related subjects.

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Evolutionary Algorithms, Swarm Dynamics and Complex Networks

Methodology, Perspectives and Implementation

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