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: 38497 HUF
Availability: InStock

Methodology, Perspectives and Implementation

Szerző: Guanrong Chen, Ivan Zelinka

Nyelv:

Kötés: Puha kötésű

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

Elérhetőség: Beszállítói készleten

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

Információk a könyvről

Szerző

Guanrong Chen, Ivan Zelinka

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2018

oldal

312

EAN

9783662572474

Enbook ID

21376606

Kiadó

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Súly

516

Méretek

155 x 235 x 19

Teljes leírás

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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