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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Evolutionary Algorithms, Swarm Dynamics and Complex Networks
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Evolutionary Algorithms, Swarm Dynamics and Complex Networks
(Gebundene Ausgabe, Englisch)
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Beschreibung
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), whichare 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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
11.12.2017
Sprache
Englisch
EAN
9783662556610
Herausgeber
Springer Berlin
Serien- oder Bandtitel
Emergence, Complexity and Computation
Sonderedition
Nein
Seitenanzahl
312
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Methodology, Perspectives and Implementation
Schlagwörter
Complex Networks, Coupled Map Lattices, Evolutionary Algorithms, Evolutionary Dynamics, spatiotemporal Deterministic Chaos, complexity
Thema-Inhalt
TBJ - Mathematik für Ingenieure
GPFC - Kybernetik und Systemtheorie
PBV - Kombinatorik und Graphentheorie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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