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Knowledge Incorporation in Evolutionary Computation - Springer Berlin Heidelberg
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Springer Berlin Heidelberg:

Knowledge Incorporation in Evolutionary Computation - neues Buch

ISBN: 9783540445111

ID: 90193826

Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu­ tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl­ edge incorporation into evolutionary search is able to significantly improve search efficiency. However, results on knowledge incorporation in evolution­ ary computation have been scattered in a wide range of research areas and a systematic handling of this important topic in evolutionary computation still lacks. This edited book is a first attempt to put together the state-of-art and re­ cent advances on knowledge incorporation in evolutionary computation within a unified framework. Existing methods for knowledge incorporation are di­ vided into the following five categories according to the functionality of the incorporated knowledge in the evolutionary algorithms. 1. Knowledge incorporation in representation, population initialization, - combination and mutation. 2. Knowledge incorporation in selection and reproduction. 3. Knowledge incorporation in fitness evaluations. 4. Knowledge incorporation through life-time learning and human-computer interactions. 5. Incorporation of human preferences in multi-objective evolutionary com­ putation. The intended readers of this book are graduate students, researchers and practitioners in all fields of science and engineering who are interested in evolutionary computation. The book is divided into six parts. Part I contains one introductory chapter titled ´´A selected introduction to evolutionary computation´´ by Yao, which presents a concise but insightful introduction to evolutionary computation. Knowledge Incorporation in Evolutionary Computation eBook eBooks>Fremdsprachige eBooks>Englische eBooks>Sach- & Fachthemen>Informatik, Springer Berlin Heidelberg

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Knowledge Incorporation in Evolutionary Computation - Yaochu Jin
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Yaochu Jin:

Knowledge Incorporation in Evolutionary Computation - neues Buch

ISBN: 9783540445111

ID: 90193826

Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu­ tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl­ edge incorporation into evolutionary search is able to significantly improve search efficiency. However, results on knowledge incorporation in evolution­ ary computation have been scattered in a wide range of research areas and a systematic handling of this important topic in evolutionary computation still lacks. This edited book is a first attempt to put together the state-of-art and re­ cent advances on knowledge incorporation in evolutionary computation within a unified framework. Existing methods for knowledge incorporation are di­ vided into the following five categories according to the functionality of the incorporated knowledge in the evolutionary algorithms. 1. Knowledge incorporation in representation, population initialization, - combination and mutation. 2. Knowledge incorporation in selection and reproduction. 3. Knowledge incorporation in fitness evaluations. 4. Knowledge incorporation through life-time learning and human-computer interactions. 5. Incorporation of human preferences in multi-objective evolutionary com­ putation. The intended readers of this book are graduate students, researchers and practitioners in all fields of science and engineering who are interested in evolutionary computation. The book is divided into six parts. Part I contains one introductory chapter titled ´´A selected introduction to evolutionary computation´´ by Yao, which presents a concise but insightful introduction to evolutionary computation. Knowledge Incorporation in Evolutionary Computation eBook eBooks>Fremdsprachige eBooks>Englische eBooks>Sach- & Fachthemen>Informatik, Yaochu Jin

Neues Buch Thalia.ch
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Knowledge Incorporation in Evolutionary Computation - Yaochu Jin
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Yaochu Jin:
Knowledge Incorporation in Evolutionary Computation - neues Buch

ISBN: 9783540445111

ID: 9783540445111

Mathematics; Applications of Mathematics; Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics) Case-Based Reasoning, Computer, Evolution Strategies, Evolutionary Computation, Fuzzy, Fuzzy Systems, Genetic Algorithms, Genetic programming, Knowledge Incorporation, Knowledge Representations, human-computer interaction, intelligence, knowledge representation, optimization, programming Books eBook, Springer Science+Business Media

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Knowledge Incorporation in Evolutionary Computation
Autor:

Springer Berlin Heidelberg

Titel:

Knowledge Incorporation in Evolutionary Computation

ISBN-Nummer:

9783540445111

Detailangaben zum Buch - Knowledge Incorporation in Evolutionary Computation


EAN (ISBN-13): 9783540445111
Herausgeber: Springer Berlin Heidelberg

Buch in der Datenbank seit 20.01.2016 15:40:53
Buch zuletzt gefunden am 22.12.2016 17:40:44
ISBN/EAN: 9783540445111

ISBN - alternative Schreibweisen:
978-3-540-44511-1

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