Editors:
- Latest research on Probability, Set Oriented Numerics and volutionary Computation
- Results of EVOLVE 2014 conference held July 1-4 2014 at Beijing, China
- Written by experts in the field of Evolutionary Computation and Intelligent Computing
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 288)
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Table of contents (22 papers)
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Front Matter
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Set Oriented Numerics
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Front Matter
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Computational Game Theory
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Front Matter
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Machine Learning Applied to Networks
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Front Matter
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Complex Networks and Landscape Analysis
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Front Matter
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Local Search and Optimization
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Front Matter
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Genetic Programming
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Front Matter
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About this book
This volume encloses research articles that were presented at the EVOLVE 2014 International Conference in Beijing, China, July 1–4, 2014. The book gathers contributions that emerged from the conference tracks, ranging from probability to set oriented numerics and evolutionary computation; all complemented by the bridging purpose of the conference, e.g. Complex Networks and Landscape Analysis, or by the more application oriented perspective. The novelty of the volume, when considering the EVOLVE series, comes from targeting also the practitioner’s view. This is supported by the Machine Learning Applied to Networks and Practical Aspects of Evolutionary Algorithms tracks, providing surveys on new application areas, as in the networking area and useful insights in the development of evolutionary techniques, from a practitioner’s perspective. Complementary to these directions, the conference tracks supporting the volume, follow on the individual advancements of the subareas constituting the scope of the conference, through the Computational Game Theory, Local Search and Optimization, Genetic Programming, Evolutionary Multi-objective optimization tracks.
Editors and Affiliations
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Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, Luxembourg
Alexandru-Adrian Tantar, Emilia Tantar
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School of Engineering, University of California, Merced, USA
Jian-Qiao Sun
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College of Mechanical Engineering, Beijing University of Technology, Beijing, China
Wei Zhang
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Department of Mechanics, Tianjin University, Tianjin, China
Qian Ding
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Depto. Computación, CINVESTAV-IPN, Mexico City, Mexico
Oliver Schütze
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Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands
Michael Emmerich
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Université de Bordeaux, Bordeaux, France
Pierrick Legrand
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School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
Pierre Del Moral
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Computer Science Department, CINVESTAV-IPN, Mexico City, Mexico
Carlos A. Coello Coello
Bibliographic Information
Book Title: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V
Editors: Alexandru-Adrian Tantar, Emilia Tantar, Jian-Qiao Sun, Wei Zhang, Qian Ding, Oliver Schütze, Michael Emmerich, Pierrick Legrand, Pierre Del Moral, … Carlos A. Coello Coello
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-319-07494-8
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2014
Softcover ISBN: 978-3-319-07493-1Published: 24 June 2014
eBook ISBN: 978-3-319-07494-8Published: 04 June 2014
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XIV, 336
Number of Illustrations: 69 b/w illustrations, 37 illustrations in colour
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