Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8672)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): PPSN: International Conference on Parallel Problem Solving from Nature
Conference proceedings info: PPSN 2014.
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Table of contents (93 papers)
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Front Matter
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Adaptation, Self-Adaptation and Parameter Tuning
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Classifier Systems, Differential Evolution and Swarm Intelligence
About this book
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014.
The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory.
Keywords
- algorithm design
- artificial intelligence
- cellular automata
- evolutionary computation
- genetic programming
- machine learning
- nature-inspired optimization
- neural networks
- optimization with randomized search heuristics
- parallel algorithms
- parallel computation
- randomized local search
- self-organization
- swarm intelligence
- algorithm analysis and problem complexity
Editors and Affiliations
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Faculty of Computer and Engineering Sciences, Cologne University of Applied Sciences, Gummersbach, Germany
Thomas Bartz-Beielstein
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Warwick Business School, University of Warwick, Coventry, UK
Jürgen Branke
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Department of Intelligent Systems, JožefStefan Institute, Ljubljana, Slovenia
Bogdan Filipič
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Department of Computer Science and Creative Technologies, University of the West of England, Bristol, UK
Jim Smith
Bibliographic Information
Book Title: Parallel Problem Solving from Nature -- PPSN XIII
Book Subtitle: 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings
Editors: Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipič, Jim Smith
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-10762-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2014
Softcover ISBN: 978-3-319-10761-5Published: 24 September 2014
eBook ISBN: 978-3-319-10762-2Published: 11 September 2014
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIV, 955
Number of Illustrations: 262 b/w illustrations
Topics: Artificial Intelligence, Computational Biology/Bioinformatics, Computation by Abstract Devices, Pattern Recognition, Algorithm Analysis and Problem Complexity, Discrete Mathematics in Computer Science