Parallel Problem Solving from Nature – PPSN XV
15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part II
Editors: Auger, A., Fonseca, C.M., Lourenço, N., Machado, P., Paquete, L., Whitley, D. (Eds.)
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- About this book
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This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018.
The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover a wide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XV.
- Table of contents (39 chapters)
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A General Dichotomy of Evolutionary Algorithms on Monotone Functions
Pages 3-15
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Artificial Immune Systems Can Find Arbitrarily Good Approximations for the NP-Hard Partition Problem
Pages 16-28
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A Simple Proof for the Usefulness of Crossover in Black-Box Optimization
Pages 29-41
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Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming
Pages 42-54
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Exploration and Exploitation Without Mutation: Solving the Jump Function in $$\varTheta (n)$$ Time
Pages 55-66
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Table of contents (39 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Parallel Problem Solving from Nature – PPSN XV
- Book Subtitle
- 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part II
- Editors
-
- Anne Auger
- Carlos M. Fonseca
- Nuno Lourenço
- Penousal Machado
- Luis Paquete
- Darrell Whitley
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 11102
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-319-99259-4
- DOI
- 10.1007/978-3-319-99259-4
- Softcover ISBN
- 978-3-319-99258-7
- Edition Number
- 1
- Number of Pages
- XXI, 501
- Number of Illustrations
- 95 b/w illustrations
- Topics
