Parallel problem solving from nature -- PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings
- Responsibility
- Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipič, Jim Smith (eds.).
- Digital
- text file; PDF
- Publication
- Cham : Springer, 2014.
- Physical description
- 1 online resource (xxiv, 955 pages) : illustrations
- Series
- Lecture notes in computer science ; 8672. 0302-9743
- LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- International Conference on Parallel Problem Solving from Nature (13th : 2014 : Ljubljana, Slovenia)
- Contributor
- Bartz-Beielstein, Thomas, editor.
- Branke, Jurgen, editor.
- Filipic, Bogdan, editor.
- Smith, Jim, editor.
Contents/Summary
- Contents
-
- Adaptation, Self-Adaptation and Parameter Tuning
- Classifier Systems, 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
- Theory.
- Summary
- 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.
Subjects
Bibliographic information
- Publication date
- 2014
- Title variation
- PPSN XIII
- Series
- Lecture Notes in Computer Science, 0302-9743 ; 8672
- LNCS sublibrary. SL 1, Theoretical computer science and general issues
- Note
- International conference proceedings.
- Includes author index.
- ISBN
- 9783319107622 (electronic bk.)
- 3319107623 (electronic bk.)
- 3319107615 (print)
- 9783319107615 (print)
- 9783319107615
- DOI
- 10.1007/978-3-319-10762-2
