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Parallel Problem Solving from Nature – PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings / edited by Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipič, Jim Smith
Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: SpringerLink Bücher | Lecture notes in computer science ; 8672Publisher: Cham [u.a.] : Springer, 2014Description: Online-Ressource (XXIV, 955 p. 262 illus, online resource)ISBN:- 9783319107622
- Evolutionsstrategie
- Genetische Programmierung
- Evolutionärer Algorithmus
- Biocomputer
- Mehrkriterielle Optimierung
- Computer software
- Computational complexity
- Optical pattern recognition
- Computer Science
- Computer science
- Algorithms
- Pattern recognition systems
- Discrete mathematics
- Artificial intelligence
- Bioinformatics
- 006.3
- Q334-342 TJ210.2-211.495
- Q334-342
- TJ210.2-211.495
Contents:
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 theoryPPN: PPN: 1659287782Package identifier: Produktsigel: ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB
Adaptation, Self-Adaptation and Parameter TuningClassifier 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.
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