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Parallel Problem Solving from Nature - PPSN XIII [electronic resource] : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings / edited by Thomas Bartz-Beielstein, J�urgen Branke, Bogdan Filipič, Jim Smith.

Contributor(s): Bartz-Beielstein, Thomas [editor.] | Branke, J�urgen [editor.] | Filipič, Bogdan [editor.] | Smith, Jim [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 8672Publisher: Cham : Springer International Publishing : Imprint: Springer, 2014Description: XXIV, 955 p. 262 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319107622.Subject(s): Computer science | Computers | Algorithms | Computer science -- Mathematics | Artificial intelligence | Pattern recognition | Bioinformatics | Computer Science | Artificial Intelligence (incl. Robotics) | Computational Biology/Bioinformatics | Computation by Abstract Devices | Pattern Recognition | Algorithm Analysis and Problem Complexity | Discrete Mathematics in Computer ScienceAdditional physical formats: Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
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.
In: Springer eBooksSummary: 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.
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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.

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.

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