Parallel Problem Solving from Nature -- PPSN XIII [electronic resource] : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith.
Contributor(s): Bartz-Beielstein, Thomas [editor.]
| Branke, Juergen [editor.] | Filipič, Bogdan [editor.] | Smith, James [editor.] | SpringerLink (Online service).
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BookSeries: Theoretical Computer Science and General Issues: 8672Publisher: Cham : Springer International Publishing : Imprint: Springer, 2014Edition: 1st ed. 2014.Description: XXIV, 955 p. 262 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319107622.Subject(s): Artificial intelligence | Bioinformatics | Computer science | Pattern recognition systems | Algorithms | Computer science -- Mathematics | Discrete mathematics | Artificial Intelligence | Computational and Systems Biology | Theory of Computation | Automated Pattern Recognition | Algorithms | Discrete Mathematics in Computer ScienceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online 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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