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Parallel Problem Solving from Nature - PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I / edited by Carlos Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone.

Contributor(s): Coello Coello, Carlos [editor.] | Cutello, Vincenzo [editor.] | Deb, Kalyanmoy [editor.] | Forrest, Stephanie [editor.] | Nicosia, Giuseppe [editor.] | Pavone, Mario [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 7491Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012Edition: 1st ed. 2012.Description: XXIII, 541 p. 146 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642329371.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
Contents:
evolutionary computation -- machine learning, classifier systems, image processing -- experimental analysis, encoding, EDA, GP; multiobjective optimization -- swarm intelligence, collective behavior, coevolution and robotics -- memetic algorithms, hybridized techniques, meta and hyperheuristics.- applications.
In: Springer Nature eBookSummary: The two volume set LNCS 7491 and 7492 constitutes the refereed proceedings of the 12th International Conference on Parallel Problem Solving from Nature, PPSN 2012, held in Taormina, Sicily, Italy, in September 2012. The total of 105 revised full papers were carefully reviewed and selected from 226 submissions. The meeting began with 5 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN 2012 also included 8 tutorials. The papers are organized in topical sections on evolutionary computation; machine learning, classifier systems, image processing; experimental analysis, encoding, EDA, GP; multiobjective optimization; swarm intelligence, collective behavior, coevolution and robotics; memetic algorithms, hybridized techniques, meta and hyperheuristics; and applications.
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evolutionary computation -- machine learning, classifier systems, image processing -- experimental analysis, encoding, EDA, GP; multiobjective optimization -- swarm intelligence, collective behavior, coevolution and robotics -- memetic algorithms, hybridized techniques, meta and hyperheuristics.- applications.

The two volume set LNCS 7491 and 7492 constitutes the refereed proceedings of the 12th International Conference on Parallel Problem Solving from Nature, PPSN 2012, held in Taormina, Sicily, Italy, in September 2012. The total of 105 revised full papers were carefully reviewed and selected from 226 submissions. The meeting began with 5 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN 2012 also included 8 tutorials. The papers are organized in topical sections on evolutionary computation; machine learning, classifier systems, image processing; experimental analysis, encoding, EDA, GP; multiobjective optimization; swarm intelligence, collective behavior, coevolution and robotics; memetic algorithms, hybridized techniques, meta and hyperheuristics; and applications.

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