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Parallel Problem Solving from Nature - PPSN XII : 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.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 7491
- Theoretical Computer Science and General Issues, 2512-2029 ; 7491
- Language:
- English
- Subjects (All):
- 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.
- Discrete Mathematics in Computer Science.
- Local Subjects:
- Artificial Intelligence.
- Computational and Systems Biology.
- Theory of Computation.
- Automated Pattern Recognition.
- Algorithms.
- Discrete Mathematics in Computer Science.
- Physical Description:
- 1 online resource (XXIII, 541 pages) : 146 illustrations
- Edition:
- 1st ed. 2012.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
- System Details:
- text file PDF
- Summary:
- 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.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-642-32937-1
- 9783642329371
- Access Restriction:
- Restricted for use by site license.
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