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Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I (Theoretical Computer Science and General Issues) - Softcover
Synopsis
This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018.
The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover a wide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XV.
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- PublisherSpringer
- Publication date2018
- ISBN 10 331999252X
- ISBN 13 9783319992525
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages569
- EditorAuger Anne, Fonseca Carlos M., Lourenço Nuno, Machado Penousal, Paquete Luís, Whitley Darrell
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Parallel Problem Solving from Nature ? Ppsn XV : 15th International Conference, Coimbra, Portugal, September 8-12, 2018; Proceedings
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Parallel Problem Solving from Nature ¿ PPSN XV
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Springer International Publishing Aug 2018, 2018
ISBN 10: 331999252X
ISBN 13: 9783319992525
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018. The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover awide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XV. 572 pp. Englisch. Seller Inventory # 9783319992525
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Parallel Problem Solving from Nature â" Ppsn XV : 15th International Conference, Coimbra, Portugal, September 8-12, 2018; Proceedings
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Parallel Problem Solving from Nature ¿ PPSN XV : 15th International Conference, Coimbra, Portugal, September 8¿12, 2018, Proceedings, Part I
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ISBN 10: 331999252X
ISBN 13: 9783319992525
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018. The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover awide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XV. Seller Inventory # 9783319992525
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