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Verlag: Springer International Publishing AG, Cham, 2018
ISBN 10: 3319992589 ISBN 13: 9783319992587
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 1991
ISBN 10: 3540541489 ISBN 13: 9783540541486
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. With the appearance of powerful parallel computers, increased attention has been paid to algorithms which rely upon analogies to natural processes. Recent developments in this field were discussed at a workshop held in Dortmund in 1990, whose proceedings are presented in this volume. The subjects treated include Darwinian methods such as evolution strategies and genetic algorithms, Boltzmann methods such as simulated annealing, classifier systems and neural networks, and the transfer of natural metaphors to artificial problem-solving. The main objectives of the conference were to gather theoretical results about these algorithms, to discuss various implementations on different parallel computer architectures, and to summarize the state of the art in the field. With the appearance of parallel computers, increased attention has been paid to algorithms which reply upon analogies to natural processes. This volume of workshop proceedings summarizes research on artificial problem-solving and discusses theoretical results. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2012
ISBN 10: 3642329632 ISBN 13: 9783642329630
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. 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 6 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Verlag: Springer International Publishing AG, Cham, 2018
ISBN 10: 331999252X ISBN 13: 9783319992525
Sprache: Englisch
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Erstausgabe
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In den WarenkorbPaperback. Zustand: new. Paperback. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.