Parallel Problem Solving from Nature – Ppsn XIV: 14th International Conference, Proceedings: 9921 - Brossura

9783319458229: Parallel Problem Solving from Nature – Ppsn XIV: 14th International Conference, Proceedings: 9921

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ISBN 10: 3319458221 ISBN 13: 9783319458229

Casa editrice: Springer-Nature New York Inc, 2016

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This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016.

The total of 93 revised full papers were carefully reviewed and selected from 224 submissions.
The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization.

PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization.
The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis.

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EditoreSpringer-Nature New York Inc
Data di pubblicazione2016
ISBN 10 3319458221
ISBN 13 9783319458229
RilegaturaCopertina flessibile
LinguaInglese
Numero edizione1
Numero di pagine1048
RedattoreHandl Julia, Hart Emma, Lewis Peter R., Lpez-ibez Manuel, Ochoa Gabriela

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9783319458243: Parallel Problem Solving from Nature - PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings

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ISBN 10: 3319458248 ISBN 13: 9783319458243
Casa editrice: Springer, 2016
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Parallel Problem Solving from Nature - PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings (Lecture Notes in Computer Science, 9921)

Editore: Springer, 2016

ISBN 10: 3319458221 ISBN 13: 9783319458229

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Parallel Problem Solving from Nature � PPSN XIV

Julia Handl

Editore: Springer International Publishing Aug 2016, 2016

ISBN 10: 3319458221 ISBN 13: 9783319458229

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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016.The total of 93 revised full papers were carefully reviewed and selected from 224 submissions. The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization. PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis. 1048 pp. Englisch. Codice articolo 9783319458229

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Parallel Problem Solving from Nature - PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings (Lecture Notes in Computer Science, 9921)

Editore: Springer, 2016

ISBN 10: 3319458221 ISBN 13: 9783319458229

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Parallel Problem Solving from Nature -- PPSN XIV

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ISBN 10: 3319458221 ISBN 13: 9783319458229

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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016.The total of 93 revised full papers were carefully reviewed and select. Codice articolo 127810768

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Parallel Problem Solving from Nature � PPSN XIV : 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings

Julia Handl

Editore: Springer International Publishing, 2016

ISBN 10: 3319458221 ISBN 13: 9783319458229

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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016.The total of 93 revised full papers were carefully reviewed and selected from 224 submissions. The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization. PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis. Codice articolo 9783319458229

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