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Hybrid Metaheuristics
Third International Workshop, HM 2006, Gran Canaria, Spain, October 13-14, 2006, Proceedings

Englisch · Taschenbuch

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The International Workshop on Hybrid Metaheuristics reached its third edition with HM 2006. The active and successful participation in the past editions was a clear indication that the research community on metaheuristics and related areas felt the need for a forum to discuss speci?c aspects of hybridization of metaheuristics. The selection of papers for HM 2006 consolidated some of the mainstream issues that have emerged from the past editions. Firstly, there are prominent examples of e?ective hybrid techniques whose design and implementation were motivated by challenging real-world applications. We believe this is particularly important for two reasons: on the one hand, researchers are conscious that the primary goal of developing algorithms is to solve relevant real-life problems; on the other hand, the path towarde?cient solving methods for practical problems is a source of new outstanding ideas and theories. A second important issue is that the research community on metaheur- tics has become increasingly interested in and open to techniques and methods known from arti?cial intelligence (AI) and operations research (OR). So far, the most representative examples of such integration have been the use of AI/OR techniques as subordinates of metaheuristic methods. As a historical and - ymological note, this is in perfect accordance with the original meaning of a metaheuristic as a "general strategy controlling a subordinate heuristic. " The awareness of the need for a sound experimental methodology is a third keypoint.

Produktdetails

Mitarbeit Francisco Almeida (Herausgeber), María J. Blesa Aguilera (Herausgeber), Christian Blum (Herausgeber), Michael Sampels (Herausgeber), Melquíades Pérez (Herausgeber), Andrea Roli (Herausgeber), José Marcos Moreno Vega (Herausgeber), Maria José Blesa Aguilera (Herausgeber)
Verlag Springer, Berlin
 
Inhalt Buch
Produktform Taschenbuch
Erscheinungsdatum 29.09.2006
Thema Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Informatik
 
EAN 9783540463849
ISBN 978-3-540-46384-9
Anzahl Seiten 193
Illustration X, 193 p.
Abmessung (Verpackung) 15.5 x 23.5 cm
Gewicht (Verpackung) 299 g
 
Serie Lecture Notes in Computer Science
Theoretical Computer Science and General Issues > 4030
Themen Performance, Datenanalyse, C, Algorithmen und Datenstrukturen, Algorithms, Optimization, Artificial Intelligence, Mustererkennung, Algorithmus, hybridization, datamining, Lösung (allgemein), Problemlösen, Theoretische Informatik, Numerische Mathematik, Analyse / Datenanalyse, Programmieren (EDV) / Evolutionär, computer science, Theory of Computation, Heuristics, pattern recognition, Programming, Computers, Algorithms & data structures, Numerical analysis, Automated Pattern Recognition, Mathematical theory of computation, Algorithm Analysis and Problem Complexity, Numeric Computing, Computation by Abstract Devices, dataanalysis, Evolutionaryalgorithms, geneticalgorithms, algorithmanalysisandproblemcomplexity, evolutionaryalgorithm, expertsystem, algorithmics, approximationalgorithms, multi-objectiveoptimizatio
 

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