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Adaptive and Multilevel Metaheuristics (Studies in Computational Intelligence) - Carlos Cotta, Marc Sevaux, Kenneth Sörensen
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Carlos Cotta, Marc Sevaux, Kenneth Sörensen:

Adaptive and Multilevel Metaheuristics (Studies in Computational Intelligence) - Taschenbuch

ISBN: 3642098339

Paperback, [EAN: 9783642098338], Springer, Springer, Book, [PU: Springer], Springer, 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 276355, Cognition & Cognitive Psychology, 276370, Emotions, 276389, The Self, Ego & Personality, 276348, Psychology & Psychiatry, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 496522, Specific Topics, 276351, Compulsive Behaviour, 276352, Eating Disorders, 276370, Emotions, 276407, Hypnosis, 276382, Mental Health & Illness, 276402, Sexual Behaviour, 276408, Sleep & Dreams, 276410, Suicide, 276389, The Self, Ego & Personality, 496550, Violence, 276348, Psychology & Psychiatry, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 278329, Applied Mathematics, 922530, Mathematical Modelling, 278335, Mathematics for Scientists & Engineers, 278419, Physics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278383, Linear Programming, 278380, Optimisation, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 564346, Engineering, 571042, Chemical & Biochemical Engineering, 571044, Civil Engineering, 571500, Electrical Engineering, 571046, Electronics & Telecommunications Engineering, 571052, Energy Engineering, 571056, Engineering Skills & Design, 571048, Environmental Engineering, 573598, Industrial Chemistry & Manufacturing Technologies, 571050, Mechanical & Material Engineering, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 564352, Mathematics, 570902, Algebra, 570874, Applied Mathematics, 570912, Calculus & Mathematical Analysis, 570934, Combinatorics & Graph Theory, 570936, Geometry, 570964, Mathematical Theory, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 5346501031, General, 5346499031, Computers & Internet, 52, Young Adult, 1025612, Subjects, 266239, Books

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Adaptive and Multilevel Metaheuristics (Studies in Computational Intelligence) - Carlos Cotta, Marc Sevaux, Kenneth Sörensen
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Carlos Cotta, Marc Sevaux, Kenneth Sörensen:

Adaptive and Multilevel Metaheuristics (Studies in Computational Intelligence) - Taschenbuch

ISBN: 3642098339

Paperback, [EAN: 9783642098338], Springer, Springer, Book, [PU: Springer], Springer, 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 276355, Cognition & Cognitive Psychology, 276370, Emotions, 276389, The Self, Ego & Personality, 276348, Psychology & Psychiatry, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 496522, Specific Topics, 276351, Compulsive Behaviour, 276352, Eating Disorders, 276370, Emotions, 276407, Hypnosis, 276382, Mental Health & Illness, 276402, Sexual Behaviour, 276408, Sleep & Dreams, 276410, Suicide, 276389, The Self, Ego & Personality, 496550, Violence, 276348, Psychology & Psychiatry, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 278329, Applied Mathematics, 922530, Mathematical Modelling, 278335, Mathematics for Scientists & Engineers, 278419, Physics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278383, Linear Programming, 278380, Optimisation, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 564346, Engineering, 571042, Chemical & Biochemical Engineering, 571044, Civil Engineering, 571500, Electrical Engineering, 571046, Electronics & Telecommunications Engineering, 571052, Energy Engineering, 571056, Engineering Skills & Design, 571048, Environmental Engineering, 573598, Industrial Chemistry & Manufacturing Technologies, 571050, Mechanical & Material Engineering, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 564352, Mathematics, 570902, Algebra, 570874, Applied Mathematics, 570912, Calculus & Mathematical Analysis, 570934, Combinatorics & Graph Theory, 570936, Geometry, 570964, Mathematical Theory, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 5346501031, General, 5346499031, Computers & Internet, 52, Young Adult, 1025612, Subjects, 266239, Books

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Adaptive and Multilevel Metaheuristics
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ISBN: 9783642098338

ID: 978364209833

One of the keystones in practical metaheuristic problem-solving is the fact that tuning the optimization technique to the problem under consideration is crucial for achieving top performance. This tuning/customization is usually in the hands of the algorithm designer, and despite some methodological attempts, it largely remains a scientific art. Transferring a part of this customization effort to the algorithm itself -endowing it with smart mechanisms to self-adapt to the problem- has been a long pursued goal in the field of metaheuristics.These mechanisms can involve different aspects of the algorithm, such as for example, self-adjusting the parameters, self-adapting the functioning of internal components, evolving search strategies, etc.Recently, the idea of hyperheuristics, i.e., using a metaheuristic layer for adapting the search by selectively using different low-level heuristics, has also been gaining popularity. This volume presents recent advances in the area of adaptativeness in metaheuristic optimization, including up-to-date reviews of hyperheuristics and self-adaptation in evolutionary algorithms, as well as cutting edge works on adaptive, self-adaptive and multilevel metaheuristics, with application to both combinatorial and continuous optimization. Books, Science and Nature, Adaptive and Multilevel Metaheuristics Books>Science and Nature, Springer Berlin Heidelberg

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Adaptive and Multilevel Metaheuristics - Carlos Cotta; Marc Sevaux; Kenneth Sörensen
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Carlos Cotta; Marc Sevaux; Kenneth Sörensen:
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2010, ISBN: 9783642098338

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Details zum Buch
Adaptive and Multilevel Metaheuristics
Autor:

Carlos Cotta, Marc Sevaux, Kenneth Sörensen

Titel:

Adaptive and Multilevel Metaheuristics

ISBN-Nummer:

3642098339

One of the keystones in practical metaheuristic problem-solving is the fact that tuning the optimization technique to the problem under consideration is crucial for achieving top performance. This tuning/customization is usually in the hands of the algorithm designer, and despite some methodological attempts, it largely remains a scientific art. Transferring a part of this customization effort to the algorithm itself -endowing it with smart mechanisms to self-adapt to the problem- has been a long pursued goal in the field of metaheuristics.These mechanisms can involve different aspects of the algorithm, such as for example, self-adjusting the parameters, self-adapting the functioning of internal components, evolving search strategies, etc.Recently, the idea of hyperheuristics, i.e., using a metaheuristic layer for adapting the search by selectively using different low-level heuristics, has also been gaining popularity. This volume presents recent advances in the area of adaptativeness in metaheuristic optimization, including up-to-date reviews of hyperheuristics and self-adaptation in evolutionary algorithms, as well as cutting edge works on adaptive, self-adaptive and multilevel metaheuristics, with application to both combinatorial and continuous optimization.

Detailangaben zum Buch - Adaptive and Multilevel Metaheuristics


EAN (ISBN-13): 9783642098338
ISBN (ISBN-10): 3642098339
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
292 Seiten
Gewicht: 0,445 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 27.07.2011 17:10:36
Buch zuletzt gefunden am 16.10.2016 22:31:41
ISBN/EAN: 3642098339

ISBN - alternative Schreibweisen:
3-642-09833-9, 978-3-642-09833-8

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