Handbook of Memetic Algorithms: Studies in Computational Intelligence, cartea 379
Editat de Ferrante Neri, Carlos Cotta, Pablo Moscatoen Limba Engleză Paperback – 30 noi 2013
“Handbook of Memetic Algorithms” organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science.
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 930.00 lei 6-8 săpt. | |
Springer Berlin, Heidelberg – 30 noi 2013 | 930.00 lei 6-8 săpt. | |
Hardback (1) | 934.33 lei 6-8 săpt. | |
Springer Berlin, Heidelberg – 18 oct 2011 | 934.33 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783642269424
ISBN-10: 3642269427
Pagini: 396
Ilustrații: XXVI, 370 p.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.55 kg
Ediția:2012
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642269427
Pagini: 396
Ilustrații: XXVI, 370 p.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.55 kg
Ediția:2012
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Part I Foundations.- Part II Methodology.- Part III Applications.- Part IV Epilogue.
Textul de pe ultima copertă
Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behavior which can handle complex objective functions and hard fitness landscapes.
“Handbook of Memetic Algorithms” organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science.
“Handbook of Memetic Algorithms” organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science.
Caracteristici
Compact well structured handbook of memetic algorithms State-of-the-Art book Written by leading experts in this field