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The Theory Of Evolution Strategies
Hans-Georg Beyer
€ 202.01
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Description for The Theory Of Evolution Strategies
Hardback. In exploring the theoretical analysis of evolutionary algorithms, this work introduces basic concepts such as the progress rate, the quality gain, and the self-adaption response. Series: Natural Computing Series. Num Pages: 401 pages, 9 black & white tables, biography. BIC Classification: UMB; UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 23. Weight in Grams: 744.
Evolutionary Algorithms, in particular Evolution Strategies, Genetic Algorithms, or Evolutionary Programming, have found wide acceptance as robust optimization algorithms in the last ten years. Compared with the broad propagation and the resulting practical prosperity in different scientific fields, the theory has not progressed as much.
This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES). The main emphasis is on understanding the functioning of these probabilistic optimization algorithms in real-valued search spaces by investigating the dynamical properties of some well-established ES algorithms. The book introduces the basic concepts of this analysis, such as ... Read more
Evolutionary Algorithms, in particular Evolution Strategies, Genetic Algorithms, or Evolutionary Programming, have found wide acceptance as robust optimization algorithms in the last ten years. Compared with the broad propagation and the resulting practical prosperity in different scientific fields, the theory has not progressed as much.
This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES). The main emphasis is on understanding the functioning of these probabilistic optimization algorithms in real-valued search spaces by investigating the dynamical properties of some well-established ES algorithms. The book introduces the basic concepts of this analysis, such as ... Read more
Product Details
Format
Hardback
Publication date
2001
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
401
Condition
New
Series
Natural Computing Series
Number of Pages
381
Place of Publication
Berlin, Germany
ISBN
9783540672975
SKU
V9783540672975
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for The Theory Of Evolution Strategies
From the reviews: "He gives an extensive mathematical treatment of idealised models of behaviour for several types of EA … . The detail is extensive enough to guide and educate graduate students … . The figures are clear and convincing. Part of the quality of the book is its aesthetically pleasing layout, for both figures ... Read more