Genetic Algorithms + Data Structures = Evolution Programs

Genetic Algorithms + Data Structures = Evolution Programs

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Key Features
  • Format: Paperback
  • Number of Pages: 387 pages
  • Dimensions: 154.94 x 228.6 x 27.94mm
  • Weight: 589.67g
  • Publication date: 22 Sep 2011
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH and Co. KG
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Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of scheduling, partitioning, and control. The importance of these techniques is still growing, since evolution programs are parallel in nature, and parallelism is one of the most promising directions in computer science.The book is self-contained and the only prerequisite is basic undergraduate mathematics. This third edition has been substantially revised and extended by three new chapters and by additional appendices containing working material to cover recent developments and a change in the perception of evolutionary computation.

Key Features
  • Format: Paperback
  • Number of Pages: 387 pages
  • Dimensions: 154.94 x 228.6 x 27.94mm
  • Weight: 589.67g
  • Publication date: 22 Sep 2011
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH and Co. KG
  • Imprinte: Springer-Verlag Berlin and Heidelberg GmbH and Co. K
  • Publication City/Country: Berlin, Germany
  • Language: English
  • Edition: Revised
  • Edition statement: 3rd ed. 1996
  • Illustrations note: 14 black and white illustrations, 36 black and white tables, biography
  • ISBN10: 3642082335
  • ISBN13: 9783642082337
Specifications of Genetic Algorithms + Data Structures = Evolution Programs
SKU
JU030BKAJAS8NAFAMZ
Model
9783642082337
Author
Zbigniew Michalewicz
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