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Omega - (Genetic Algorithms and Evolutionary Computation) by Dimitri Knjazew (Hardcover)

Omega - (Genetic Algorithms and Evolutionary Computation) by  Dimitri Knjazew (Hardcover) - 1 of 1
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About this item

Highlights

  • OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems addresses two increasingly important areas in GA implementation and practice.
  • Author(s): Dimitri Knjazew
  • 152 Pages
  • Mathematics, Game Theory
  • Series Name: Genetic Algorithms and Evolutionary Computation

Description



Book Synopsis



OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems addresses two increasingly important areas in GA implementation and practice. OmeGA, or the ordering messy genetic algorithm, combines some of the latest in competent GA technology to solve scheduling and other permutation problems. Competent GAs are those designed for principled solutions of hard problems, quickly, reliably, and accurately. Permutation and scheduling problems are difficult combinatorial optimization problems with commercial import across a variety of industries.

This book approaches both subjects systematically and clearly. The first part of the book presents the clearest description of messy GAs written to date along with an innovative adaptation of the method to ordering problems. The second part of the book investigates the algorithm on boundedly difficult test functions, showing principled scale up as problems become harder and longer. Finally, the book applies the algorithm to a test function drawn from the literature of scheduling.

Dimensions (Overall): 9.5 Inches (H) x 6.34 Inches (W) x .62 Inches (D)
Weight: .94 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 152
Genre: Mathematics
Sub-Genre: Game Theory
Series Title: Genetic Algorithms and Evolutionary Computation
Publisher: Springer
Format: Hardcover
Author: Dimitri Knjazew
Language: English
Street Date: January 31, 2002
TCIN: 1006377763
UPC: 9780792374602
Item Number (DPCI): 247-07-6110
Origin: Made in the USA or Imported
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Shipping details

Estimated ship dimensions: 0.62 inches length x 6.34 inches width x 9.5 inches height
Estimated ship weight: 0.94 pounds
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