Description: Omega : A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems, Paperback by Knjazew, Dimitri, ISBN 1461352495, ISBN-13 9781461352495, Like New Used, Free shipping in the US 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 th 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 th investigates the algorithm on boundedly difficult test functions, showing principled scale up as problems become harder and longer. Finally, th applies the algorithm to a test function drawn from the literature of scheduling.
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Book Title: Omega : A Competent Genetic Algorithm for Solving Permutation and
Author: Knjazew, Dimitri
Language: english
