OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems: 6 (Genetic Algorithms and Evolutionary Computation, 6) - Tapa dura

Knjazew, Dimitri

 
9780792374602: OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems: 6 (Genetic Algorithms and Evolutionary Computation, 6)
Tapa dura
ISBN 10: 0792374606 ISBN 13: 9780792374602
Editorial: Springer, 2002

Sinopsis

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.

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Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2002
Idioma
Inglés
ISBN 10 
0792374606
ISBN 13 
9780792374602
Encuadernación
Tapa dura
Número de páginas
180
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9781461352495: OmeGA: A Competent Genetic Algorithm for Solving Permutation and Scheduling Problems: 6 (Genetic Algorithms and Evolutionary Computation)

Edición Destacada

ISBN 10:  1461352495 ISBN 13:  9781461352495
Editorial: Springer, 2012
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