Emerging Optimization Techniques In Production Planning & Control

Autor: Godfrey C. Onwubolu

Jazyk:

Väzba: Pevná

Vydavateľ: Imperial College Press

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This work proposes a concept of adaptive memory programming (AMP) for grouping a number of generic o...

Informácie o knihe

Autor

Godfrey C. Onwubolu

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2002

Stránok

656

EAN

9781860942662

ISBN

1860942660

Enbook ID

05121640

Vydavateľ

Imperial College Press

Hmotnosť

996

Rozmery

229 x 165 x 37

Kompletný popis

This work proposes a concept of adaptive memory programming (AMP) for grouping a number of generic optimization techniques used in combinatorial problems. The same common features seen in the use of memory and a local search procedure drive these emerging optimization techniques, which include artificial neural networks, genetic algorithms, tabu search and ant systems. The primary motivation for AMP, therefore, is to group and unify all these techniques so as to enhance the computational capabilities that they offer for combinatorial problems encountered in real life in the area of production planning and control. The text describes the theoretical aspects of AMP together with relevant production planning and control applications. It also covers the techniques, applications and algorithms. The volume has been designed as an instructional text for students and those who are taking tuition on their own. The numerical examples given are first solved manually to enhance the reader's understanding of the material, and that is followed by a description of the algorithms and computer results. The algorithms described for each application should be useful to both students and practitioners in grasping how to implement similar applications in computer code using emerging optimization techniques.

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