Soft Computing Based Techniques in Cellular Manufacturing Systems: Various State-of-the-art Heuristics to Manufacturing Cell Formation Problems - Pranab Dan - Livros - LAP LAMBERT Academic Publishing - 9783659245763 - 14 de setembro de 2012
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Soft Computing Based Techniques in Cellular Manufacturing Systems: Various State-of-the-art Heuristics to Manufacturing Cell Formation Problems

Pranab Dan

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Soft Computing Based Techniques in Cellular Manufacturing Systems: Various State-of-the-art Heuristics to Manufacturing Cell Formation Problems

In this study three different methodologies are developed, (i) a similarity coefficient based approach is adopted to obtain the initial machine part grouping solution. Thereafter a state-of-the-art part clustering algorithm is proposed to improve the solution quality. (ii) A dissimilarity coefficient based approach is adopted to obtain the initial machine part grouping solution. Thereafter a novel approach based on a population based heuristic technique is proposed to improve the solution quality. (iii) A similarity coefficient based technique is exploited to form machine cells and part families. Thereafter a Simulated Annealing (SA) based metaheuristic algorithm is utilized to enhance the quality of the solutions obtained.

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 14 de setembro de 2012
ISBN13 9783659245763
Editoras LAP LAMBERT Academic Publishing
Páginas 120
Dimensões 150 × 7 × 226 mm   ·   197 g
Idioma German  

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