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