Modified fuzzy C-means algorithm for cellular manufacturing

Fuzzy Sets and Systems

Volumn 126, Issue 1, 2002, Pages 23-32

  Lozano, S ^a   Dobado, D ^a   Larraneta J ^a   Onieva, L ^a  

^a UNIVERSIDAD DE SEVILLA   (Spain)

Author keywords

Annealing; Cellular manufacturing; Fuzzy clustering; Part machine grouping; Production management

Indexed keywords

ALGORITHMS; CELLULAR MANUFACTURING; COMPUTATION THEORY;

FUZZY CLUSTERING;

FUZZY SETS;

EID: 0037116779     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(01)00003-3     Document Type: Article

References (33)

1. Convergence theory for fuzzy c-means: Counterexamples and repairs
2. Two soft relatives of learning vector quantization
3. ZODIAC an algorithm for concurrent formation of part-families and machine-cells
4. GROUPABILITY: An analysis of the properties of binary data matrices for group technology
5. Solving the generalised machine assignment problem in group technology
6. Fuzzy model identification based on cluster estimation
7. A fuzzy clustering approach to manufacturing cell formation
8. A heuristic workload-based model to form cells by minimising intercellular movements
9. Component grouping for GT applications - A fuzzy clustering approach with validity measure
10. Machine-component group formation in group technology: Review and extension
11. A heuristic-based procedure for the weighted production-cell formation problem
12. A one-step tabu search algorithm for manufacturing cell design
13. A neural network approach to part-machine grouping in GT manufacturing
14. Machine grouping for efficient production
15. Grouping index: A new quantitative criterion for goodness of block-diagonal forms in group technology
16. On the characterisation and measure of machine cells in group technology
17. A deterministic annealing approach to clustering
18. Vector quantization by deterministic annealing
19. Fuzzy clustering algorithms and their cluster validity
20. Evaluation of search algorithms and clustering efficiency measures for machine-part matrix clustering
21. GRAFICS - A nonhierarchical clustering algorithm for group technology
22. An assignment model for the part-families problem in group technology
23. A fuzzy-logic-based approach to qualitative modeling
24. Cellular manufacturing at 46 user plants: Implementation experiences and performance improvements
25. Two-phase approach to GT cell formation using efficient p-median formulations
26. Clustering data by melting
27. A validity measure for fuzzy clustering
28. Part family formation for GT applications based on fuzzy mathematics
29. Approximate clustering via the mountain method
30. Competitive learning and soft competition for vector quantizer design
31. Concurrent formation of part families and machine cells based on the fuzzy set theory
32. An objective-guided ortho-synapse Hopfield network approach to machine grouping problems