A PSO-based clustering algorithm for manufacturing cell design

Proceedings - 1st International Workshop on Knowledge Discovery and Data Mining, WKDD

Volumn , Issue , 2008, Pages 72-75

  Durán, Orlando ^a   Rodriguez, Nibaldo ^a   Consalter, Luiz Airton ^b  

^a PONTIFICIA UNIVERSIDAD CATÓLICA DE VALPARAÍSO   (Chile)

^b UNIVERSITY OF PASSO FUNDO   (Brazil)

Author keywords

Machine grouping; Manufacturing cells; Particle swarm optimization

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ALGORITHMS; BOOLEAN FUNCTIONS; CELLS; CELLULAR MANUFACTURING; CLUSTER ANALYSIS; CYTOLOGY; DATA MINING; DECISION SUPPORT SYSTEMS; FLEXIBLE MANUFACTURING SYSTEMS; FLOW OF SOLIDS; INFORMATION MANAGEMENT; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE MANAGEMENT; MINING;

KNOWLEDGE DISCOVERY AND DATA MINING; MACHINE GROUPING; MANUFACTURING CELLS; PARTICLE SWARM OPTIMIZATION; PSO ALGORITHMS;

CLUSTERING ALGORITHMS;

EID: 50949112836     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WKDD.2008.1     Document Type: Conference Paper

References (10)

1. Selim, H. M., Askin, R. G., & Vakharia, A. J. (1998), Cell formation in group technology: Evaluation and directions for future research. Computers and Industrial Engineering, 34(1), 3-20.
2. Boctor, F.: A linear formulation of the machine-part cell formation problem. International Journal Production Research, 29(2), 343-356 (1991).
3. Chen W-H., Srivastava B.: Simulated annealing procedures for forming machine cells in group technology. European Journal of Operational Research 75:100-11 (1994).
4. Venugopal, V., T.T. Narendran.: 'A genetic algorithm approach to the machine component grouping problem with multiple objectives. Computers & Industrial Engineering 22.4: 469-480 (1992).
5. Gupta, Y., Gupta, M., A. Kumar, Sundaram, C: A genetic algorithmbased approach to cell composition and layout design problems, International Journal of Production Research, vol. 34, no. 2, pp. 447-482, (1996).
6. Aljaber N., Back, W., Chen, C-L.: A tabu search approach to the cell formation problem Computers and Industrial Engineering 32, 1, 169-185 (1997).
7. Lozano, S., Adenso B., Salinas,!., Giménez L.: A One-Step Tabu Search Algorithm for Manufacturing Cell Design. Journal of the Operational Research Society. Vol. 50. Núm. 5. 509-516 (1999).
8. Andres, C. Lozano, S.: A particle swarm optimization algorithm for partmachine grouping ROBOT CIM-INT MANUF 22 (5-6): 468-474 OCT-DEC (2006)
9. Kennedy, J. & Eberhart, R. C. 1995, "Particle Swarm Optimization." In Proceeding of the IEEE International Conference on Neural Networks, Perth, Australia, IEEE Service Center. 12-13.
10. Correa, E.S., Freitas, A., Johnson, CO.:. A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set. In M. K. et al., editor, Proceedings of the Genetic and Evolutionary Computation Conference - GECCO-2006, pages 35-42, Seattle, WA, USA, July 2006. ACM Press.