A hybrid genetic algorithm for manufacturing cell design

Journal of the Chinese Institute of Industrial Engineers

Volumn 17, Issue 5, 2000, Pages 549-564

  Joines, Jeffrey A ^a   Kay, Michael G ^a   King, Russell E ^a   Thomas Culbreth, C ^a  

^a North Carolina State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84988627588     PISSN: 10170669     EISSN: 21517606     Source Type: Journal    
DOI: 10.1080/10170669.2000.10432875     Document Type: Article

References (24)

1. Burbidge, J.L., 1969. “ An introduction of group technology ”. In In Seminar on Group Technology Turin
2. Chandrasekharan, M.P., and Rajagopalan, R., 1987. Zodiac-an algorithm for concurrent formation of part families and machine cells. International Journal of Production Research, 26(6):835–850.
3. Chu, P.C., and Beasley, J.E., 1995. “ A genetic algorithm for the generalised assignment problem ”. In Technical report, The Management School Imperial College London
4. Davis, L., and Orvosh, D., 1994. “ Using a genetic algorithm to optimize problems with feasibility constraints ”. In In 1 994 lEEE International Symposium Evolutionary Computation 548–553. Orlando, Fl
5. Hinton, G.E., and Nolan, S.J., 1987. How learning can guide evolution. Complex Systems, 1:495–502.
6. Houck, C.R., Joines, J.A., and Kay, M.G., 1997. Empirical investigation of the benefits of partial lamarckianism. Evolutionary Computation, 5(1):31–60.
7. Houck, C.R., Joines, J.A., and Kay, M.G., 1996. Comparison of genetic algorithms, random restart, and two-opt switching for solving large location-allocation problem. Comp. & OR, 23(6):587–596.
8. Hyer, N.L., and Wemmerlöv, U., 1989. Group technology in the us manufacturing industry:A survey of current practice. International Journal of Production Research, 27(8):1287–1304.
9. Joines, J.A., December 1996. “ Hybrid Genetic Search for Manufacturing Cell Design ”. In Ph.d. thesis, December, Raleigh, NC:North Carolina State University.
10. Joines, J.A., Culbreth, G.T., and King, R.E., 1996. Manufacturing cell design:An integer programming model employing genetic algorithms. IIE Transactions, 28(1):69–85.
11. Joines, J.A., King, R.E., and Culbreth, G.T., 1996. A comprehensive review of production-oriented manufacturing cell formation technique. International Journal of Flexible Automation and Integrated Manufacturing, 3(3 & 4):225–265.
12. Joines, J.A., King, R.E., and Culbreth, G.T., 1999. Moving beyond the parts incidence matrix:Alternative routings and operations for the cell formation problem. Engineering Valuation and Cost Analysis, 2(5):1–23.
13. King, J.R., and Nakornchai, V., 1982. Machine-component group formation in group technology:Review and extension. International Journal of Production Research, 20(2):117–133.
14. Kumar, K.R., and Chandrasekharan, M.P., 1990. Grouping efficacy:a quantitative criterion for goodness of block diagonal forms of binary matrices in group technology. International Journal of Production Research, 28(2):233–243.
15. Lee, H., and Garcia-Diaz, A., 1993. A network flow approach to solve clustering problems in group technology. International Journal of Production Research, 31(3):603–612.
16. Liu, C., and Wu, J., 1993. Machine cell formation:using the simulated annealing algorithm. International Journal of Computer Integrated Manufacturing, 6(6):335–349.
17. Michalewicz, Z., 1996. “ Genetic Algorithms + DataStructures = Evolution Programs ”. In A1 Series, 3rd edition, New York:Springer-Verlag(cxNew York).
18. Nakano, R., 1991. “ Conventional genetic algorithm for job shop problem ”. In In Proc. of the 4th ICGA 474–479. San Mateo, CA
19. Ng, S., 1993. Worst-case analysis of an algorithm for cellular manufacturing. European Journal of Operational Research, 69(3):384–398.
20. Renders, J.M., and Flasse, S., 1996. Hybrid methods using genetic algorithms for global optimization. IEEE Transactions on Systems, Man, and Cybernetics Part B, 26(2) April:243–258.
21. Rinnooy-Kan, A., and Timmer, G., 187. Stochastic global optimization methods part 1. Mathematical Programming, 39(1):27–56.
22. Rogers, D.F., and Shafer, S.M., 1995. “ Planning, Design, and Analysis of Cellular Manufacturing Systems ”. In chapter Measuring cellular manufacturing performance, 147–165. Elsevier Science.
23. Selim, H.M., Askin, R.G., and Vakharia, A.J., 1994. “ Cell formation in group technology:Review, evaluation and directions of future research ”. In Technical report, Tucson:University of Arizona(cxTucson).
24. Whitley, D., Gordon, S., and Mathias, K., 1994. “ Larmarckian evolution, the Baldwin effect and function optimization ”. In Parallel Problem Solving from Nature-PPSN III, Edited by:Davidor, Y., Schwefel, H.P., and Manner, R., 6–15. Springer-Verlag.