Genetic algorithm modeling for the inspection allocation in reentrant production systems

Expert Systems with Applications

Volumn 36, Issue 8, 2009, Pages 11287-11295

  Rau, Hsin ^a   Cho, Kuo Hua ^a  

^a CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

Author keywords

Genetic algorithm; Inspection allocation; Reentrant production system

Indexed keywords

INSPECTION ALLOCATION; INSPECTION ALLOCATION PROBLEM; LAYER-BY-LAYER; OPTIMIZATION METHOD; PRODUCTION PLANNING TOOLS; PRODUCTION SYSTEM; REENTRANT PRODUCTION SYSTEM;

GENETIC ALGORITHMS; PLANNING; PRODUCTION CONTROL; PRODUCTION ENGINEERING;

INSPECTION;

EID: 67349192556     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.03.020     Document Type: Article

References (17)

1. Chevalier P.B., and Wein L.M. Inspection for circuit board assembly. Management Science 43 (1997) 198-1213
2. De Jong, K. A. (1975). An analysis of the behavior of a class of genetic adaptive systems, Ph.D. Dissertation, Dept., Computer Science, University of Michigan, Ann Arbor.
3. Goldberg D.E. Genetic algorithm in search, optimization and machine learning (1989), Addison-Wesley, Reading, MA
4. Grefenstette J.J. Optimization of control parameters for genetic algorithms. IEEE Transactions on Systems, Man, and Cybernetics 16 (1986) 122-128
5. Hurst Jr. E.G. Imperfect inspection in a multiworkstation production process. Management Science 20 (1973) 378-384
6. Lee J., and Unnikrishnan S. Planning quality inspection operations in multi-workstation manufacturing systems with inspection errors. International Journal of Production Research 36 (1998) 141-155
7. Lindsay G.F., and Bishop A.B. Allocation of screening inspection effort - Dynamic-programming approach. Management Science 10 (1964) 343-352
8. Mandroli S.S., Shrivastava A.K., and Ding Y. A survey of inspection strategy and sensor distribution studies in discrete-part manufacturing processes. IIE Transactions 38 (2006) 309-328
9. Narahari Y., and Khan L.M. Modeling reentrant manufacturing systems with inspection stations. Journal of Manufacturing Systems 15 (1996) 367-378
10. Peters M.H., and Williams W.W. Location of quality inspection stations: an experimental assessment of five normative heuristics. Decision Science 15 (1984) 389-408
11. Rau H., and Chu Y.H. Inspection allocation planning with two types of workstations: WVD and WAD. International Journal of Advanced Manufacturing Technology 25 (2005) 947-953
12. Rau H., Chu Y.H., and Cho K.H. Layer modelling for the inspection allocation problem in reentrant production systems. International Journal of Production Research 43 (2005) 3633-3655
13. Raz T. A survey of model for allocation inspection effort in multistage production system. Journal of Quality Technology 18 (1986) 239-247
14. Viswanadham N., Shashi S.M., and Taneja M. Inspection allocation in manufacturing systems using stochastic search technique. IEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 26 (1996) 222-230
15. White L.S. The analysis of a simple class of multistage inspection plans. Management Science 12 (1966) 685-693
16. White L.S. Shortest route models for the allocation of inspection effort on a production line. Management Science 15 (1969) 249-259
17. Yum B.J., and McDowell E.D. Optimal inspection policies in a serial production system including scrap rework and repair: an MILP approach. International Journal of Production Research 25 (1987) 1451-1464