Simplified swarm optimization in disassembly sequencing problems with learning effects

Computers and Operations Research

Volumn 39, Issue 9, 2012, Pages 2168-2177

  Yeh, Wei Chang ^a,b  

^a UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^b NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Disassembly sequencing problem; Learning effects; Self adaptive parameter control; Simplified swarm optimization (SSO); Update mechanism

Indexed keywords

COMPUTATIONAL EXPERIMENT; CONVERGENCE SPEED; DISASSEMBLY SEQUENCING; LEARNING EFFECTS; PARAMETER CONTROL; PROCESSING TIME; SELF-ADAPTIVE; SELF-ADAPTIVE PARAMETER CONTROL; SWARM OPTIMIZATION;

OPTIMIZATION; SOFT COMPUTING;

PROBLEM SOLVING;

EID: 84855540135     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2011.10.027     Document Type: Article

References (32)

1. Gupta SM, McGovern SM. Multi-objective optimization in disassembly sequencing problems. In: Proceedings of the second world conference on POM and 15th Annual POM Conference, Cancun, Mexico; April 30May 3, 2004.
2. KE Moore, A Gungor, and SM Gupta Petri net approach to disassembly process planning for products with complex AND/OR precedence relationships European Journal of Operation Research 135 2 2001 428 449 (Pubitemid 32842078)
3. A Gungor, M Surendra, and SM Gupta Disassembly sequence plan generation using branch-and-bound algorithm International Journal of Production Research 39 3 2001 481 509 (Pubitemid 35170222)
4. SM McGovern, and SM Gupta Ant colony optimization for disassembly sequencing with multiple objectives International Journal of Advanced Manufacturing Technology 30 5-6 2006 481 496 (Pubitemid 44370984)
5. AJD Lambert, and SM Gupta Disassembly modeling for assembly, maintenance, reuse, and recycling 2005 CRC Press Boca Raton, Florida
6. E Kongar, and SM Gupta Disassembly sequencing using genetic algorithm The International Journal of Advanced Manufacturing Technology 30 5-6 2006 497 506 (Pubitemid 44370985)
7. VN Rajan, and SY Nof Minimal precedence constraints for integrated assembly and execution planning IEEE Transactions on Robotics and Automation 12 2 1996 175 186 (Pubitemid 126774388)
8. Beatriz González, and Belarmino Adenso-Díaz A scatter search approach to the optimum disassembly sequence problem Computers & Operations Research 33 6 2006 1776 1793 /6 2006 (Pubitemid 41525710)
9. Y Tang, M Zhou, and M Gao Fuzzy-petri-net-based disassembly planning considering human factors IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 36 4 2006 718 726
10. AJD Lambert Optimizing disassembly processes subjected to sequence-dependent cost Computers & Operations Research 34 2 2007/2 536 551 (Pubitemid 44205372)
11. K-M Lee, and M Bailey-Van Kuren Modeling and supervisory control of a disassembly automation workcell based on blocking topology IEEE Transactions on Robotics and Automation 16 1 2000 67 77 (Pubitemid 30593786)
12. Y. Tang, M.C. Zhou, and R. Caudill An integrated approach to disassembly planning and demanufacturing operation IEEE Transactions on Robotics and Automation 17 6 2001 773 784 (Pubitemid 34125076)
13. S.M. Mok, C.-H. Wu, and D.T. Lee Modeling automatic assembly and disassembly operations for virtual manufacturing IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 31 3 2001 223 232 (Pubitemid 32585018)
14. M.M. Gao, M.C. Zhou, and R. Caudill Integration of disassembly leveling and bin assignment for demanufacturing automation IEEE Transactions on Robotics and Automation 18 6 2002 867 874
15. S.C. Sarin, H.D. Sherali, and A. Bhootra A precedence-constrained asymmetric traveling salesman model for disassembly optimization IIE Transactions 38 3 2006 223 237 (Pubitemid 43203323)
16. B. Adenso-Diaz, S. Garcia-Carbajal, and S.M. Gupta A path-relinking approach for a bi-criteria disassembly sequencing problem Computers & Operations Research 35 12 2008 3989 3997 (Pubitemid 351608452)
17. W. Souffriau, P. Vansteenwegen, G. Vanden Berghe, and D. Van Oudheusden A path relinking approach for the team orienteering problem Computers & Operations Research 37 11 2010/11 1853 1859
18. G. Levitin, J. Rubinovitz, and B. Shnits A genetic algorithm for robotic assembly line balancing European Journal of Operational Research 168 2006 811 825 (Pubitemid 41336594)
19. C.C. Wu, and W.C. Lee A note on the total completion time problem in a permutation flowshop with a learning effect European Journal of Operational Research 192 1 2009 343 347
20. W.C. Lee, Y.R. Shiau, S.K. Chen, and C.C. Wu A two-machine flowshop scheduling problem with deteriorating jobs and blocking International Journal of Production Economics 124 1 2010 188 197
21. W.C. Lee, and P.J. Lai Scheduling problems with general effects of deterioration and learning Information Sciences 181 6 2011 1164 1170
22. Yeh WC. Study on quickest path networks with dependent components and apply to RAP. Report. NSC 97-2221-E-007-099-MY3. 2008/08/012011/07/31.
23. W.C. Yeh A two-stage discrete particle swarm optimization for the problem of multiple multi-level redundancy allocation in series systems Expert Systems with Applications 36 5 2009 9192 9200
24. W.C. Yeh, W.W. Chang, and Y.Y. Chung A new hybrid approach for mining breast cancer pattern using discrete particle swarm optimization and statistical method Expert Systems with Applications 36 4 2009 8204 8211
25. G. Nadler, and W.D. Smith Manufacturing progress functions for types of processes International Journal of Production Research 2 2 1963 115 135
26. L.E. Yelle The learning curve: historical review and comprehensive survey Decision Science 10 2 1979 302 328
27. D. Biskup Single-machine scheduling with learning considerations European Journal of Operational Research 115 1 1999 173 178
28. Kennedy J., Eberhart RC. Neural networks: particle swarm optimization. In: Proceedings of the IEEE international conference, vol. 27; 1995. p. 19428.
29. Kennedy J., Eberhart RC. A discrete binary version of the particle swarm algorithm. In: Proceedings of IEEE international conference on Systems, Man and Cybernetics, vol. 5, no. 1215; 1997. p. 41048
30. Y. Shi, and R.C. Eberhart Evolutionary computation: empirical study of particle swarm optimization Processing of the Congress 1999 1945 1950
31. J. Kennedy, R.C. Eberhart, and Y. Shi Swarm intelligence 2001 Morgan Kaufmann Publishes New York
32. W.C. Yeh Optimization of the disassembly sequencing problem on the basis of self-adaptive simplified swarm optimization IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, (to appear, TSMCA. 2011 2157135)