A hybrid DPSO-SA approach to assembly sequence planning

2010 IEEE International Conference on Mechatronics and Automation, ICMA 2010

Volumn , Issue , 2010, Pages 1998-2003

  Lv, Hong Guang ^a   Lu, Cong ^a,b   Zha, Jun ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ASSEMBLY SEQUENCE; ASSEMBLY SEQUENCE PLANNING; DISCRETE PARTICLE SWARM OPTIMIZATION; EVOLUTIONARY SEARCH ALGORITHMS; MULTI OBJECTIVE; SA ALGORITHM; SEARCH CAPABILITIES; SIMULATED ANNEALING ALGORITHMS;

ALGORITHMS; MECHATRONICS; MULTIOBJECTIVE OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO);

SIMULATED ANNEALING;

EID: 78649302822     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMA.2010.5589203     Document Type: Conference Paper

References (15)

1. F. Bonneville, and C. Perrard, and J. M. Henrioud, "A genetic algorithm to generate and evaluate assembly plans," IEEE Symposium on Emerging Technology and Factory Automation, 1995, Vol 2, pp. 231-239.
2. Q. Guan, J. H. Liu, and Y. F. Zhong, "A concurrent hierarchical evolution approach to assembly process," Int J Prod Res, 2002, 40(14):3357-3374.
3. J. M. Milner, S. C. Graves and D. E. Whitney, "Using simulated annealing to select least-cost assembly sequences," Proceedings of IEEE Conference on Robotics and Automation, 1994, pp.2058-2063.
4. S. K. Ong, J. Ding, Y. C. A. Nee, "Hybrid GA and SA dynamic set-up planning optimization," Int J Prod Res, 2002, 40(18): 4697-4719.
5. J. F. Wang, J. H. Liu, and Y. F. Zhong, "A novel ant colony algorithm for assembly sequence planning," Int J Adv Manuf Technol, 2005, Vol.25, No.11-12, pp.1137-1143.
6. F. Failli, and G. Dini, "Ant colony systems in assembly planning: a new approach to sequence detection and optimization," Proceedings of the 2nd CIRP International Seminar on Intelligent Computation in Manufacturing Engineering, 2000, pp.227-232.
7. Y. M. Chen, C. T. Lin, "A particle swarm optimization approach to optimize component placement in printed circuit board assembly," Int J Adv Manuf Technol ,2007, 35:610-620.
8. K. Rameshkumar, R. K. Suresh, and K. M. Mohanasundaram, "Discrete Particle Swarm optimization (DPSO) Algorithm for Permutation Flowshop Scheduling to Minimize Makespan," International Conference on Natural Computation, 2005, pp. 572-581.
9. B. Liu, L. Wang, and Y. H. Jin, "An Effective PSO-Based Memetic Algorithm for Flow Shop Scheduling" IEEE Trans Syst Man Cybern Part B Cybern, 2007, Vol. 37, No. 1, February, pp.18-27.
10. B, Shuang, J. P. Chen, and Z. B. Li, "Microrobot based micro-assembly sequence planning with hybrid ant colony algorithm," Int J Adv Manuf Technol, 2008, Vol. 38, pp.1227-1235.
11. H, G. Lv, and C. Lu, "A Discrete Particle Swarm Optimization Algorithm for Assembly Sequence Planning," 8th International Conference on Reliability, Maintainability and Safety (ICRMS'2009) , Chengdu, China, 2009, pp1119-1112.
12. C. Lu, J. Y. H. Fuh, and Y. S. Wong, "An enhanced assembly planning approach using a multi-objective genetic algorithm," Proc Inst Mech Eng Part B J Eng Manuf, 2006, Vol.220, No.2, pp.255-272.
13. J. Kennedy, and R. C. Eberhart, "Particle swarm optimization," Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, 1995, pp.1942-1948.
14. L. Wang, B. Liu, Particle Swarm Optimization and Scheduling Algorithms. Tsinghua University Press, Beijing, 2008.
15. S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, "Optimization by simulated annealing," Science, 1983, Vol.220, No. 4598, 13, pp. 671-680.