Application of particle swarm optimization on batch process scheduling

Proceedings of the Annual Southeast Conference

Volumn 1, Issue , 2005, Pages 1155-1156

  Zhang, Lei ^a  

^a AUBURN UNIVERSITY   (United States)

Author keywords

Batch process; Particle swarm optimization; Scheduling; Simulated annealing

Indexed keywords

BATCH PROCESS; EFFICIENT ALGORITHM; MULTIPRODUCT BATCH PROCESS; NP COMPLETE PROBLEMS; PARTICLE SWARM; PROBLEM SIZE; SCHEDULING PROBLEM;

ANNEALING; BATCH DATA PROCESSING; MACHINERY; PARTICLE SWARM OPTIMIZATION (PSO); PROBLEM SOLVING; SCHEDULING ALGORITHMS;

SIMULATED ANNEALING;

EID: 77953759678     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1167350.1167398     Document Type: Conference Paper

References (10)

1. Reklaitis, G.V. Review of scheduling of process operations, AIChE Symposium Series, 1982, 78, 119-133.
2. Ku, H. and Karimi, I. Scheduling in serial multiproduct batch processes with finite interstage storage: a mixed integer linear program formulation. Ind. Eng. Chem. Res., 1988, 27,1840-1848.
3. Das, H., Cummings, P.T. and Le Van, M.D. Scheduling of serial multiproduct batch processes via simulated annealing. Comput. Chem. Eng., 1990, 14, 12, 1351-1362.
4. Ku, H. and Karimi, I. An evaluation of simulated annealing for batch process scheduling. Ind Eng. Chem. Res., 1991, 30, 1, 163-169.
5. Chan, K.F. and Hui, C.W. Scheduling Batch Production Using a Stepwise Approach. Ind. Eng. Chem. Res., 2003, 42, 3505-3508. (Pubitemid 36830498)
6. Eberhart, R. and Kennedy, J. A New Optimizer Using Particle Swarm Theory, In Proc. 6th Int. Symp. on Micro Mach. & Hum. Sci., 1995, 39-43.
7. Kennedy, J. and Eberhart, R. Particle Swarm Optimization, In Proc. 1995 IEEE Int. Conf. Neural Networks, 1995, 1942-1948.
8. Carlisle, A. and Dozier, G. An Off-The-Shelf PSO, In Proc. 2001 Workshop on Particle Swarm Optimization, 2001, 1-6, Indianapolis, IN.
9. Messerschmidt, L. and Engelbrecht, A.P., Learning to play games using a PSO-based competitive learning approach, IEEE. Trans. Evol. Comput. 2004, 8, 280-288.
10. Coello, C.A.C., Pulido, G.T., and Lechuga, M.S., Handling multiple objectives with particle swarm optimization, IEEE. Trans. Evol. Comput. 2004, 8, 256-279.