Sequencing parallel machining operations by genetic algorithms

Computers and Industrial Engineering

Volumn 36, Issue 2, 1999, Pages 259-280

  Chiu, Nan Chieh ^a   Fang, Shu Cherng ^a   Lee, Yuan Shin ^a  

^a NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; FACTORY AUTOMATION; GENETIC ALGORITHMS; INTEGER PROGRAMMING; MACHINING CENTERS; MATHEMATICAL MODELS; PARALLEL PROCESSING SYSTEMS;

COMPUTATIONAL EXPERIMENTS; COMPUTER AIDED PROCESS PLANNING; MIXED INTEGER PROGRAMMING MODEL; SEQUENCING PARALLEL MACHINING OPERATIONS;

COMPUTER AIDED MANUFACTURING;

EID: 0032592165     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0360-8352(99)00132-1     Document Type: Article

References (17)

1. Chen S, Smith S. Commonality and genetic algorithms, Technical Report, Carnegie Mellon University, CMU-RI-TR-96-27, December 1996. 11 pages.
2. Chiou C-J. Non-coaxial tool path generation for mill-turned machining, Master thesis, Department of Industrial Engineering, North Carolina State University, 1997.
3. Chiu N-C. Sequencing parallel machining process by soft computing techniques, PhD Dissertation, Graduate Program in Operations Research, North Carolina State University, Fall 1998.
4. Davis L. Handbook of genetic algorithms. 1991;Van Nostrand Reinhold, New York.
5. Davis L. Applying adaptive algorithms to epistsatic domains. Proceedings of the International Joint Conference of Artificial Intelligence. 1985;162-164.
6. Dutta D., Kim Y.S., Kim Y., Wang E., Yip-Hoi D. Feature extraction and operation sequencing for machining on Mill-Turns. Proceedings of ASME Design Engineering Technical Conference, DETC97/CIE-4276 (CD). 1997.
7. Gen M., Cheng R. Genetic algorithms and engineering design. 1997;Wiley, New York.
8. Goldberg D., Lingle R. Alleles, loci, and the TSP. Grefenstette J.J. Proceedings of the First International Conference on Genetic Algorithms. 1985;154-159 Lawrence Erlbaum Associates, Hillsdale, NJ.
9. Levin J.B., Dutta D. On the effect of parallelism on computer-aided process planning. Computers in Engineering ASME. 1:1992;363-368.
10. Michalewicz Z. Genetic algorithms+data structures=evolution algorithms. 3rd ed. 1996;Springer-Verlag, New York.
11. Oliver I.M., Smith D.J., Holland J.R.C. A study of permutation crossover operators on the Traveling Salesman Problem. Grefenstette J.J. Proceedings of the Second International Conference on Genetic Algorithms. 1987;224-230 Lawrence Erlbaum Associates, Hillsdale, NJ.
12. Shan X.H., Nee A.Y.C., Poo A.N. Integrated application of expert systems and neural networks for machining operation sequencing. Shin Y.C., Abodelmonem A.H., Kumara S. Neural networks in manufacturing and robotics. vol. PED-57:1992;117-126 ASME
13. Syswerda G. Scheduling optimization using genetic algorithms. Davis L. Handbook of genetic algorithms. 1991;Van Nostrand Reinhold, New York.
14. Váncza J., Márkus A. Genetic algorithms in process planning. Computers in Industry. 17:1991;181-194.
15. Veeramani D., Stinnes A. A hybrid computer-intelligent and user-interactive process planning framework for four-axis CNC turning centers. Proceedings of the Fifth Industrial Engineering Research Conference. 1996;233-237.
16. Usher J.M., Bowden R.O. The application of genetic algorithms to operation sequencing for use in computer-aided process planning. Computers and Industrial Engineering. 30:(4):1996;999-1013.
17. Yip-Hoi D., Dutta D. A genetic algorithm application for sequencing operations in process planning for parallel machining. IIE Transaction. 28:(1):1996;55-68.