Optimizing the performance of an integrated process planning and scheduling problem: An AIS-FLC based approach

2006 IEEE Conference on Cybernetics and Intelligent Systems

Volumn , Issue , 2006, Pages

  Chan, Felx T S ^a   Kumar, Vikas ^a   Tiwari, M K ^b  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b NATIONAL INSTITUTE OF FOUNDRY AND FORGE TECHNOLOGY   (India)

Author keywords

AIS FLC; Optimization; Outsourcing; Process planning; Sheduling

Indexed keywords

ALGORITHMS; FUZZY CONTROL; FUZZY LOGIC; OUTSOURCING; RESOURCE ALLOCATION; SCHEDULING; STRATEGIC PLANNING; CYBERNETICS; INTELLIGENT SYSTEMS; PROCESS PLANNING;

ARTIFICIAL IMMUNE SYSTEM (AIS); FUZZY LOGIC CONTROLLER (FLC); FUZZY LOGIC CONTROLLERS; SCHEDULING MODEL; ARTIFICIAL IMMUNE SYSTEM; CHANGING ENVIRONMENT; INTEGRATED PROCESS PLANNING AND SCHEDULING; INTEGRATION OF PROCESS PLANNING AND SCHEDULING; OUTSOURCING STRATEGY; RANDOM SEARCH METHOD; SHEDULING;

PROCESS PLANNING; OPTIMIZATION;

EID: 37649032267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2006.252319     Document Type: Conference Paper

References (27)

1. A. Kusiak, and G. Finke, "Selection of process plans in an automated manufacturing system", IEEE Journal of Robotics and Automation, 1998, 4(4), pp. 397-402.
2. B. Khoshnevis, and Q. Chen, "Integration of Process Planning and Scheduling Functions", Journal of Intelligent Manufacturing, 1990, 1, pp. 165-176.
3. K. Bhaskaaran, "Process plan selection", International Journal of Production Research, 1990, 28(8), pp. 1527-1539.
4. P. Brandimarte, and M. Calderini, "A heuristic bi-criterion approach to integrated process plan selection and job shop scheduling", International Journal of Production Research, 1995, 33, pp. 161-181
5. H. C. Zhang, and S. Millur, "An integrated model of process planning and production scheduling", International Journal of Computer Integrated Manufacturing, 1994, 7(6), pp. 356-364.
6. H. K. Tonshoff, U. Beckendorff, and N. Andres, "Flex plan - a concept for intelligent process planning and scheduling", Proceedings of the CIRP International Workshop on Computer Aided Process Planning, Hanover University, Germany, 1989.
7. H. C. Zhang, and M. E. Mechant, "IPPM- A prototype to integrate process planning and job shop scheduling functions", Annals of the CIRP, 1993, 42(1), pp. 513-518.
8. M. K. Tiwari, and N. K. Vidyarthi, "An integrated approach to solving the process plan selection problem in an automated manufacturing system", International Journal of Production Research, 1998, 36(8), pp. 2167-2184.
9. R. Rai, S. Kameshwaran, and M. K. Tiwari, "Machining-tool selection and operation allocation in FMS: solving a fuzzy goal- programming model using a genetic algorithm", International Journal of Production Research, 2002, 40(3), pp. 641-665
10. th ICPR International Conference, 2000.
11. S. L. Hankins, R. A. Wysk, and K. R. Fox, "Using a CATS database for alternative machine loading", Journal of Manufacturing Systems, 1984, 3, pp. 115-120
12. R. Kolisch, and K. Hess, "Efficient methods for scheduling make-to-order assemblies under resource assembly area and part availability constraints", International journal of production research, 2000, 38, pp. 207-228
13. G. J. Palmer, "A simulated annealing approach to integrated production scheduling", Journal of Intelligent Manufacturing, 1996, 7 (3), pp. 163-176.
14. F. Zhang, Y. F. Zhang, and A. Y. C. Nee, "Using genetic algorithm in process planning for job shop machining", IEEE transactions of evolutionary computation, 1997, 1(4), pp. 278-288.
15. R. Kumar, M. K. Tiwari, and R. Shankar, "Scheduling of Flexible Manufacturing Systems: An Ant colony Optimization Approach", Journal of Engineering Manufacture-Proceedings of Institution of Mechanical Engineers Part B, 2003, 217, pp. 1443-1453.
16. H. C. Zhang, And S. H. Huang, A fuzzy approach to process plans selection. International journal of production research, 1994, 32 (6), pp. 1265-1279
17. L. N. De Castro, and F. J. Von Zuben, "aiNet: An Artificial Immune Network for Data Analysis", In Data Mining: A Heuristic approach Hussein A. Abbass, Ruhul A. Sarker, and Charles S. Newton (Eds.) Idea Group Publishing, USA, 2001, pp. 1-37.
18. Kwan Woo Kim, Mitsuo Gen, Genji Yamazaki, "Hybrid genetic algorithm with fuzzy logic for resource-constrained project scheduling", Applied Soft Computing, 2003, 2/3F, pp. 174-188
19. N. Nasr, and A. Elsayed, "Job shop scheduling with alternative machines". International Journal of Production Research, 1990, 28, pp. 1595-1609.
20. E. Horowitz, and S. Shani, "Fundamentals of data structures in pascal", Rockville, MD: Computer Science Press, 1984
21. Melanie Mitchell, An Introduction To Genetic Algorithms, Complex Adaptive Series, MIT Press Cambridge, MA, USA, 1996
22. M. H. Hassoun, Fundamentals of Artificial Neural Networks, IEEE Transactions on Information Theory, 1996, 42(4), pp. 1322-1324.
23. Jae Yun Kim , Yeongho Kim and Yeo Keun Kim, An Endosymbiotic Evolutionary Algorithm for Optimization, Applied Intelligence, 2001, 15(2), pp. 117-130
24. Marco Dorigo, Gianni Di Caro, Ant Colony Optimization: A New Meta Heuristic, IEEE, 1999, pp. 1470-1477.
25. L. N. De Castro, and F. J. Von Zuben, "Artificial Immune Systems: Part I - Basic Theory and Applications, (Tech. Rep. - RT DCA 01/99). Campinas", SP: State University of Campinas, Brazil. 1999a, [On-Line] htp://ftp.dca.fee.unicamp.br/pub/docs/vonzuben/trdca/trdca0199.pdf
26. L. N. De Castro, and F. J. Von Zuben, "An Improving Pruning Technique with Restart for the Kohonen Self-Organizing Feature Map", In Proceedings of International Joint Conference on Neural Networks, Washington D.C., USA, 1999b, 3, pp. 1916-1919
27. C. Moon, C. S. Jeong, and Y. H. Lee, "Advanced Planning and Scheduling with outsourcing in manufacturing supply chain", Computers and Industrial Engineering. 2002, 43, pp. 351-374