An effective genetic algorithm approach to multiobjective routing problems (MORPs)

Applied Mathematics and Computation

Volumn 163, Issue 2, 2005, Pages 769-781

  Osman, M S ^a   Abo Sinna, M A ^b,c   Mousa, A A ^b  

^a High Technological Institute   (Egypt)

^b MENOUFIA UNIVERSITY   (Egypt)

^c NONE   (Egypt)

Author keywords

Dynamic programming; Genetic algorithm; Multiobjective optimization; Multiobjective routing problem

Indexed keywords

COMPUTER SIMULATION; DYNAMIC PROGRAMMING; FUNCTIONS; GENETIC ALGORITHMS; INFORMATION THEORY; NUMERICAL ANALYSIS;

MULTIOBJECTIVE OPTIMIZATION; MULTIOBJECTIVE ROUTING PROBLEMS (MORP); MULTIPLE OBJECTIVE DYNAMIC PROGRAMMING PROBLEMS (MODP);

PROBLEM SOLVING;

EID: 13544262348     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2003.10.058     Document Type: Article

References (14)

1. Abo-Sinna M.A. A multiobjective routing problem under fuzziness. Engineering Optimization. 23:1994;91-98
2. Gen M., Chfng R. Genetic Algorithms and Engineering Optimization. 2000;John Wiley & Sons, Inc., New York
3. Lee S.M., Abo-Sinna M.A., Osman M.S.A., Sarhan A.M. A dynamic programming approach for solving the routing problem. AMSE Review. 18(4):1991;47-56
4. Michalewicz Z., Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems. Evolutionary Computation. 4(1):1996;1-32
5. Z. Michalewicz, A survey of constraint handling techniques in evolutionary computation methods, Proceeding of the 4th Annual Conference on Evolutionary Programming, 1995, pp. 135-155
6. Michalewiz Z. Genetic Algorithms. + Data Structures=Evolution Programs third ed.:1996;Springer-Verlag
7. Murata T., Ishibuchi H., Tanaka H. Multiobjective genetic algorithm and its application to flowshop Scheduling. Computers and Industrial Engineering. 30(4):1996;957-968
8. Rao S.S. Optimization Theory And Application. 1991;Wiley Eastern Limited, New Delhi
9. Sancho N.G. A multi-objective routing problem. Engineering Optimization. 10:1986;71-76
10. Sniedovich M. A multi-objective routing problem revisited. Engineering Optimization. 13:1988;99-108
11. Srinivas N., Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms. Evolutionary Computation. 2(3):1999;221-248
12. Steuer R.E. Multiple Criteria Optimization: Theory, Computation, and Application. 1986;Wiley, New York
13. Taha H.A. Operation Research: An Introduction. sixth ed.:1992;Collier Macmillan, London, UK
14. G. Zhou, M. Gen, Evolutionary computation on multicriteria production process planning problem, Proceeding of the 1997 IEEE international Conference on Evolutionary Computation, 1997, pp. 419-424