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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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This paper suggests an efficient cooperative coevolutionary algorithm(CCEA) consisting of five populations of chromosomes to solve the multi-stage supply chain network design problem. The mathematical model is described. The problem is broken down into five subproblems. For each subproblem, a population of chromosomes is created and each chromosome is represented as a permutation of integers. For each chromosome in a population, a decoding method is suggested to get a partial solution to the corresponding subproblem. Then the procedure of combining all chromosomes from each of the five populations to achieve a feasible solution is suggested. Both the method of deciding the collaborator of a population and the method of combining it with other collaborators is designed to evaluate the suitability of a given chromosome. An experimental study is carried out. The results show that our CCEA generates better performance than the previous CCEA for larger problems and that the difference in performance between two algorithms tends to get larger.
목차
1. 서론
2. 수리 모형
3. CCEA의 설계
4. 실험
5. 결론
참고문헌
참고문헌 (18)
참고문헌 신청
1. [학술지(정기간행물)] - 한용호 / 2009 / 2 단계 수송문제에 대한 협력적 공진화 알고리즘 기반의 혁신적 해법 / 산업혁신연구 25 (4) : 227 ~ 251
5. [학술지(정기간행물)] - Altiparmak, Fulya / 2006 / A Genetic Algorithm Approach for Multiobjective Optimization of Supply Chain Networks / Computers & Industrial Engineering 51 : 196 ~ 215
6. [단행본] - De Jong, K / 2006 / Evolutionary Computation: A Unified Approach / MIT Press
7. [학술지(정기간행물)] - Dogan, K. / 1999 / A Primal Decomposition Method for the Integrated Design of Multi-Period Production-Distribution Systems / IIE Transactions 31 : 1027 ~ 1036
8. [학술지(정기간행물)] - Gen, M. / 2006 / A Genetic Algorithm for Two-Stage Transportation Problem Using Priority-Based Encoding / OR Spectrum 28 : 337 ~ 354
5. [학술지(정기간행물)] - Altiparmak, Fulya / 2006 / A Genetic Algorithm Approach for Multiobjective Optimization of Supply Chain Networks / Computers & Industrial Engineering 51 : 196 ~ 215
6. [단행본] - De Jong, K / 2006 / Evolutionary Computation: A Unified Approach / MIT Press
7. [학술지(정기간행물)] - Dogan, K. / 1999 / A Primal Decomposition Method for the Integrated Design of Multi-Period Production-Distribution Systems / IIE Transactions 31 : 1027 ~ 1036
8. [학술지(정기간행물)] - Gen, M. / 2006 / A Genetic Algorithm for Two-Stage Transportation Problem Using Priority-Based Encoding / OR Spectrum 28 : 337 ~ 354
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UCI(KEPA) : I410-ECN-0101-2015-320-001155379