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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
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This paper addresses a network design problem in a supply chain system that involves locating both plants and distribution centers, and determining the best strategy for distributing products from the suppliers to the plants, from the plants to the distribution centers and from the distribution centers to the customers. This paper suggests a cooperative coevolutionary algorithm (CCEA) approach to solve the model. First, the problem is decomposed into three subproblems for each of which the chromosome population is created correspondingly. Each chromosome in each population is represented as a permutation denoting the priority. Then an algorithm generating a solution from the combined set of chromosomes from each population is suggested. Also an algorithm evaluating the performance of a solution is suggested. An experimental study is carried out. The results show that our CCEA tends to generate better solutions than the previous CCEA as the problem size gets larger and that the permutation representation for chromosome used here is better than other representation.
목차
Abstract
1. 서론
2. 수리 모형
3. CCEA의 설계
4. 실험
5. 결론
참고문헌
참고문헌 (23)
참고문헌 신청
1. [학술지(정기간행물)] - 한용호 / 2009 / 2 단계 수송문제에 대한 협력적 공진화 알고리즘 기반의 혁신적 해법 / 산업혁신연구 25 (4) : 227 ~ 251
4. [학술지(정기간행물)] - Altiparmak, F / 2006 / A Genetic Algorithm Approach for Multi-objective Optimization of Supply Chain Networks / Computers and Industrial Engineering 51 : 196 ~ 215
5. [학술대회논문] - De Jong, K.A / 1995 / Evolving Complex Structures via Cooperative Coevolution / Proceedings of the Fourth Annual Conference of Evolutionary Programming : 307 ~ 317
6. [단행본] - De Jong, K.A / 2006 / Evolutionary Computation： A Unified Approach / MIT Press
7. [보고서] - Deb, K / 2000 / A Fast and Elitist Multi-Objective Genetic Algorithm-NSGA-II
4. [학술지(정기간행물)] - Altiparmak, F / 2006 / A Genetic Algorithm Approach for Multi-objective Optimization of Supply Chain Networks / Computers and Industrial Engineering 51 : 196 ~ 215
5. [학술대회논문] - De Jong, K.A / 1995 / Evolving Complex Structures via Cooperative Coevolution / Proceedings of the Fourth Annual Conference of Evolutionary Programming : 307 ~ 317
6. [단행본] - De Jong, K.A / 2006 / Evolutionary Computation： A Unified Approach / MIT Press
7. [보고서] - Deb, K / 2000 / A Fast and Elitist Multi-Objective Genetic Algorithm-NSGA-II
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UCI(KEPA) : I410-ECN-0101-2013-325-003605997