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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems 제14권 제1호
- 발행연도
- 2015.3
- 수록면
- 11 - 21 (11page)
이용수
초록· 키워드
오류제보하기
The purpose of this research is to develop algorithms using the Differential Evolution Algorithm (DE) to solve a multi-objective, sources and stages location-allocation problem. The development process starts from the design of a standard DE, then modifies the recombination process of the DE in order improve the efficiency of the standard DE. The modified algorithm is called modified DE. The proposed algorithms have been tested with one real case study (large size problem) and 2 randomly selected data sets (small and medium size problems). The computational results show that the modified DE gives better solutions and uses less computational time than the standard DE. The proposed heuristics can find solutions 0 to 3.56% different from the optimal solution in small test instances, while differences are 1.4-3.5% higher than that of the lower bound generated by optimization software in medium and large test instances, while using more than 99% less computational time than the optimization software.
목차
ABSTRACT
1. INTRODUCTION
2. LITERATURE REVIEW
3. THE PROBLEM STATEMENT
4. THE PROPOSED HEURISTICS
5. THE COMPUTATIONAL RESULTS
6. CONCLUSIONS
REFERENCES
참고문헌 (14)
참고문헌 신청
1. [학술지(정기간행물)] - Buddadee, B. / 2008 / The development of multi-objective optimization model for excess bagasse utilization : A case study for Thailand / Environmental Impact Assessment Review 28 (6) : 380 ~ 391
2. [학술지(정기간행물)] - Buddadee, B. / 2009 / Environmental system optimization of excess bagassse utilization for sugar mills in the Northeastern of Thailand / Thai Environmental Engineering Journal 24 (2) : 1 ~ 13
3. [학술지(정기간행물)] - Caballero, R. M. / 2007 / Solving a multiobjective location routing problem with a metaheuristic based on tabu search: application to a real case in Andalusia / Eur. J. Oper. Res. 177 : 1751 ~ 1763
4. [학술지(정기간행물)] - Doerner, K. F. / 2009 / Multi-criteria location planning for public facilities in tsunami-prone coastal areas / OR Spectrum 31 (3) : 651 ~ 678
5. [학술지(정기간행물)] - Doerner, K. / 2007 / Multicriteria tour planning for mobile healthcare facilities in a developing country / Eur. J. Oper. Res. 179 : 1078 ~ 1096
2. [학술지(정기간행물)] - Buddadee, B. / 2009 / Environmental system optimization of excess bagassse utilization for sugar mills in the Northeastern of Thailand / Thai Environmental Engineering Journal 24 (2) : 1 ~ 13
3. [학술지(정기간행물)] - Caballero, R. M. / 2007 / Solving a multiobjective location routing problem with a metaheuristic based on tabu search: application to a real case in Andalusia / Eur. J. Oper. Res. 177 : 1751 ~ 1763
4. [학술지(정기간행물)] - Doerner, K. F. / 2009 / Multi-criteria location planning for public facilities in tsunami-prone coastal areas / OR Spectrum 31 (3) : 651 ~ 678
5. [학술지(정기간행물)] - Doerner, K. / 2007 / Multicriteria tour planning for mobile healthcare facilities in a developing country / Eur. J. Oper. Res. 179 : 1078 ~ 1096
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UCI(KEPA) : I410-ECN-0101-2016-530-001312265