지원사업
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 Vol.20 No.4
- 발행연도
- 2021.12
- 수록면
- 629 - 636 (8page)
- DOI
- 10.7232/iems.2021.20.4.629
이용수
초록· 키워드
오류제보하기
Over the last three decades, the integrated optimization approach to logistics systems has become one of the most important aspects of supply chain management optimization. This approach simultaneously examines the relationships between facility locations, supplier / customer allocation to facilities, transportation route structure, and inventory planning and control. One of the most important issues in logistics decisions is location-routing. In this case, the number and location of facilities, the size of the transport fleet, and the structure of the routes are determined according to the location and characteristics of suppliers and customers. In this paper, a mathematical model of the problem with consideration of product decay time constraints and solving with efficient meta-heuristic methods based on ant colony optimization (ACO) and particle swarm optimization (PSO) is presented. The comparison of the results of the two algorithms shows that the ant colony optimization (ACO) is faster in terms of convergence rate and the number of solution iterations is less than the particle swarm algorithm.
목차
ABSTRACT
1. INTRODUCTION
2. LITERATURE REVIEW
3. MATHEMATICAL MODELING
4. DATA ANALYSIS & RESEARCH FINDINGS
5. CONCLUSION
REFERENCES
참고문헌 (15)
참고문헌 신청
Agrawal, A. / 2014 / Managing raw material in supply chains / European Journal of Operational Research 239(3):685~698
Alumur, S. / 2007 / A new model for the hazardous waste location-routing problem / Computers & Operations Research 34(5):1406~1423
Behnke, M. / 2020 / A column generation approach for an emission-oriented vehicle routing problem on a multigraph / European Journal of Operational Research 288(3):794~809
Dwivedi, A. / 2020 / Meta-heuristic algorithms for solving the sustainable agro-food grain supply chain network design problem / Modern Supply Chain Research and Applications 2(3):161~177
Fatehi Kivi, A. / 2021 / Solving a multi-item supply chain network problem by three metaheuristic algorithms / Journal of Optimization in Industrial Engineering 14(2):145~151
Alumur, S. / 2007 / A new model for the hazardous waste location-routing problem / Computers & Operations Research 34(5):1406~1423
Behnke, M. / 2020 / A column generation approach for an emission-oriented vehicle routing problem on a multigraph / European Journal of Operational Research 288(3):794~809
Dwivedi, A. / 2020 / Meta-heuristic algorithms for solving the sustainable agro-food grain supply chain network design problem / Modern Supply Chain Research and Applications 2(3):161~177
Fatehi Kivi, A. / 2021 / Solving a multi-item supply chain network problem by three metaheuristic algorithms / Journal of Optimization in Industrial Engineering 14(2):145~151
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