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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems 제14권 제1호
- 발행연도
- 2015.3
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- 1 - 10 (10page)
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In this paper, we consider multi-item inventory management. When managing a multi-item inventory, we coordinate replenishment orders of items supplied by the same supplier. The associated problem is called the joint replenishment problem (JRP). One often-used approach to the JRP is to apply a can-order policy. Under a can-order policy, some items are re-ordered when their inventory level drops to or below their re-order level, and any other item with an inventory level at or below its can-order level can be included in this order. In the present paper, we propose a method for finding the optimal parameter of a can-order policy, the can-order level, for each item in a lost-sales model. The main objectives in our model are minimizing the number of ordering, inventory, and shortage (i.e., lost-sales) respectively, compared with the conventional JRP, in which the objective is to minimize total cost. In order to solve this multi-objective optimization problem, we apply a genetic algorithm. In a numerical experiment using actual shipment data, we simulate the proposed model and compare the results with those of other methods.
목차
ABSTRACT
1. INTRODUCTION
2. PROBLEM FORMULATION
3. IMPLEMENTATION OF GENETIC ALGORITHM (GA)
4. EXPERIMENT AND RESULTS
5. CONCLUSIONS
REFERENCES
참고문헌 (26)
참고문헌 신청
1. [학술지(정기간행물)] - Amaya, C. A. / 2013 / A heuristic framework based on linear programming to solve the constrained joint replenishment problem(C-JRP) / International Journal of Production Economics 144 : 243 ~ 247
2. [학술지(정기간행물)] - Andre, J. / 2001 / An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization / Advances in engineering software 32 : 49 ~ 60
3. [학술지(정기간행물)] - Atkins, D. R. / 1988 / Periodic versus ‘can-order’ policies for coordinated multi-item inventory systems / Management Science 34 : 791 ~ 796
4. [학술지(정기간행물)] - Balintfy, J. L. / 1964 / On a basic class of multi-item inventory problems / Management Science 10 : 287 ~ 297
5. [학술지(정기간행물)] - Chan, L. M. A. / 2002 / Effective zero-inventory-ordering policies for the single-warehouse multi retailer problem with piecewise linear cost structures / Management Science 48 : 1446 ~ 1460
2. [학술지(정기간행물)] - Andre, J. / 2001 / An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization / Advances in engineering software 32 : 49 ~ 60
3. [학술지(정기간행물)] - Atkins, D. R. / 1988 / Periodic versus ‘can-order’ policies for coordinated multi-item inventory systems / Management Science 34 : 791 ~ 796
4. [학술지(정기간행물)] - Balintfy, J. L. / 1964 / On a basic class of multi-item inventory problems / Management Science 10 : 287 ~ 297
5. [학술지(정기간행물)] - Chan, L. M. A. / 2002 / Effective zero-inventory-ordering policies for the single-warehouse multi retailer problem with piecewise linear cost structures / Management Science 48 : 1446 ~ 1460
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UCI(KEPA) : I410-ECN-0101-2016-530-001312250