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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems Vol.16 No.3
- 발행연도
- 2017.9
- 수록면
- 363 - 374 (12page)
- DOI
- 10.7232/iems.2017.16.3.363
이용수
초록· 키워드
오류제보하기
For the business environment under purchase dependence that characterizes customer purchase patterns observed in such areas as marketing, manufacturing systems, and distribution systems, this paper proposes a new approximate approach to calculate the order fill rate, probability of filling an entire customer order immediately from the shelf. The new approximate approach divides customer orders into item orders and calculates fill rates of all order types to approximate the order fill rate. In order to avoid the curse of dimensionality and prevent the solution from diverging for the large instances, we develop the greed iterative search algorithm (GISA) based on the Gauss-Seidel method. Through the computational analysis that compares the GISA with the simulation, we demonstrate that the GISA is a dependable algorithm to derive the stationary joint distribution of on-hand inventories in the type-K pure system. In addition, we present some managerial insights.
목차
ABSTRACT
1. INTRODUCTION
2. LITERATURE REVIEW
3. MODEL FORMULATION
4. GREEDY ITERATIVE SEARCH ALGORITHM
5. COMPUTATIONAL ANALYSIS
6. CONCLUSION
REFERENCES
참고문헌 (29)
참고문헌 신청
Athappilly, K., Razi, M. A., and Tarn, J. M. (2010), A multi-technique data mining approach to exploring consumer behaviors, Human Systems Management, 29(3), 153-163.
Benjaafar, S. and EI Hafsi, M. (2006), Production and inventory control of a single product assemble-toorder system with multiple customer classes, Management Science, 52(12), 1896-1912.
Dayanik, S., Song, J. S., and Xu, S. H. (2003), The effectiveness of several performance bounds for capacitated production, partial-order-service, assemble-toorder systems, Manufacturing & Service Operations Management, 5(3), 230-251.
Gao, C., Shen, H., and Cheng, T. C. E. (2010), Orderfulfillment performance analysis of an assemble-toorder system with unreliable machines, International Journal of Production Economics, 126(2), 341-349.
Gunawardena, A. D., Jain, S. K., and Snyder, L. (1991), Modified iterative methods for consistent linear systems, Linear Algebra and its Applications, 154-156, 123-143.
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