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An Approximation Approach for A Multi-Product Continuous Review Inventory Problem with Budget Constraint

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주제분류산업공학

초록

Most approaches for continuous review inventory problem need tables for loss function and cumulative standard normal distribution. Furthermore, it is time-consuming to calculate order quantity (Q) and reorder point (r) iteratively until required values are converged. The purpose of this paper is to develop a direct method to get the solution without any tables. We used approximation approaches for loss function and cumulative standard normal distribution. The proposed method can get the solution directly without any iterative procedure for Q, r and without any tables. The performance of the proposed approach is tested by using numerical examples. The budget constraint of this paper assumes that purchasing costs are paid at the time an order is arrived. This constraint can be easily replaced by capacity constraint or budget constraint in which purchasing costs are paid at the time an order is placed.

Abstract

Most approaches for continuous review inventory problem need tables for loss function and cumulative standard normal distribution. Furthermore, it is time-consuming to calculate order quantity (Q) and reorder point (r) iteratively until required values are converged. The purpose of this paper is to develop a direct method to get the solution without any tables. We used approximation approaches for loss function and cumulative standard normal distribution. The proposed method can get the solution directly without any iterative procedure for Q, r and without any tables. The performance of the proposed approach is tested by using numerical examples. The budget constraint of this paper assumes that purchasing costs are paid at the time an order is arrived. This constraint can be easily replaced by capacity constraint or budget constraint in which purchasing costs are paid at the time an order is placed.

참고문헌 (12)

  1. Abdel-Malek, L. L., "A quadratic programming approach to the multi-product newsvendor problem with side constraint", European Journal of Operational Research, 176, pp.1607~1619 (2007)
  2. Bagby, R. J., "Calculating Normal Probabilities", Amer. Math. Monthly, 102, pp.46~49 (1995)
  3. Byrkett, D. L., "An Empirical Evaluation of Further Approximations to An Approximate Continuous Review Inventory Model", Naval Research Logistics Quarterly, 28, pp.169~180 (1981)
  4. Das C., "Some Adis for Lot-Size Inventory Control under Normal Lead Time Demand", AIEE Transactions, 7, pp.77~79 (1975)
  5. Das C., "On the Solution of Some Approximate Continuous Review Inventory Models", Naval Research Logistics Quarterly, 32, pp.301~313 (1985)
  6. Ghalebsaz-Jeddi, B., "A multi-product continuous review inventory system with stochastic demand, backorders, and a budget constraint", European Journal of Operational Research, 158, pp.456~469 (2004)
  7. Herron, D. P., "Inventory Management for Minimum Cost", Management Science, 14, pp.219~235 (1967)
  8. Johnson, A., "Operations Research in Production Planning, Scheduling, and Inventory Control", WileyNew York (1974)
  9. Moon, I., "The multi-item newsvendor problem with a budget constraint and fixed ordering costs", Journal of the Operational Research Society, 51, pp.602~608 (2000)
  10. Patel, J. K., "Handbook of the Normal Distribution" (1982)
  11. Wang, T. Y., "An inventory control system for products with optional components under service level and budget constraints", European Journal of Operational Research, 189, pp.41~58 (2008)
  12. "Normal Distribution Function"[URL]

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