• Title/Summary/Keyword: inventory model

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A Genetic Algorithm for Integrated Inventory and Routing Problems in Two-echelon VMI Supply Chains (2단계 VMI 공급사슬에서 통합 재고/차량경로 문제를 위한 유전알고리듬 해법)

  • Park, Yang-Byung;Park, Hae-Soo
    • Journal of Korean Institute of Industrial Engineers
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    • v.34 no.3
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    • pp.362-372
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    • 2008
  • Manufacturers, or vendors, and their customers continue to adopt vendor-managed inventory(VMI) program to improve supply chain performance through collaboration achieved by consolidating replenishment responsibility upstream with vendors. In this paper, we construct a mixed integer linear programming model and propose a genetic algorithm for the integrated inventory and routing problems with lost sales maximizing the total profit in the VMI supply chains which comprise of a single manufacturer and multi-retailer. The proposed GA is compared with the mathematical model on the various sized test problems with respect to the solution quality and computation time. As a result, the GA demonstrates the capability of reaching solutions that are very close to those obtained by the mathematical model for small problems and stay within 3.2% from those obtained by the mathematical model for larger problems, with a much shorter computation time. Finally, we investigate the effects of the cost and operation variables on the total profit of the problem as well as the GA performance through the sensitivity analyses.

Single Manufacturer and Multiple Retailers Multi-Product Inventory Model under Cap-and-Trade Mechanism (배출권거래제 하에서 단일 제조업자-다소매업자의 공급사슬에서 다품목의 재고모형)

  • Kim, Dae-Hong
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.1
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    • pp.158-166
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    • 2019
  • In pursuing carbon emission reduction efforts, companies have focused for the most part on reducing emissions due to the more efficient equipment and facilities. However they overlook a significant source of carbon emissions, one that is driven by operational policies. Currently companies are looking for solutions to reduce carbon emissions associated with their operations. Operational adjustments, such as modifications in order quantities could an effective way in reducing carbon emissions in the supply chain. Also, Cap-and-Trade mechanism is generally accepted as on of the most effective market-based mechanism to reduce carbon emissions. In this paper, we investigate a supply chain with single manufacturer and multiple retailers multi-product inventory model under the cap-and-trade system incorporating the carbon emissions caused by transportation and warehousing activities. Also, we provide an iterative solution algorithm and derive the common order interval and the number of intervals for each product. We show by numerical example that the inventory model incorporating cap & trade mechanism can reduce total cost and carbon emissions compared to the classical inventory model. Using the numerical examples, we also investigates different carbon price on the performance of the inventory model.

An (s, S) spare-part inventory model with general leadtime (일반적인 조달기간을 갖는 (s, S) 예비품 재고 모형)

  • 박원재;박영택
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1996.04a
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    • pp.285-288
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    • 1996
  • This paper deals with an (s, S) spare-part inventory model with general leadtime. In the model, if the inventory level falls to a reorder point s, a replenishment order quantity Q is ordered. Assumming that the number of operating units is one and the lifetime of a unit follows an exponential distribution, we derive the expected cost rate and suggest a procedure to obtain the optimal pair of (s, S) minimizing the cost rate.

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An Order Level Inventory Model for Deteriorating Items with Power Pattern Demand

  • Hwang, Hark;Ree, Paek
    • Journal of the Korean Operations Research and Management Science Society
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    • v.5 no.1
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    • pp.53-59
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    • 1980
  • An order level inventory model is developed for deteriorating items. The demand during prescribed scheduling period is constant and deterministic in which the demand follows power pattern. Deterioration is assumed to be a constant fraction of the on hand inventory. The expression for the optimal order level is developed and an example is given to illustrate the model.

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Inventory Model with Partial Backorders

  • Park Kyung S.
    • Journal of the military operations research society of Korea
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    • v.9 no.1
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    • pp.69-74
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    • 1983
  • This article presents a deterministic inventory model for situations in which, during the stockout period, a fraction ${\beta}$ of the demand is backordered and the remaining fraction $1-{\beta}$ is lost. By defining a time proportional backorder cost and a fixed penalty cost per unit lost, a convex objective function representing the average annual cost of operating the inventory system is obtained. The optimal operating policy variables are calculated directly. At the extremes ${\beta}\;=\;1$ and ${\beta}\;=\;0$ the model presented reduces to the usual backorders and lost sales case, respectively.

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Optimal Inventory Policy in Beer Distribution Game (Beer Distribution Game에서의 최적 재고정책)

  • 조면식;김현수
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.24 no.65
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    • pp.11-22
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    • 2001
  • Recently, many studies on the supply chain management have been published due to increasing attention placed on the design and performance analysis of the supply chain as a whole. Using the Beer distribution game introduced in Sterman[1995], we develop a simple order-up-to-R inventory model to minimize sum of the inventory holding cost and shortage cost under probabilistic demand. We show that performance of the model is robust through extensive simulation experiment. Applying the model to serially connected supply chain, we observe that, if the unit shortage cost is relatively high, R value computed independently is an optimal solution.

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Inventory Investment and Business Cycle: Asymmetric Dynamics of Inventory Investment over the Business Cycle Phases (재고투자와 경기변동: 재고투자 동학의 경기국면별 비대칭성)

  • Seo, Byeongseon;Jang, Keunho
    • Economic Analysis
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    • v.24 no.3
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    • pp.1-36
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    • 2018
  • When it comes to explaining the relationship between inventory investment and business fluctuations, the production smoothing theory and the stock-out avoidance theory take contradictory stances. Decision-making related to inventory investments of corporations is thought to be influenced by both motives, but the relative sizes or directions of their respective influences can differ depending upon the phase of the business cycle. Against this backdrop, this paper differs from existing studies in that it theoretically tests the relative significances of the production smoothing and stock-out avoidance motives in the inventory investment dynamics, while placing its analytical focus on determining the existence and patterns of the asymmetric dynamics of inventory investment over the business cycle phases. To this end this paper sets up a non-linear model that is expanded from the existing linear inventory investment model, and checks whether its predictive power is better than that of the existing model. The results of analysis confirm the nature of the asymmetric dynamics of inventory investment over the business cycle phases. A stock-out avoidance motive appears but there is no significant production smoothing motive in boom times. In downturns, in contrast, the stock-out avoidance motive is insignificant, but a quality of asymmetric dynamics in which changes in inventory cause the deepening of recessions, due to the non-convexity of production costs proposed by Ramey (1991), is detected. This paper confirms that a model considering the asymmetric dynamics of inventory investment can have better predictive power than one that does not consider it, through within-sample and out-of-sample predictions and various predictive power tests. These research results are expected to be useful for economic forecasting, through their enhancement of the understandings of the inventory investment dynamics and of the nature of its business cycle destabilization.

A study on a single production inventory model with decaying items (진부화 제품의 단일 생산 재고 모델에 관한 연구)

  • 소재영;윤덕균
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1995.04a
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    • pp.476-486
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    • 1995
  • In this paper, an attempt has been made to revise Raafat' s(1985) results on an inventory model for decaying raw materials and the finished product at a constant rate which was based on Goyal's integrated inventory model for a single product system. This paper is concerned with scheduling the frequencies of order quantity of several different raw materials on a production inventory model. The purpose of this paper is to present a simple method of deciding the frequencies of order quantity of raw materials, in the sense of minimizing the average total cost of the system. We describe on iterative procedure for directly determining near optimal frequencies of order quantity for the raw materials and the associated fundamental cycle time which can be used for constructing the production duration of the finished product. In cases where feasible schedules cannot be constructed using the values from the iterative procedure, the procedure provides a basis for changing the order quantity frequencies and the fundamental cycle time to obtain feasible schedules. An example is given to illustrate the derived results.

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System Dynamics Inventory Model with Imperfect Inspection and Reverse Logistics (품질검사의 불완전성과 회수물류를 고려한 시스템 다이나믹스 재고 모형)

  • Yu, Seung-Ho;Park, Myeong-Seop
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.11a
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    • pp.391-402
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    • 2006
  • Most previous studies considering inventory models for imperfect quality assumed that defective items could be completely detected by inspection and fixed before delivery to customers. This makes it difficult to adopt their research results to practice. This study reduces the assumption of perfect inspection, and presents an inventory model considering reverse logistics caused by imperfect inspection. System dynamics model is used to describe complex and dynamic problem and to show the effect of imperfect inspection on profit by simulation. Then, this article provides a guideline for the inspection policy which provides the maximum profit.

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Integrated Model of Inventory and Waiting Time in EV Battery Switching Stations (배터리 교체식 전기차의 배터리 재고-차량 대기시간 통합모형)

  • Seo, Yong Won
    • Journal of the Korean Operations Research and Management Science Society
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    • v.37 no.4
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    • pp.51-65
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    • 2012
  • Battery switching EVs are considered to be a promising alternative to overcome long charging time problems in the EV adoption. The purpose of this research is to develop integrated model for battery inventory and battery switching waiting times. Due to complexity of exact analysis, a practical approximation method is developed, which provides close results to exact values. Numerical experiments show that there exist trade-offs between the battery inventory level and the number of switching stations. The proposed model can be applied to evaluate and select the minimum cost alternative in implementing the battery switching stations.