• Title/Summary/Keyword: Lost Item

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Applying Genetic Algorithm for Can-Order Policies in the Joint Replenishment Problem

  • Nagasawa, Keisuke;Irohara, Takashi;Matoba, Yosuke;Liu, Shuling
    • Industrial Engineering and Management Systems
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    • v.14 no.1
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    • pp.1-10
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    • 2015
  • 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.

Analysis of Multi-branch Inventory Distribution System for an Item with Low Level of Demand : Lost Sale Model (다지점으로 구성된 재고시스템의 최적화 분석 : 저수요, 유실판매 모형)

  • Yoon Seung Chul;Choi Young Sub
    • Proceedings of the Society of Korea Industrial and System Engineering Conference
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    • 2002.05a
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    • pp.349-357
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    • 2002
  • This research is basically deals with an inventory distribution system with several regional sales branches. Under the continuous review policy, each sales branch places an order to its supplier whenever on hand plus on order inventory falls on the order point, and the order quantity is received after elapsing a certain lead time. This research first shows the method how to apply the product with low lever of demand into the continuous review policy. For the application, we use an order level as the maximum level of inventory during an order cycle. Also we analyze the lost sales case as a customer behavior. Further we use variable demands and variable lead times for more realistic situation. Based on the above circumstances, the research mainly discusses those methods to decide the optimal order level, order point, and order quantity for each sales branch which guarantees the system wide goal level of service, while keeping the minimum level of the system wide total inventory.

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A Study on the Inventory Model with Partial Backorders under the Lead Time Uncertainty (조달기간(調達期間)이 불확실(不確實)한 상황하에서의 부분부(部分負) 재고모형(在庫模型)에 관한 연구(硏究))

  • Lee, Kang-Woo;Lee, Sang-Do
    • Journal of Korean Institute of Industrial Engineers
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    • v.17 no.1
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    • pp.51-58
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    • 1991
  • This paper presents a single-echelon, single item, stochastic lead time and static demand 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. In this situations, an objective function representing the average annual cost of inventory system is obtained by defining a time-proportional backorder cost and a fixed penalty cost per unit lost. The optimal operating policy variables minimizing the average annual cost are calculated iteratively. At the extremet ${\beta}=1$, the model presented reduces to the usual backorder case. A numerical example is solved to illustrate the algorithm developed.

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The (s, S) Policy for Production/Inventory Systems with Lost Sales (판매기회가 유실되는 생산/재고 시스템에서의 (s, S) 재고정책)

  • 이효성
    • Journal of the Korean Operations Research and Management Science Society
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    • v.16 no.1
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    • pp.13-34
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    • 1991
  • A production/inventory system is considered in which a production facility produces one type of product. The demand for the product is given by a compound Poison process and is supplied directly from inventory when inventory is available and is lost when inventory is out of stock. The processing time to produce one item is assumes to follow a general distribution. An (s, S) policy is considered in which production stops at the instant the stock on hand reachs S and the setup of the production facility begins at an inspection point when the stock on hand drops to or below s for the first time. The time interval between two successive inspection points during a non-production period is a random variable which follows a general distribution.

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Analysis of Multi-branch Inventory Distribution System for an Item with Low Level of Demand and Lost Sale Allowed (다지점으로 구성된 재고시스템의 최적화 분석 : 저수요, 유실판매 모형)

  • 윤승철;최영섭
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.25 no.3
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    • pp.78-84
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    • 2002
  • This research is basically deals with an inventory distribution system with several regional sides branches. Under the continuous review policy, each sales branch places an order to its supplier whenever on hand plus on order inventory falls on the order point, and the order quantity is received after elapsing a certain lead time. This research first shows the method how to apply the product with low lever of demand into the continuous review policy. For the application, we use an order level as the maximum level of inventory during an order cycle. Also we analyze the lost sales case as a customer behavior. Further we use variable demands and variable lead times for more realistic situation. Based on the above circumstances, the research mainly discusses those methods to decide the optimal order level, order point, and order quantity for each sales branch which guarantees the system wide goal level of service, while keeping the minimum level of the system wide total inventory.

Statistical analysis of material data (분실물 데이터에 대한 통계적 분석)

  • Hur Tai-sung;Boram ko
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.467-468
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    • 2023
  • 본 연구에서는 서울시의 공개 분실물 데이터를 활용하여 분실물 패턴과 트렌드를 분석하였다. 분석 방법으로는 분실물 등록일, 월별 분실물 조회수, 분실물 종류별 개수 등 다양한 관점에서 데이터를 접근하는 것이다. 분석 결과를 통해 분실물의 종류와 위치에 따른 분포, 분실물 발생 시기와 조회수 사이의 관계 등 여러 가지 통찰을 얻을 수 있었다. 이 결과는 분실물 관리와 예방에 대한 이해를 높이는 데 기여하며, 향후 이 분야의 연구에 더욱 심화된 관점을 제공할 것이다.

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Successful Localization of Intraoral Foreign Body with C-arm Fluoroscopy

  • Kang, Young-Hoon;Byun, June-Ho;Choi, Mun-Jeong;Park, Bong-Wook
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.36 no.5
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    • pp.219-223
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    • 2014
  • During surgical procedures, unexpected material, including surgical instruments and tissue segments, may get lost in the surgical field. Most of these should be immediately removed to prevent further complications, such as vital organ irritation, infection, and inflammatory pseudo-tumor formation. However, it is not always easy to define the exact location of the foreign body, especially if the item is very small and/or it is embedded in the soft tissue of the head and neck region. Intraoperative real-time radiological imaging with C-arm fluoroscopy can be useful to trace the three-dimensional location of small and embedded foreign bodies in the oral and maxillofacial area. We describe an unusual case of an embedded micro-screw in the intrinsic tongue muscle that had been dropped into the sublingual space during a lower alveolar bone graft procedure. The lost foreign body was accurately identified with C-arm fluoroscopy and safely removed without any further complications.

Partial Backordering Inventory Model under Purchase Dependence (구매 종속성을 고려한 부분 부재고 재고모형)

  • Park, Changkyu
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.1
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    • pp.83-100
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    • 2014
  • Retail shops often experience purchase dependence in which some items are purchased together by customers due to their unknown interior associations. This paper develops an inventory model considering partial backordering under purchase dependence and compares the performance of the inventory model that ignores purchase dependence. Computational analyses show that purchase dependence should be incorporated as an important factor of inventory replenishment policy because the impact of purchase dependence can be more significant as the lost portion of the unmet demand orders increases and the item set is more correlated in terms of order demand.

Development of the Smart Belt System for Preventing Loss of Items using Beacon

  • Kim, MyeongSeon;Joo, JinHyeon;Park, GeunDuk
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.8
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    • pp.9-14
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    • 2017
  • In this paper, we propose the smart belt system for preventing loss of items using Beacon. The proposed system monitors the distances of the registered items via the belt that is always worn. The belt determines the loss of the items by measuring the relative distance via RSSI (Received Signal Strength Indicator) value of the signals received from the BLE (Bluetoothl Low Energy) sensor, which is attached on the items such as bags and wallets. If the registered item is determined to be lost, the belt rings to remind the user of the loss. The missing status could be known to users through the smartphone application connected to the belt. The smartphone application communicates with the belt using Beacon, and provides users with a quick and easy way to check the status of their items.

Approximate Continuous Review Inventory Models with the Consideration of Purchase Dependence (구매종속성을 고려한 근사적 연속검토 재고모형)

  • Park, Changkyu;Seo, Junyong
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.38 no.4
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    • pp.98-108
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    • 2015
  • This paper introduces the existence of purchase dependence that was identified during the analysis of inventory operations practice at a sales agency of dealing with spare parts for ship engines and generators. Purchase dependence is an important factor in designing an inventory replenishment policy. However, it has remained mostly unaddressed. Purchase dependence is different from demand dependence. Purchase dependence deals with the purchase behavior of customers, whereas demand dependence deals with the relationship between item-demands. In order to deal with purchase dependence in inventory operations practice, this paper proposes (Q, r) models with the consideration of purchase dependence. Through a computer simulation experiment, this paper compares performance of the proposed (Q, r) models to that of a (Q, r) model ignoring purchase dependence. The simulation experiment is conducted for two cases : a case of using a lost sale cost and a case of using a service level. For a case of using a lost sale cost, this paper calculates an order quantity, Q and a reorder point, r using the iterative procedure. However, for a case of using a service level, it is not an easy task to find Q and r. The complexity stems from the interactions among inventory replenishment policies for items. Thus, this paper considers the genetic algorithm (GA) as an optimization method. The simulation results demonstrates that the proposed (Q, r) models incur less inventory operations cost (satisfies better service levels) than a (Q, r) model ignoring purchase dependence. As a result, the simulation results supports that it is important to consider purchase dependence in the inventory operations practice.