A Study on Inventory Policy of Mining Relationships among Inventory Items

矿业库存品关系的库存政策研究

• 批准号: 21510148
• 负责人: KAKU Ikou
• 金额: $ 3万
• 依托单位: Akita Prefectural University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (C)
• 财政年份: 2009
• 资助国家: 日本
• 起止时间: 2009 至 2011
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-21510148/
• 关键词: 経営工学(在庫管理); 生産・在庫管理; データマイニング; ソフトコンピューティング; 学際研究; 在庫管理; 多品目; 関連性; 関連規則; データベース; ロース・ルール; タイムウインド

This study investigates real states and treatments of inventory items among them there may are relationships. Then inventory policies involving these relationships are considered. Following contributions are achieved in our researches:(1) Set up original data bases for our further researches(2) By using the framework of support-confidence, new concept of classification of inventory items is developed. New algorithm and comparison experiment had been made to show the utility and performance of our algorithm(3) We also estimated the cost when lost sales are occurred. Several models including partial and complete backorder based on the new cost function are presented.(4) Other inventory control and production planning problem, especially on multilevel lot sizing problem are investigated. A lot of journal papers are presented on the research.

本研究考察了库存物品的真实状态和处理方式，它们之间可能存在着一定的关系。然后考虑涉及这些关系的库存策略。(1)为进一步的研究建立了原始数据库；(2)利用支持度-置信度框架，提出了库存物品分类的新概念。通过新算法和对比实验，验证了该算法的实用性和有效性。(3)对发生销售损失时的成本进行了估算。提出了基于新成本函数的部分和完全缺货模型。(4)研究了其他库存控制和生产计划问题，特别是多层批量问题。这项研究发表了大量的期刊论文。

项目成果

A new approach of inventory classification based on loss profit

一种基于损益的存货分类新方法

• DOI: 10.1016/j.eswa.2011.01.127
• 发表时间: 2011-08
• 期刊: Expert Systems with Applications 38 (2011)
• 作者: Zhang Ren-qian;Xiao Yi-yong;Kaku Ikou
• 通讯作者: Kaku Ikou

A reduced variable neighborhood search algorithm for uncapacitated multilevel lot-sizing problems

• DOI: 10.1016/j.ejor.2011.04.015
• 发表时间: 2011-10
• 期刊: Eur. J. Oper. Res.
• 作者: Yiyong Xiao;I. Kaku;Qiuhong Zhao;R. Zhang

A Quantitative Approach for Estimating the Opportunity Cost with Cross-Selling

估算交叉销售机会成本的定量方法

• 期刊: International Journal of Services Sciences
• 作者: 张人千

トレンド効果を考慮した安全在庫管理の大偏差統計的解析

考虑趋势效应的安全库存管理大偏差统计分析

• 发表时间: 2011
• 期刊: 日本経営工学会論文誌
• 作者: 新里隆;郭偉宏
• 通讯作者: 郭偉宏

A comparison of particle swarm optimizations for uncapacitated multilevel lot-sizing problems

无能力多级批量问题的粒子群优化比较

• 发表时间: 2010
• 期刊: 日本経営工学会論文誌
• 作者: Yi Han;Jiafu Tang;郭偉宏;Nico Dellaert;Jianhu Cai and Gengui Zhou
• 通讯作者: Jianhu Cai and Gengui Zhou