Multiple criteria decision support system for production management

De-Shih Wu, Mario T. Tabucanon
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引用次数: 9

Abstract

A microcomputer-based decision support system (DSS) is developed to help the managers of medium-scale firms make decisions when faced with rapidly changing market conditions and to strengthen their production management problem-solving abilities. The system, designed for production management, includes three basic units: (i) the database, an information resource; (ii) the model base, a solution technique; and (iii) the interactive dialogue, a decision making procedure.

The database subsystem integrates the advantages of using a structure database to convert manual operations to computerized operations and provides up-to-date information. The model base subsystem is designed to minimize the inventory cost by considering two objectives. A heuristic procedure is also introduced to solve the large scale bicriterion integer programming model when used in a real production environment. The man-machine interactive dialogue is designed to allow communication with the system in an easily learned and approachable manner. The entire DSS is based on the practical operations of a medium-scale export commodity producer.

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多标准生产管理决策支持系统
为了帮助中型企业的管理者在面对快速变化的市场条件时做出决策,提高他们解决生产管理问题的能力,开发了一种基于微机的决策支持系统。该系统是为生产管理而设计的,包括三个基本单元:(i)数据库,一种信息资源;(ii)模型库,求解技术;(三)互动对话,一个决策程序。数据库子系统集成了使用结构化数据库将手工操作转换为计算机操作的优点,并提供最新的信息。模型库子系统通过考虑两个目标来实现库存成本的最小化。在实际生产环境中,提出了一种求解大规模双准则整数规划模型的启发式方法。人机交互对话的目的是让与系统的通信在一个容易学习和易接近的方式。整个DSS是基于一个中等规模的出口商品生产商的实际操作。
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