集成软件工具,在个人计算机上开发多标准支持系统

Angela Dixon, R. Sharda
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引用次数: 0

摘要

多准则决策支持系统是优化系统和决策支持系统(DSS)之间的一个特殊交叉。优化系统为给定问题提供单一的“最佳”解决方案,而决策支持系统为决策者提供可供考虑的备选方案。然而,多准则决策支持系统(MCDSS)结合了两者的特点:问题是通过优化技术解决的,但由于它们的多准则性质,它们产生一组解决方案,而不是单一的最优解决方案;它们通过在解决方案集中提供供决策者考虑的备选解决方案来提供决策支持系统(CDSS)的灵活性。在HCDSS中,最优的定义成为使决策者的效用最大化以获得满意的决策(tionts, 1987)。多标准决策支持系统(CMCDSS)需要与传统决策支持系统相同类型的软件支持:管理问题数据的方法;解决问题的方法;一种与决策者互动的方法;以及显示结果的方法。但是,除此之外,hcdss还需要一种或多种优化技术来解决特定问题,以及用于生成候选解决方案或一组候选解决方案的多个标准模型。在一些系统中,用户指定用于解决问题的优化技术,而在其他系统中,模型和解决技术可能是预先指定的。本文提出了一种通用的HCDSS设计体系结构,描述了MCDSS的主要模块及其相互关系。介绍了利用该体系结构在微机上建立的原型模型。WCDSS,称为妥协编程决策支持系统CCPDSS),是用FORTRAN编写的,与R:Base 5000关系数据库系统,R:Base PI程序接口子程序包和IBM图形开发工具包子程序包接口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integration of software tools in developing a multiple criteria support system on a personal computer
Multiple Criteria Decision Support Systems are a special cross betueen optimization systems and Decision Support Systems (DSS). Optimization systems produce a single, ‘best’ solution to a given problem while Decision Support Systems offer alternative scenarios for consideration of a decision maker. However, Multiple Criteria Decision Support Systems (MCDSS) combine the features of both: the problems are solved by optimization techniques, but due to their multiple criteria nature, they generate a set of solutions, rather than a single, optimal solution; and they provide the flexibility of a Decision Support System CDSS) by offering alternative solutions within the solution set for the decision maker’s consideration. In HCDSS, the definition of optimal becomes a decision that maximizes a decision maker’s utility for satisfaction (tionts, 1987). Multiple criteria decision support systems CMCDSS) require the same types of software support as do traditional decision support systems: a method of managing problem data; a method of solving the problem; a method of interacting with the decision maker; and a method of displaying results. But, in addition, HCDSSs require one or more optimization techniques for solving the particular problem, plus multiple criteria models for generating a candidate solution or a set of candidate solutions. In some systems, the user specifies the optimization techniques to use for solving the problem, uhile in others, the models and solution techniques may be prespecified. In this paper a general HCDSS design architecture is proposed which describes the main modules of a MCDSS and their inter-relationship. A prototype model uhich was on a microcomputer using the architecture is described. The WCDSS, called Compromise Programing Decision Support System CCPDSS), was written in FORTRAN interfaced with R:Base 5000 relational data base system, R:Base PI program interface subroutine package, and IBM Graphics Development Toolkit subroutine package.
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