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A decomposition strategy for multicriteria optimization with application to machine tool design 多准则优化分解策略及其在机床设计中的应用
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90102-N
J. Montusiewicz, A. Osyczka

In this paper a novel decomposition strategy for multicriteria optimization of large-scale systems is presented. The strategy has a heuristic character and contains four stages. The first stage is to optimize the overall system with respect to basic decision variables. The second stage is to optimize all subsystems which are considered separately. Interaction between subsystems and between the first and second stages are treated as coordination variables. The third stage is to optimize the overall system with respect to coordination variables. The final stage is to select the Pareto optimal set of solutions and to make final decision. An application of the strategy for designing machine tool spindle systems with hydrostatic bearings is presented.

本文提出了一种新的大系统多准则优化分解策略。该策略具有启发式特征,包含四个阶段。第一阶段是根据基本决策变量对整个系统进行优化。第二阶段是对单独考虑的所有子系统进行优化。子系统之间、第一阶段和第二阶段之间的相互作用被视为协调变量。第三阶段是根据协调变量对整个系统进行优化。最后阶段是选择Pareto最优解集并做出最终决策。介绍了该策略在带静压轴承的机床主轴系统设计中的应用。
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引用次数: 19
Decision support system for production control: Multiple criteria decision making in practice 生产控制决策支持系统:实践中的多准则决策
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90104-P
András Pór, János Stahl, József Temesi

This paper presents a development of decision support systems for solving scheduling problems. It consists of two parts — the first describing the production processes which can be handled by the system and the second describing how the system works.

本文介绍了解决调度问题的决策支持系统的发展。它由两部分组成——第一部分描述了系统可以处理的生产过程,第二部分描述了系统如何工作。
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引用次数: 9
Multi-objective, multi-period planning for a manufacturing plant 制造工厂的多目标、多周期规划
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90095-Y
T. Trzaskalik

This paper aims at introducing a formalized description of work in an industrial enterprise and using it for laying out optimal multi-period economic plans. In that description basic input and output variables, relations and connections with environment, all important technological dependencies and decision functions can be taken into consideration.

Industrial enterprises differ, for instance in size, assortment of production etc. We want to derive a solution useful for varied types of enterprises and that is why we introduce the concept of the manufacturing plant.

A new interactive hierarchical dynamic programming technique, briefly described in the paper, is applied to the solution of the problem. An example problem is formulated and solved with the following objectives taken into consideration: (i) minimization of utilization of deficit materials, (ii) maximization of production size, and (iii) maximization of profits.

We consider multi-objective, multi-period planning in the manufacturing plant as a deterministic problem.

本文旨在引入工业企业工作的形式化描述,并用它来制定最优的多期经济计划。在这种描述中,可以考虑到基本的输入和输出变量、与环境的关系和联系、所有重要的技术依赖和决策功能。工业企业的差别,例如在规模、生产种类等方面。我们希望推导出一种适用于各种类型企业的解决方案,这就是我们引入制造工厂概念的原因。本文简要介绍了一种新的交互式分层动态规划技术,用于解决这一问题。在考虑以下目标的情况下,制定并解决了一个示例问题:(i)最小化亏损材料的利用率,(ii)最大化生产规模,(iii)最大化利润。我们把制造工厂的多目标、多周期规划看作是一个确定性问题。
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引用次数: 11
Diary of events 事件日记
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90108-T
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引用次数: 0
Multicriteria design of ceramic piston crown 陶瓷活塞冠的多准则设计
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90101-M
Juhani Koski, Risto Silvennoinen

Multicriteria shape optimization of a ceramic piston crown used in a medium speed diesel engine is considered in this article. The special features of ceramic materials, which suggest a different structural design approach for ceramics than for other materials, are explained. The basic ideas and equations of the finite element method (FEM) in the linearly elastic case are presented because the optimization and decision-making processes are closely connected with the numerical analysis of structures. A two parametric Weibull distribution is applied to the strength test results in order to assess the reliability of a ceramic component. Its complement, the probability of failure, is chosen as one criterion to be minimized. Another competing criterion is the material volume which usually is the only optimized quantity in structural optimization. Finally, a bicriteria problem for the piston crown is formulated in detail by using the locations of the control nodes, which by B-splines determine the shape of the crown, as the design variables. The technical background of the piston design problem is briefly discussed and some Pareto optimal shapes have been generated for the decision-maker.

本文研究了中速柴油机陶瓷活塞顶的多准则形状优化问题。解释了陶瓷材料的特殊特性,这表明陶瓷的结构设计方法与其他材料不同。由于结构的优化和决策过程与结构的数值分析密切相关,提出了线弹性情况下有限元法的基本思想和基本方程。为了评估陶瓷构件的可靠性,对强度试验结果采用了双参数威布尔分布。它的补充,即失效概率,被选为最小化的一个准则。另一个竞争标准是材料体积,这通常是结构优化中唯一的优化量。最后,以控制节点的位置为设计变量,通过b样条曲线确定活塞凸冠的形状,详细推导了活塞凸冠的双准则问题。简要讨论了活塞设计问题的技术背景,并为决策者生成了一些帕累托最优形状。
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引用次数: 4
Decision criteria on the branch-and-bound method for optimal single-level lot sizing with backlogging 考虑积压的最优单级批量的分支定界法决策准则
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90098-3
Yih-Chearng Shiue

Branches are used to represent decisions that can be taken during a particular period. A simple branch-and-bound procedure is presented that can be applied to single-item, single-level lot-sizing with back ordering under the conditions of variant holding, ordering, and shortage costs on a period-by-period basis. At the beginning of the procedure there are no stocks, then, three possible decisions can occur in any period. Yet, with some simple decision criteria, the rule can be simplified and presented as a decision tree in an easy form. The simplified algorithm is also shown in this paper with PASCAL language written modules.

分支用于表示在特定时期可以采取的决策。提出了一种简单的分支定界方法,可用于在不同持有、订货和缺货成本逐期变化的条件下,单产品、单级分批分批问题。在程序开始时没有股票,那么,三种可能的决定可以在任何时期发生。然而,使用一些简单的决策标准,可以简化规则并以简单的形式表示为决策树。文中还给出了用PASCAL语言编写的简化算法模块。
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引用次数: 1
Chance constrained quality control 机会约束质量控制
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90100-V
David L. Olson

Consideration of quality implicitly introduces the need to adjust inputs in order to obtain desired output. Output evaluation must consider quality as well as cost. Real decisions may involve other objectives as well. Production problems often involve a dynamic situation where the relationship between cost and quality must be experimentally developed. The proposed method is to use regression as a means of identifying input-output relationships, to include variance. A chance constrained multiobjective model can be developed, and decision maker preference incorporated through interactive analysis. Through application of the proposed method, efficient solutions providing as much quality as desired at minimum cost are capable of identification.

Past applications in the area are discussed, as are data collection, modeling, and solution procedures. A number of multiobjective concepts are reviewed in light of the chance constrained model. Constrained techniques are considered more appropriate than weighting techniques for this class of problem. The abilities of currently available solution techniques to support multiobjective analysis for this class of problems are also discussed.

对质量的考虑隐含地引入了调整投入以获得期望产出的需要。产出评价不仅要考虑成本,还要考虑质量。真正的决策也可能涉及其他目标。生产问题常常涉及一种动态的情况,在这种情况下,成本和质量之间的关系必须通过实验加以发展。提出的方法是使用回归作为识别投入产出关系的手段,以包括方差。通过交互分析,建立了机会约束的多目标模型,并结合了决策者偏好。通过应用所提出的方法,能够以最小的成本提供尽可能高的质量的有效解决方案。讨论了该领域过去的应用程序,以及数据收集、建模和解决方案过程。在机会约束模型的基础上,对多个多目标概念进行了评述。对于这类问题,约束技术被认为比加权技术更合适。本文还讨论了支持这类问题的多目标分析的现有解决技术的能力。
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引用次数: 2
Multiple criteria decision support system for production management 多标准生产管理决策支持系统
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90103-O
De-Shih Wu, Mario T. Tabucanon

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.

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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引用次数: 9
Productivity measurement through multi-criteria decision making 通过多标准决策来衡量生产力
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90099-4
Pradip K. Ray, S. Sahu

The selection of factors or variables constituting various performance criteria, such as productivity, effectiveness, efficiency, etc. is an important step in developing a performance/ productivity measurement system in an organisation, conceived essentially as multi-criteria decision making. The construction of the utility value function for variables on the basis of identification of a number of desirable outcomes and decision makers' preference leads to quantification of so called “intangibles”, measurement of these criteria in explicit terms, establishment of degree of relationships among them, and estimation of total performance of an organisation, manufacturing or service.

In this paper, four criteria of performance, viz., productivity, effectiveness, efficiency and quality of an organisation are defined in terms of specific outcomes the decision makers seek from them. The utility function of each variable is constructed by administering questionnaires on desirable outcomes to a group of managers/ supervisors in a division of an organisation. Significance of productivity in its ability to explain the changes of values of other performance criteria over time periods is tested, and explanations are provided. The relationship of a number of objectives of the division with the factor s of the recommended Overall System Performance Model is also explained.

选择构成各种绩效标准的因素或变量,如生产力、有效性、效率等,是在组织中开发绩效/生产力测量系统的重要步骤,本质上被认为是多标准决策。在确定一些理想结果和决策者偏好的基础上,为变量构建效用价值函数,导致所谓的“无形资产”的量化,以明确的方式测量这些标准,建立它们之间的关系程度,以及对组织,制造或服务的总绩效的估计。在本文中,绩效的四个标准,即生产力,有效性,效率和质量的组织是在具体的结果决策者寻求从他们定义。每个变量的效用函数是通过对组织的一个部门的一组经理/主管的理想结果管理问卷来构建的。测试了生产率在解释其他绩效标准值随时间变化的能力中的重要性,并提供了解释。该部门的一些目标与推荐的整体系统绩效模型的因素s之间的关系也被解释。
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引用次数: 23
Multiple criteria decision making in industrial project management 工业项目管理中的多准则决策
Pub Date : 1990-10-01 DOI: 10.1016/0167-188X(90)90106-R
W.K. Brauers

Project Management in entrepreneurial economics is mainly a uni-criterion decision making process viz. the consideration of Net Present Value or Internal Rate of Return. When an industrial project however is brought at the level of government it is no more a uni-criterion decision making process. Indeed at that moment, certainly in developing countries, a lot of criteria have to be fulfilled.

As succesful applications of MCDM in this field are scarce, we present a proposal which was accepted by a government of a developing country. The proposal could be generalized for some other projects and it will be shown how multiple criteria decision making was involved. It also will be shown how the calculations were made to fulfill the criteria.

Some cost-effectiveness studies however concern several competing projects. At that moment the problem of optimization of several non-transitive targets is posited.

创业经济学中的项目管理主要是一个单准则决策过程,即考虑净现值或内部收益率。然而,当一个工业项目被带到政府层面时,它不再是一个统一标准的决策过程。的确,在那个时候,在发展中国家,许多标准必须得到满足。由于MCDM在该领域的成功应用很少,我们提出了一个被发展中国家政府接受的建议。该建议可以推广到其他一些项目,并将显示如何涉及多个标准决策。它还将显示如何进行计算以满足标准。然而,一些成本效益研究涉及几个相互竞争的项目。此时提出了多个非传递目标的优化问题。
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引用次数: 7
期刊
Engineering Costs and Production Economics
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