• 제목/요약/키워드: dynamic decision making

검색결과 264건 처리시간 0.026초

다단계 생산로트크기 결정문제의 분석과 단순화 방법 (A Methodology for Analysis and Simplification of Multi-level Dynamic Production Lot Sizing Problems)

  • 김갑환;박순오
    • 한국경영과학회지
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    • 제24권4호
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    • pp.13-26
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    • 1999
  • When we try to design a production planning system for a manufacturing company, it is a time consuming task to analyze various planning activities and identify inter-relationship among a lot of decisions made for the production planning. Most of the research efforts have been concentrated to well-organized independent decision-making problems that may usually be identified only after analyzing the characteristics of the decision-making process as a whole. In this paper, a methodology is suggested to characterize the whole process of the production planning for a manufacturing company and reduce the complexity of decision-making problems. The methodology is based on an experience of developing a production planning software for an automobile component manufacturer in korea. First, it is explained how to identify and represent the dependency among various decision-making variables. And a methodology is proposed to analyze the identified dependency among decision variables and identify decision-making process. Lastly, a practical example is provided to illustrate the analysis procedure in this paper.

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Dynamic System Modeling for Closed Loop Supply Chains System

  • Wadhwa, Subhash;Madaan, Jitendra
    • Industrial Engineering and Management Systems
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    • 제7권1호
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    • pp.78-89
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    • 2008
  • The need for holistic modeling efforts for returns that capture the extended closed loop supply chain (CLSC) system at strategic as well as operational level has been clearly recognized by the industry and academia. Strategic decision-makers need comprehensive models that can guide them in efficient decision-making to increase the profitability of the entire forward and return chain. Therefore, determination of a near optimal design configuration, which includes the environmental, economical and technological capability factors, is important in strategic decision-making effort that affect the profitability of the closed loop supply chain. In this paper, we adopted an improved system dynamics methodology to tackle strategic issues that affect various performance measures, like market, time/cost, environment etc., for closed loop supply chains. After studying real life implementation issues in CLSC design, we presented guidelines for the PBM (Participative Business Modeling) methodology and presented its extension for the strategic dynamic system modeling of return chains. Finally, we demonstrated the measurement of operational performance by extending SD (system dynamic) application to closed loop supply chain management.

A SIMULATION APPROACH TO CONSTRUCTION MANAGEMENT EDUCATION

  • Muhammad Imran Ghatala ;Sang-Hoon Lee ;Lingguang Song
    • 국제학술발표논문집
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    • The 1th International Conference on Construction Engineering and Project Management
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    • pp.962-967
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    • 2005
  • Construction management requires decision-making skills. Main approaches to training construction management students are: (1) analyzing sample situations involving decision-making; and (2) teaching logical decision-making procedures. The absence of 'pressure' factors in these approaches has significant impacts on the success of the training. The approaches also lack 'dynamic' effects that help create a spontaneous plan for construction projects where unforeseen changes and interruptions may occur. To minimize the adverse effects of the existing approaches, this paper proposes a framework for developing a web-based training system. The application is delivered as a game involving decision-making on the student's part in response to developments at the job-site, and where one student competes against another in an attempt to simulate a real-world scenario.

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도서관경영에 있어서 의사결정시스템에 관한 연구 (A study on decision making system in library management with an analysis on the case study of university library in Seoul)

  • 이우범
    • 한국문헌정보학회지
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    • 제20권
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    • pp.163-222
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    • 1991
  • This dissertation are studying the conceptual structure of decision making situation in libraries, by analyzing the library function, decision makings of library and then seeking economic and efficient alternative decision making by programming the· decision making situations, and finally, introducing how to apply management information system or decision making support system. For this purpose, in order to analyzing necessary factors for the decision making system, the questionnaire used Lickert method were distributed to 400 librarians of 36 universities in Seoul by means of mail. 193 librarians, $48\%$ of the questionnaire, are returned are studied by using 'SYSTAT' statistical software to figure out the factors of the decision making system. This dissertation was put six hypotheses and tested with the returned questionnaire. The following five result can be asserted. First, to the higher degree of the librarians' participation in the important library decision makings, the quality of formal library services are improved regardless of seniority of the work. Secondly, the t-test results show that all of t-test scores of seniority of the work, educational background, and responsibilities of the work are exceeding significant level and perception of decision making was proved to be different depending on seniority of the work, educational background, and responsibilities of the work in libraries. Thirdly, as the results of factor af factor analysis, the encouragement on participation in the library academic activities, the extent to get useful information about performances of library and the improvements of library works were grouped by similar posibilities of distribution and therfore the academic activities, the collection of information and the improvement of library performances is proved to be interrelational each other. Fourthly, the fifth hypothesis of the close relationship between the decision making situation and types of advisor by it was more or less interrelational, but their relationship was not seen some significancies. Lastly, as the dynamic organization of library management forming a special commitee or a project team with librarian can improve the extent and quality of the librarian's participation in the decision making of library works, and thus library will become to performance more rational and effective library management.

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유비쿼터스 환경에서 다중 동적 의사결정지원시스템(UMD-DSS) : 비구조적 문제 중심으로 (Multi-dynamic Decision Support System for Multi Decision Problems for Highly Ill.structured Problem in Ubiquitous Computing)

  • 이현정;이건창
    • 지능정보연구
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    • 제14권2호
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    • pp.83-102
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    • 2008
  • 본 연구에서는 무선 네트워크 접속기능을 갖춘 유비쿼터스 컴퓨팅 환경에서의 다중 동적 의사결정지원시스템(Multi-Dynamic Decision Support System in Ubiquitous Computing; UMD-DSS)을 제안한다. 즉 유비쿼터스 컴퓨터환경에서의 의사결정은 다수의 유동 참여자들이 시시각각 변화하는 정보를 기반으로 의사결정자들 개인의 목적과 참여된 집단의 목적을 동시에 만족하는 의사결정을 지원한다. 이를 위해 본 연구에서 제안하는 의사결정지원시스템은 혼합형구조를 이룬다. 개별 의사결정자들의 의사결정을 지원하는 분산형 의사결정지원시스템과 의사결정자가 속한 집단의 목적함수를 최대화를 지원하는 중앙집중형 의사결정 시스템이 혼합된 혼합형 의사결정지원시스템을 제안한다. 혼합형 의사결정지원시스템의 기본 구조는 의사결정에 참여하는 개별에이전트들로부터 인식된 상황정보를 이용한 의사결정프로세스를 관리하는 의사결정프로세서, 다중 에이전트들을 관리하는 다중 에이전트 프로세서 및 의사결정을 위해 필요한 지식을 관리하는 지능적 지식관리 프로세서로 구성된다. 유비쿼터스 컴퓨터 환경에서의 의사결정은 시간과 공간의 제약을 받지 않으며 다중 유동의사결정자의 의사결정을 동시에 할 수 있고, 이러한 의사결정이 의사결정자가 속한 집단의 목적함수를 최대화 할 수 있도록 해야 한다. 이에 적합한 비구조적인 문제인 유풀필먼트(u-Fulfillment)의 특징은 다음과 같다. 의사결정에 참여하는 유동 의사결정자가 다수이며 시시각각으로 변하는 문제에 즉각적인 대응이 요구되고 단기간의 공유된 정보를 활용하여 의미 있는 의사 결정이 요구되는 특징이 있다. 따라서 본 연구에서는 유풀필먼트(u-Fulfillment)를 본 연구의 활용 대상으로 하여 유비쿼터스 다중 동적 의사결정지원시스템을 제안한다.

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공리적 설계를 이용한 기술가치평가방법의 선정 (Technology Valuation Method Selection using Axiomatic Design)

  • 문병근;조규갑
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2003년도 제22회 동계학술발표회 논문집
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    • pp.191-199
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    • 2003
  • It is critical to select an appropriate technology valuation method when the characteristics of a technology and valuation environment are variable. To ensure high quality decision making when selecting a technology valuation method, it is necessary to understand the principles of a good technology valuation method, and define and apply a decision making theory for selecting an optimal method. The authors propose that Axiomatic Design Principles can be applied as a decision making theory. In order to apply Axiomatic Design for this problem, this paper describes four domains(customer, functional, physical, and process domain) and four axioms(independence, information, cost, time axiom) for the decision making process for the optimal technology valuation method. The result of this study will contribute flexibility to the dynamic technology valuation process.

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지식경영의 동태적 가치사슬 모형 구축 (Dynamic Value Chain Modeling of Knowledge Management)

  • 이영찬
    • 한국정보시스템학회지:정보시스템연구
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    • 제17권3호
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    • pp.205-233
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    • 2008
  • This study suggests the dynamic value chain model, that will be able to not only show changing processes to organization's significant capital by integrating an individual, implicit, and explicit knowledge which affect organizational decision making, but also distinguish the key driver for raising organizational competitive power because it makes possible to analyze sensitivity of performance along with decision making alternatives and policy changes from dynamic view by connecting knowledge management capability, knowledge management activity, and relations with organizational performance with specific strategic map. Recently, a lot of organizations show interest in measuring and evaluating their performance synthetically. In organizations taking knowledge management, they introduce effective value chain model like a dynamic balanced scorecard (DBSC), and therefore they can reflect their knowledge management condition as well as show their changes by checking performance of established vision and strategy periodically. Furthermore, they can ask for their inner members' understanding and participation by communicating with and inspiring their members with awareness that members are one of their group, present a base of benchmarking, and offer significant information for later decision making. The BSC has been a successful framework for measuring an organization's performance in various perspectives through translating an organization's vision and strategy into an interrelated set of key performance indicators and specific actions. The BSC, while having significant strengths over traditional performance measurement methods, however, has its own limitations, due to its static nature, such as overlooking two-way causation between performance indicators and neglecting the impact of delayed feedback flowing from the adoption of new strategies or policy changes. To overcome these limitations, this study employs SD, a methodology for understanding complex systems where dynamic feedback among the interrelated system components significantly impact on the system outcomes. The SD simulation model in the form of DBSC would serve as a useful strategic teaming tool for facilitating an organization's communication process through various scenario analyses as well as predicting the dynamic behavior pattern of their key performance measures over a future time frame. For the demonstration purpose, this study applied the DBSC model to Prototype of Korea manufacturing and service firm.

다종 S/W 적용에 의한 선형계획법 연구 (An Applied Technique of Linear Programming Using Multi-Softwares)

  • 한계섭
    • 한국정보시스템학회지:정보시스템연구
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    • 제5권
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    • pp.21-41
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    • 1996
  • Linear programming has become an important tool in decision-making of modern business management. This remarkable growth can be traced to the pioneering efforts of many individuals and research organizations. The popular using of personal computers make it very easy to process those complicated linear programming models. Furthermore advanced linear programming software packages assist us to solve L.P. models without any difficult process. Even though the advanced L.P. professional packages, the needs of more detailed deterministic elements for business decisions have forced us to apply dynamic approaches for more resonable solutions. For the purpose of these problems applying to the "Mathematica" packages which is composed of mathematic tools, the simplex processes show us the flexible and dynamic decision elements included to any other professional linear programming tools. Especially we need proper dynamic variables to analyze the shadow prices step by step. And applying SAS(Statistical Analysis System) packages to the L.P. problems, it is also one of the best way to get good solution. On the way trying to the other L.P. packages which are prepared for Spreadsheets i.e., MS-Excel, Lotus-123, Quatro etc. can be applied to linear programming models. But they are not so much useful for the problems. Calculating simplex tableau is an important method to interpret L.P. format for the optimal solution. In this paper we find out that the more detailed and efficient techniques to interpret useful software of mathematica and SAS for business decision making of linear programming. So it needs to apply more dynamic technique of using of Mathematica and SAS multiple software to get more efficient deterministic factors for the sophiscated L.P. solutions.

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Behavior Decision Model Based on Emotion and Dynamic Personality

  • Yu, Chan-Woo;Choi, Jin-Young
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.101-106
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    • 2005
  • In this paper, we propose a behavior decision model for a robot, which is based on artificial emotion, various motivations and dynamic personality. Our goal is making a robot which can express its emotion human-like way. To achieve this goal, we applied several emotion and personality theories in psychology. Especially, we introduced the concept of dynamic personality model for a robot. Drawing on this concept, we could make a behavior decision model so that the emotion expression of the robot has adaptability to various environments through interactions between human and the robot.

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Empirical Approach for Evaluating or Upgrading EOP Strategies Using the Decision theory and Simulator

  • Kim, Sok-Chul;Lee, Duck-Hun;Kim, Hyun-Jang
    • 한국원자력학회:학술대회논문집
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    • 한국원자력학회 1998년도 춘계학술발표회논문집(1)
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    • pp.833-837
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    • 1998
  • This paper presents preliminary findings regarding a modeling framework under development for use in a multi-attribute decision model for advanced emergency operating procedures(EOPs). This model provides a means for optimal decision making strategy for advanced emergency operating procedures conceptualizing the dynamic coordination of responsibilities and information in the human system interactions with advanced reactor systems. For the purpose of evaluation of the applicability of this modeling framework, an empirical case study for a post-cooldown strategy during an steam generator tube rupture (SGTR) accident was carried out. As a result, it was found empirically that the multi-attribute decision model is a useful tool for establishing advanced EOPs that reduce the operator's cognitive and decision making burden during the accident mitigation process.

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