• 제목/요약/키워드: utility theory

검색결과 309건 처리시간 0.027초

다속성 효용이론을 이용한 다속성 지수의 개발 - 지역개발에 대한 의사결정을 중심으로 - (A Multi-attribute Index for Assessing Environmental Impacts of Regional Development Projects: A Case Study of Korea)

  • 곽승준;유승훈;신철오
    • 자원ㆍ환경경제연구
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    • 제10권3호
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    • pp.345-366
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    • 2001
  • Evaluating environmental impacts of regional development projects has critical importance in environmental management aspect. This paper uses multi-attribute utility theory as a basis for obtaining a value index to assess the environmental impacts and applies the theory to a specific Korean case study. To structure and quantify basic values for the assessment, we elicited important attributes, then refined and structured them into a hierarchy. An environmental multi-attribute index is constructed as a multi-attribute utility function, based on value judgments provided by a group of technical experts, policy makers, and a decision-maker at Korean Ministry of Environment. The implications of the results are also discussed. We found that the work and results can provide valuable insights for assessment of environmental consequences.

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의사결정이론을 이용한 박판성형공정의 최적화 (Optimization of Sheet Metal Forming Process by using Decision-Making Theory)

  • 김경모;인정제
    • 한국기계가공학회지
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    • 제11권2호
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    • pp.125-136
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    • 2012
  • Wrinkle and fracture are two major defects frequently found in the sheet metal forming process. In this process there are more than one design attributes to optimize and several uncontrollable factors which cannot be ignored in determining the optimal values of design variables. Therefore, attempts to reduce defects through a traditional optimization technique are often led to failures. In this research, a new design method for reducing the wrinkle and fracture under uncontrollable factors is presented by using decision-making theory. To avoid the psychological difficulties in determining the scaling constants of the multi-attribute utility function by using the ordinary lottery questions, a pair-wise comparison procedure is adapted to avoid this problem. The effectiveness of the proposed method is illustrated through a robust design of sheet metal forming process of a side member of an automotive body.

다속성 효용이론을 이용한 평가지표개발 - 원자력연구개발사업의 사후평가를 중심으로 - (A Multi-attribute Index for Evaluating of National Nuclear R&D Projects: A Case Study of Korea)

  • 곽승준;유승훈;김찬준
    • 한국기술혁신학회:학술대회논문집
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    • 한국기술혁신학회 2001년도 춘계학술대회:발표자료
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    • pp.389-408
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    • 2001
  • Evaluating the results of National Nuclear R&D projects has critical importance in nuclear management aspect. This paper uses multi-attribute utility theory as a basis for obtaining a value Index to assess the results of nuclear R&D projects and applies the theory to a specific Korean case study. To structure and quantify basic values for the . evaluation, we elicited important attributes, then refined and structured them into a hierarchy. A multi-attribute index is constructed as a multi-attribute utility function, based on value judgments provided by a group of technical experts, policy makers, and decision-makers. The implications of the results are also discussed. We found that the work and results can provide valuable insights for assessment of nuclear R&D consequences.

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노후인프라 자산관리를 위한 효용이론 적용 방안 (Application of Utility Theory for Asset Management of Deteriorated Infrastructure)

  • 차용운;박원영;박태일
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2021년도 봄 학술논문 발표대회
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    • pp.311-312
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    • 2021
  • As the number of deteriorated infrastructures increases, research on decision-making methods for efficient budget allocation is required. Thus, this study considered the application of utility theory for asset management of deteriorated infrastructure. In decision-making, methods that enable quantitative measurement were proposed, attributing the aging, economic feasibility, and ripple effects. This study is meaningful as a basic study of decision-making methods, and we will conduct research applied to case studies in the future.

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비선형 효용함수 기반의 다중경매 모형 : 시장 최적화를 위한 유전자 알고리즘 접근법 (A Double Auction Model based on Nonlinear Utility Functions : Genetic Algorithms Approach for Market Optimization)

  • 최진호;안현철
    • 한국경영과학회지
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    • 제33권1호
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    • pp.19-33
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    • 2008
  • In the previous double auction research for the market optimization, two basic assumptions are usually applied - (1) each trader has a linear or quasi-linear utility function of price and quantity, and (2) buyers as well as sellers have identical utility functions. However, in practice, each buyer and seller in a double auction market may have diverse utility functions for trading goods. Therefore, a flexible and integrated double auction mechanism that can integrate all traders' diverse utility functions is necessary. In particular, the flexible mechanism is more useful in a synchronous double auction because traders can properly change utilities in each round. Therefore, in this paper, we propose a flexible synchronous double auction mechanism in which traders can express diverse utility functions for the price and quantity of the goods, and optimal total market utility is guaranteed. In order to optimize the total market utility which consists of multiple complex utility functions of traders. We show the viability of the proposed mechanism through a several simulation experiments.

Uplinks Analysis and Optimization of Hybrid Vehicular Networks

  • Li, Shikuan;Li, Zipeng;Ge, Xiaohu;Li, Yonghui
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권2호
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    • pp.473-493
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    • 2019
  • 5G vehicular communication is one of key enablers in next generation intelligent transportation system (ITS), that require ultra-reliable and low latency communication (URLLC). To meet this requirement, a new hybrid vehicular network structure which supports both centralized network structure and distributed structure is proposed in this paper. Based on the proposed network structure, a new vehicular network utility model considering the latency and reliability in vehicular networks is developed based on Euclidean norm theory. Building on the Pareto improvement theory in economics, a vehicular network uplink optimization algorithm is proposed to optimize the uplink utility of vehicles on the roads. Simulation results show that the proposed scheme can significantly improve the uplink vehicular network utility in vehicular networks to meet the URLLC requirements.

소셜미디어 건강정보서비스에 대한 융합적 소비자선호도 분석방법 연구 (A Study on the Analysis of Consumer Convergence Preferences for Healthcare Information Service in Social Media)

  • 김경환
    • 한국융합학회논문지
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    • 제7권5호
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    • pp.181-188
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    • 2016
  • 본 연구는 소셜미디어와 건강정보서비스에 대한 소비자들의 융합적 선호를 분석함으로써 다양한 채널과 형태로 제공되고 있는 기존의 건강정보서비스에 대한 소비자들의 선호속성을 도출하고 이에 대한 평가를 객관화시킬 수 있는 분석방법을 발굴하는데 그 목적이 있다. 다속성 효용이론은 개별적 선호속성간의 상대적 선호도를 탐색하고, 이 결과를 바탕으로 대상 분야에 대한 소비자의 전체적 선호도를 파악하는 데 효율적인 방법이다. 우리는 미디어와 건강정보에 관련된 선행연구들로부터 도출된 최신성, 비용성, 유용성, 용이성과 신뢰성 등의 선호속성들이 실제로 건강정보서비스 이용의도에 영향을 미칠 수 있음을 실증하였고 이 속성들을 활용하여 각 소셜미디어들에 대한 효용을 계산함으로써 소비자들의 소셜미디어별 건강정보서비스에 대한 평가도 계량적으로 분석할 수 있었다. 다양한 서비스로 무장한 소셜미디어들이 속속 등장하고 있는 현실을 감안하면 소셜미디어를 활용한 다양한 서비스 시장을 객관적으로 판단하기 힘든 경우 본 연구에서 제안하고 있는 다속성 효용이론의 활용은 시장에 대한 분석에 상당한 도움을 줄 수 있을 것으로 판단된다.

A Double Auction Model based on Nonlinear Utility Functions;Genetic Algorithms Approach for Market Optimization

  • 최진호;안현철
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2007년도 추계학술대회
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    • pp.592-601
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    • 2007
  • In the conventional double auction approaches, two basic assumptions are usually applied - (1) each trader has a linear or quasi-linear utility function of price and quantity, (2) buyers as well as sellers have identical utility functions. However, in practice, these assumptions are unrealisitc. Therefore, a flexible and integrated double auction mechanism that can integrate all traders' diverse utility functions is necessary. We propose a double auction mechanism with resource allocation based on nonlinear utility functions, namely a flexible synchronous double auction system where each participant can express a diverse utility function on the price and quantity. In order to optimize the total market utility consists of multiple complex utility functions of traders, our study proposes a genetic algorithm (GA) We show the viability of the proposed mechanism through several simulation experiments.

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Knowledge Management Research Based on Social Network Theories: A Review with Future Directions

  • Tae Hun Kim
    • Asia pacific journal of information systems
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    • 제32권1호
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    • pp.168-190
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    • 2022
  • This review aims to synthesize social network theories by drawing on the importance of social network perspectives in understanding knowledge management with technology in organizations. I provide an overview of prior social network research with the following core ideas: the primacy of relations between organizational actors, the utility of actors' embeddedness in social fields, the social utility of network connections, and the structural patterning of social life. On top of that, I summarize critical social perspectives (the social capital theory, the structural hole theory, the embeddedness perspective, the social exchange theory, the organizational learning theory, and the innovation diffusion theory) to suggest potential research questions for future studies in social network research in the knowledge management discipline.

Maximal United Utility Degree Model for Fund Distributing in Higher School

  • Zhang, Xingfang;Meng, Guangwu
    • Industrial Engineering and Management Systems
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    • 제12권1호
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    • pp.36-40
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    • 2013
  • The paper discusses the problem of how to allocate the fund to a large number of individuals in a higher school so as to bring a higher utility return based on the theory of uncertain set. Suppose that experts can assign each invested individual a corresponding nondecreasing membership function on a close interval I according to its actual level and developmental foreground. The membership degree at the fund $x{\in}I$ is called utility degree from fund x, and product (minimum) of utility degrees of distributed funds for all invested individuals is called united utility degree from the fund. Based on the above concepts, we present an uncertain optimization model, called Maximal United Utility Degree (or Maximal Membership Degree) model for fund distribution. Furthermore, we use nondecreasing polygonal functions defined on close intervals to structure a mathematical maximal united utility degree model. Finally, we design a genetic algorithm to solve these models.