• Title/Summary/Keyword: Utility theory

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Performance Analysis for Malicious Interference Avoidance of Backscatter Communications Based on Game Theory (게임이론 기반 백스케터 통신의 악의적인 간섭 회피를 위한 성능 분석)

  • Hong, Seung Gwan;Hwang, Yu Min;Sun, Young Khyu;Shin, Yoan;Kim, Dong In;Kim, Jin Young
    • Journal of Satellite, Information and Communications
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    • v.12 no.4
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    • pp.100-105
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    • 2017
  • In this paper, we study an interference avoidance scenario in the presence of a interferer which can rapidly observe the transmit power of backscatter communications and effectively interrupt backscatter signals. We consider a power control with a sub-channel allocation to avoid interference attacks and a power-splitting ratio for backscattering and RF energy harvesting in sensors. We formulate the problem based on a Stackelberg game theory and compute the optimal transmit power, power-splitting ratio, and sub-channel allocation parameter to maximize a utility function against the interferer. We propose the utility maximization using Lagrangian dual decomposition for the backscatter communications and the interferer to prove the existence of the Stackelberg equilibrium. Numerical results show that the proposed algorithms effectively maximize the utility, compared to that of the algorithm based on the Nash game, so as to overcome a malicious interference in backscatter communications.

Analysis Methodologies for Planning A Long-term Sustainable High-speed Rail Network using Multi-attribute Utility Theory (지속가능한 고속철도망 계획을 위한 분석방법론 연구: 다원-속성 효용이론을 이용하여)

  • Park, Jin-Kyung;Eom, Jin-Ki;Lee, Jun;Rho, Hak-Lae
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.1647-1656
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    • 2007
  • With the growing international consensus regarding sustainable development of transportation, the plan of transportation infrastructure needs to meet various requirements toward enhancing environmental conditions. Accordingly, the upcoming long-term plan of high-speed rail network has to be reflecting the sustainability of transportation systems. In this paper, we propose methodologies based on multi-attribute utility theory for determining priorities of sustainable high-speed rail investment. The proposed methodologies identify indicators for sustainable transportation systems such as economic, environmental, social, and transportation-related ones and then, explain the way how to evaluate the overall sustainability by comparing the relative importance among indicators. This will help transportation agencies to prioritize high-speed rail investment toward sustainable transportation systems.

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Development of Marine Environmental Composite Index (해양환경 종합지수의 개발)

  • Kwak, Seung-Jun;Yoo, Seung-Hoon;Chang, Jeong-In
    • Environmental and Resource Economics Review
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    • v.12 no.3
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    • pp.487-513
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    • 2003
  • Currently, development of environmental index has been an increasingly important issue to achieve sustainable development, providing critical information to policy-makers. In particular, marine environmental composite index for Korea is widely required to establish. This paper constructs a marine environmental composite index using the OECD pressure-state-response (PSR) framework and employing multi-attribute utility theory (MAUT). The PSR framework links human activities as a pressure to environmental state and policy response. Weights are calculated by the MAUT technique. The paper provides annual pressure, state, response indices, and state index by sea area from 1991 to 2001 in Korea. The implications of the results and application plan of the index are also discussed.

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A Factor Analysis of Motivation To Learn Among Korean Elementary School Children (한국 초등학생의 학습동기 요인 분석)

  • Jong-Jin Jeong
    • Korean Journal of Culture and Social Issue
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    • v.14 no.1_spc
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    • pp.167-186
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    • 2008
  • This study is to investigate, from the perspective of implicit theory, what elements influence children's motivation to learn and how their configurations are different according to different sexes. One analysis was based on answers to a motivation questionnaire by fourth to sixth graders from four different cities in South Korea. The subjects children were most highly motivated to learn were math and science for boys, and math and English for girls, respectively. Factors influencing the motivation were near 30 in number, including later happier life, joy of learning, parental rewards, pleasure of being informed, and meeting parental expectations, among others. Another analysis was an exploratory and confirmative factor analysis on motivation to learn among 856 fourth to sixth graders randomly sampled from 7 different cities all over South Korea. Factors revealed to contribute to the motivated learning here were five factors of utility, interest, recognition, knowledge acquisition(being informed), and expectancy sufficiency. There were some differences in the structure of factors between sexes; importance was given to five factors of utility, interest, recognition, knowledge acquisition, and expectancy sufficiency in descending order for boys, and six factors of interest, utility, rewards, recognition, expectancy sufficiency, and competition for girls.

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An Experimental Study on the Prospect Theory (전망이론에 관한 실험연구)

  • Guahk, Seyoung
    • Journal of Digital Convergence
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    • v.15 no.11
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    • pp.107-112
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    • 2017
  • This paper performed an experimental study to test the validity of the prospect theory proposed by Tversky and Kahneman as an alternative to the expected utility theory. 115 college students attended the hypothetical games to choose one of two lotteries, one is safe option while the other one is risky. The risky options were set up to have low, medium or high probability of payoffs or losses. The amount of payoffs and losses of the lotteries was either large or small. Maximum likelihood estimation of the hypothetical games have shown that in case of high probability of positive payoffs the respondents were risk averse and when the probability of positive payoffs were small the respondents were risk loving. when the possibility of loss is high they were risk loving, while the probability is of loss is low the respondents were found to be risk averse. When the probability of risky options were medium the results were significant statistically in case of only losses. The amount of positive payoff or losses does not affect the results. Overall the results of this experiments support the prospect theory more than those of Laury & Holts (2008).

Transformation of Mass Function and Joint Mass Function for Evidence Theory

  • Suh, Doug. Y.;Esogbue, Augustine O.
    • Journal of the Korean Institute of Intelligent Systems
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    • v.1 no.2
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    • pp.16-34
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    • 1991
  • It has been widely accepted that expert systems must reason from multiple sources of information that is to some degree evidential - uncertain, imprecise, and occasionally inaccurate - called evidential information. Evidence theory (Dempster/Shafet theory) provides one of the most general framework for representing evidential information compared to its alternatives such as Bayesian theory or fuzzy set theory. Many expert system applications require evidence to be specified in the continuous domain - such as time, distance, or sensor measurements. However, the existing evidence theory does not provide an effective approach for dealing with evidence about continuous variables. As an extension to Strat's pioneeiring work, this paper provides a new combination rule, a new method for mass function transffrmation, and a new method for rendering joint mass fuctions which are of great utility in evidence theory in the continuous domain.

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A study on the perspective of relationship between Confucianism and Taoism of Yuan-hong & Ge-hong (원굉(袁宏)과 갈홍(葛洪)의 유도(儒道)관계론 연구)

  • Lee, Jin-yong
    • The Journal of Korean Philosophical History
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    • no.27
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    • pp.293-326
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    • 2009
  • Confucianism and Taoism is the most representative schools in the Chinese philosophy. Through getting down to earth, they not only solved the social problem, but also accomplished a complete ideological system of their own philosophy. While examining closely the history of Chinese philosophy, some philosophers paid attention to the relationship between Confucianism and Taoism, and they will unite the different ideological system. Xuanxue(玄學) in the Wei-jin dynasty, typically, carried their research on the relationship between naturalness(自然) and Confucian ethical code(名敎). Against these theory, the scholars of Dongjin(東晋) dynasty tended to maintain the forming philosophical ideology of the relationship between naturalness(自然) and Confucian ethical code(名敎). Furthermore, they directly discussed the relationship between Confucianism and Taoism. This thesis is about a philosophical study of Yuan-hong and Ge-hong who was the typical scholar of the relationship between Confucianism and Taoism in the Donjin dynasty. Yuan-hong emphasized the utility and value of the Confucian ethical code, and he tried to find a basis of Confucian ethical code. Thus, he succeeded to the theory of the relationship between naturalness and Confucian ethical code, he at last advanced a new theory about the relationship between Confucianism and Taoism, which is called 'Taoist foundation Confucian utility(道本儒用)'. Ge-hong, from the point of view of the Taoist, accomplished the perspective on the relationship between Confucianism and Taoism, which is called 'Taoist foundation Confucian branch(道本儒末)'. Yuan-hong and Ge-hong, from the view of the relationship between foundation and utility & branch, advanced the new theory about the relationship between Confucianism and Taoism. In addition, we can correctly estimate their contribution to the development of the Chinese philosophy.

An Agent-based Negotiation with Multi-issue in E-Commerce (전자상거래에서 멀티 이슈 기반의 에이전트 협상 방법)

  • Zhang Xiao-Xuan;Jo Geun-Sik
    • Proceedings of the Korea Information Processing Society Conference
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    • 2006.05a
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    • pp.311-314
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    • 2006
  • Our paper proposes an agent based automated negotiation model. The agents can perform an integrative negotiation with multi-issue in a one-to-many way. The negotiation protocol follows the offer-counteroffer principal, and an adapted offer generation strategy. With the utility theory, agent could evaluate the offers and determine the following actions. In order to yield a top-quality deal and shorten the negotiation period, agents propose multiple offers, which consist of a particular combination of issue values and lave the identical utility with the given utility. The experiment shows that the model ensures the participants could reach a better agreement in a short time.

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Utility-based Power Control Routing Mechanism for Energy-aware Optimization in Mobile Ad Hoc Networks

  • Min Chan-Ho;Kim Sehun
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.10a
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    • pp.349-352
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    • 2004
  • In this paper, we propose a newly energy-efficient routing protocol, which is called Maximum Utility Routing(MUR), in mobile ad hoc networks (MANETs) so as to investigate the minimum energy and maximum lifetimes issues together. We present a utility-based framework so as to meet various incompatible constraints simultaneously and fairly. To explore this issue, we use the concepts and mathematics of microeconomics and game theory. Though simulation results, we show that our routing scheme has much better performance especially in terms of network efficiency, network lifetime, and average power consumption.

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Evaluation of a Load Serving Entity Revenue in the Real Time Pricing Considering Customer's Utility (소비자 효용을 고려한 실시간 요금제의 Load Serving Entity 수익 설계 방안)

  • Noh, Jun-Woo;Kim, Mun-Kyeom;Kim, Do-Han;Yoo, Tae-Hyun;Park, Jong-Keun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.2
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    • pp.266-272
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    • 2011
  • Real Time Pricing(RTP) is used not only to stabilize the price volatility in electricity market, but to hedge the price risk for Load Serving Entity(LSE). This paper presents an efficient method to reduce the risk of the price volatility in real-time electricity market. For designing the RTP, load patterns of customer are calculated by applying the demand elasticity and customer's utility is also analyzed to compute the RTP revenue through the risk-attribute of the LSE. In the end, the distribution of the LSE's profits can be evaluated to lead the optimal RTP value, depending on the level of customer's participation. Results from the case study based on PJM data are reported to illustrate the proposed method.