• 제목/요약/키워드: Utility Theory

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An Efficient Multi-Attribute Negotiation System using Learning Agents for Reciprocity (상호 이익을 위한 학습 에이전트 기반의 효율적인 다중 속성 협상 시스템)

  • Park, Sang-Hyun;Yang, Sung-Bong
    • The KIPS Transactions:PartD
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    • v.11D no.3
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    • pp.731-740
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    • 2004
  • In this paper we propose a fast negotiation agent system that guarantees the reciprocity of the attendants in a bilateral negotiation on the e-commerce. The proposednegotiation agent system exploits the incremental learning method based on an artificial neural network in generating a counter-offer and is trained by the previous offer that has been rejected by the other party. During a negotiation, the software agents on behalf of a buyer and a seller negotiate each other by considering the multi-attributes of a product. The experimental results show that the proposed negotiation system achieves better agreements than other negotiation agent systems that are operated under the realistic and practical environment. Furthermore, the proposed system carries out negotiations about twenty times faster than the previous negotiation systems on the average.

An Integrated Multicriteria Decision-Making Approach for Evaluating Nuclear Fuel Cycle Systems for Long-term Sustainability on the Basis of an Equilibrium Model: Technique for Order of Preference by Similarity to Ideal Solution, Preference Ranking Organization Method for Enrichment Evaluation, and Multiattribute Utility Theory Combined with Analytic Hierarchy Process

  • Yoon, Saerom;Choi, Sungyeol;Ko, Wonil
    • Nuclear Engineering and Technology
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    • v.49 no.1
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    • pp.148-164
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    • 2017
  • The focus on the issues surrounding spent nuclear fuel and lifetime extension of old nuclear power plants continues to grow nowadays. A transparent decision-making process to identify the best suitable nuclear fuel cycle (NFC) is considered to be the key task in the current situation. Through this study, an attempt is made to develop an equilibrium model for the NFC to calculate the material flows based on 1 TWh of electricity production, and to perform integrated multicriteria decision-making method analyses via the analytic hierarchy process technique for order of preference by similarity to ideal solution, preference ranking organization method for enrichment evaluation, and multiattribute utility theory methods. This comparative study is aimed at screening and ranking the three selected NFC options against five aspects: sustainability, environmental friendliness, economics, proliferation resistance, and technical feasibility. The selected fuel cycle options include pressurized water reactor (PWR) once-through cycle, PWR mixed oxide cycle, or pyroprocessing sodium-cooled fast reactor cycle. A sensitivity analysis was performed to prove the robustness of the results and explore the influence of criteria on the obtained ranking. As a result of the comparative analysis, the pyroprocessing sodium-cooled fast reactor cycle is determined to be the most competitive option among the NFC scenarios.

Adaptive Load Balancing Algorithm of Ethereum Shard Using Bargaining Solution (협상 해법을 이용한 이더리움 샤드 부하 균형 알고리즘)

  • Baek, Dong Hwan;Kim, Sung Wook
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.4
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    • pp.93-100
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    • 2021
  • The Ethereum shard system for solving the scalability problem of the blockchain has a load balancing issue, which is modeled as a graph partitioning problem. In this paper, we propose an adaptive online weighted graph partitioning algorithm that can negotiate between two utility of the shard system using the game theory's bargaining solution. The bargaining solution is an axiomatic solution that can fairly determine the points of conflict of utility. The proposed algorithm was improved to apply the existing online graph partitioning algorithm to the weighted graph, and load balancing was performed efficiently through the design considering the situation of the sharding system using the extension of Nash bargaining solution, which is extended to apply solution to non-convex feasible set of bargaining problem. As a result of the experiment, it showed up to 37% better performance than typical load balancing algorithm of shard system.

Integrative Literature Review of Flow Experience and Intrinsic Motivation Decrease (운동몰입의 경험과 내적동기 저하에 관한 고찰)

  • Jung Min Son;Min-Seong Ha;Minchul Lee
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.5
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    • pp.1001-1009
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    • 2023
  • Flow is a concept closely related to intrinsic motivation and is considered a positive factor in sports performance in sports psychology. The purpose of this study was to confirm the addictive nature of Flow through previous studies and propose a new hypothesis that Flow may decrease intrinsic motivation in the long term, unlike previous studies. In line with adaptation level theory and the law of diminishing marginal utility, the satisfaction derived from Flow is continuously decreasing. At some point, the individual's progress is limited and they reach a point where they no longer experience FLOW. However, the individual will continue to try because the desire to experience FLOW again exists. However, failure to experience FLOW and repeated failure will lead to sadness, which will decrease intrinsic motivation.

Joint Beamforming and Power Allocation for Multiple Primary Users and Secondary Users in Cognitive MIMO Systems via Game Theory

  • Zhao, Feng;Zhang, Jiayi;Chen, Hongbin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.6
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    • pp.1379-1397
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    • 2013
  • We consider a system where a licensed radio spectrum is shared by multiple primary users(PUs) and secondary users(SUs). As the spectrum of interest is licensed to primary network, power and channel allocation must be carried out within the cognitive radio network so that no excessive interference is caused to PUs. For this system, we study the joint beamforming and power allocation problem via game theory in this paper. The problem is formulated as a non-cooperative beamforming and power allocation game, subject to the interference constraints of PUs as well as the peak transmission power constraints of SUs. We design a joint beamforming and power allocation algorithm for maximizing the total throughput of SUs, which is implemented by alternating iteration of minimum mean square error based decision feedback beamforming and a best response based iterative power allocation algorithm. Simulation results show that the algorithm has better performance than an existing algorithm and can converge to a locally optimal sum utility.

Power Control Scheme Based on Non-Cooperative Game in a Heterogeneous Network (이종 네트워크에서의 비협력 게임 기반 전력 할당 기법)

  • Bae, Insan;Lee, Jinnyoung;Jang, Sungjin;Kim, Jaemoung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39B no.11
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    • pp.771-778
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    • 2014
  • We propose Femto-cell power control scheme in HeNet with Game Theory. The Femto-cell which provide high quality with low power is issued by many benefits, however there is a bunch of interferences when many Femto-cells use overlapped bandwidth with Macro-cell. We defined base station of cellular networks and mobile users as players of Game Theory, and configured interference effect among each other as power utility function. Futhermore, we showed enhanced overall system performance, lower power usage and interference decrease by using optimal power.

A Theoretical Approach of Social Ecological Model for School Health Promotion Program (학교 건강증진 사업을 위한 사회생태학적 모형의 이론적 접근)

  • Jung, Sang-Hyuk;Yoon, Hee-Sang
    • The Journal of Korean Society for School & Community Health Education
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    • v.7
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    • pp.87-99
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    • 2006
  • Objectives: This study is to draw the design of the program which is improve school health promotion participation by applying the Social Ecological Model based on the literature review on the health promotion. Methods: Literature review was carried out based on 5 factors of social ecological model using computer search engines of Google, ProQuest, and Riss4U. Results; Social Ecological Model is consist of individual, interpersonal, institutional/organizational, community, and policy. Individual sphere is drawn from Health Belief Model, interpersonal sphere is Social Support Theory, institutional/ organizational sphere is institutional resources theory, community sphere is community model, and policy sphere is Social Marketing Theory. The literature review show that the important variables affecting health promotion exist in each sphere. Individual sphere has social economic status, age, sex, sensitivity and specificity of illness, self-efficacy. Interpersonal sphere has support and use of family, friend and neighbor. Institutional/Organizational sphere has environment service reliability and utility. Conclusions: Community sphere has distance, neighborhood safety, interrelationship among institutions. Policy sphere has cost, legislation advertisement, lobby and concern and leadership of Institution.

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A Simple Instantaneous Power Theory and Modified Compensation Performance Evaluation of Active Power Filters (능동전력필터의 간단한 순시전력이론과 수정된 보상성능 평가법)

  • Jung, Y.G.;Yoo, K.H.;Kim, Y.C.;Yang, S.H.;Kim, W.Y.;Lim, Y.C.
    • Proceedings of the KIEE Conference
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    • 1999.07f
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    • pp.2549-2552
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    • 1999
  • The fictitious power theory in time domain is very easy to understand, but power analyzing time of active power is increased, because power is analyzed using signal techniques based on the correlation between voltage and current waveforms. Also, conventional methods in time/frequency domain to evaluate the compensation performance of active power filters are not provided easy solutions. So, the authors have previously proposed 3-D current coordinates which is composed into active component, fundamental reactive component and distorted component of nonlinear loads current. This method has excellent performance, but can not evaluate the characteristics of nonlinear load current whether inductive or capacitive. Therefore, To overcome problems mentioned previously, this paper deals with the simple instantaneous power theory and the modified 3-D current coordinates for evaluating the compensation performance of active power filters. To confirm the validity, active power filters simulator is developed using C-language. From the simulation, results are discussed their utility.

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Development of 433MHz RFID Tag Antenna using Fractal Theory (프랙탈 이론을 이용한 433MHz 대역의 RFID 태그 안테나 개발)

  • Park, Dong-Kook;Cho, Ik-Hyun;Yang, Gyu-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.3
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    • pp.420-426
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    • 2008
  • In this paper, we present RFID Tag Antenna at 433MHz which can be available for RFID system. The antenna is composed of microstrip type antenna, whose dimension could be reduced by applying fractal theory. Simulated return loss and gain at 433MHz are -20.9dB, -3dBi. But there are some deviation on the point of resonance frequency between simulated and measured results. By modifying the antenna's feeding point, we obtain - l5dB return loss and verify the utility of proposed antenna.

A Study on Residents' Participation in Rural Tourism Project Using an Agent-Based Model - Based on the Theory of Planned Behavior - (행위자 기반 모형을 활용한 농촌관광 사업 주민 참여 연구 - 계획된 행동 이론을 바탕으로 -)

  • Ahn, Seunghyeok;Yun, Sun-Jin
    • Journal of Korean Society of Rural Planning
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    • v.27 no.2
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    • pp.77-89
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    • 2021
  • To predict the level of residents' participation in rural tourism project, we used agent-based model. The decision-making mechanism which calculates the utility related to attitude, subjective norm, perceived behavioral control of planned behavior theory was applied to the residents' decision to participate. As a result of the simulation over a period of 20 years, in the baseline scenario set similar to the general process of promoting rural projects, the proportion of indigenous people decreased and the participation rate decreased. In the scenarios with different learning frequencies in perceived behavioral control, overall participation rate decreased. Learning every five years had the effect of increasing the participation rate slightly. Participation rates increased significantly in the scenario that consider economic aspects and reputation in attitude and did not decline in the scenario where population composition was maintained. The virtuous cycle effect of subjective norm according to changes in participation rate due to influence of attitude and perceived behavioral control shows the dynamic relationship.