• 제목/요약/키워드: Agent Model

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행위자의 능동성이 팀 성과에 미치는 영향에 관한 연구 (A Study of the Effects of Agent Activeness on Team Performance)

  • 강민철
    • 한국경영과학회지
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    • 제25권1호
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    • pp.93-104
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    • 2000
  • Passive agents participate in team activities passively, that is, only upon requst, whereas active agents involve themselves voluntarily. Teams composed of active agents are generally believed to perform better than those with passive agents. In this paper, by using a computational simulation model we examine the effect of agent activeness on the efficiency of decision-making teams that access different amout of information. "Team-Soar" is a computational fraemwork that consists of a group of interconnected individual Al agents (i.e., Soar). A simulation experiment using Tearm-Soar was performed. Results of the simulation provide valuable insights on the roles of agent activeness. For example, the impact of having more active agents becomes more sigfniciant as the amout of information to process increases and when the team decision efficiency is important. Some of the results are counter-intultive and therefore provides an opportunity to understand the roles of the agnet activeness more deeply. For instance, the simulation results reveal that having more active agents did not always enhance team efficiency. Conclusively, the simulation experiment demonstrates how computational models contribute to the research of agents social characteristics.teristics.

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멀티 마이크로그리드 최적 운영을 위한 멀티 에이전트 시스템 적용 (Applying Multi-Agent System for Optimal Multi-Microgrids Operation)

  • 부이 반하이;후세인 아크타르;김학만
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2016년도 춘계학술발표대회
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    • pp.464-465
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    • 2016
  • This paper analyzes the capabilities of multi-agent system (MAS) technology for the optimal multi-microgrids (MMGs) operation in grid-connected mode. In this system, communication among microgrids (MGs) is realized by developing a modified contract net protocol (MCNP) based on agent communication language (ACL) messages. Moreover, a two-stage mathematical model is proposed based on mixed integer linear programming (MILP) for local optimization in each MG, and global optimization in energy management system.

Evolutionary Design of a Fuzzy Logic Controller for Multi-Agent Systems

  • Jeong, Il-Kwon;Lee, Ju-Jang
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.507-512
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    • 1998
  • It is an interesting area in the field of artificial intelligence to and an analytic model of cooperative structure for multi-agent system accomplishing a given task. Usually it is difficult to design controllers for multi-agent systems without a comprehensive knowledge about the system. One of the way to overcome this limitation is to implement an evolutionary approach to design the controllers. This paper introduces the use of a genetic algorithm to discover a fuzzy logic controller with rules that govern emergent co-operative behavior: A modified genetic algorithm was applied to automating the discovery of a fuzzy logic controller jot multi-agents playing a pursuit game. Simulation results indicate that, given the complexity of the problem, an evolutionary approach to and the fuzzy logic controller seems to be promising.

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에이전트 기반 컬러 페트리 넷을 이용한 전력 계통의 정보 흐름 모델링: 광역 보호 시스템에의 적용 (Agent-based Colored Petri Net Modeling of Grid Information Flows : Modeling of Wide Area Protection System)

  • 박병성;허견
    • 전기학회논문지
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    • 제60권7호
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    • pp.1347-1353
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    • 2011
  • While most of the existing protection schemes have been designed with local information around individual components, these local schemes are not considered capable of protecting the modern electric power gird with growing complexity. Recent blackouts in North America and Europe have renewed the emphasis on coordinated protection and control actions to avoid systemwide blackouts, utilizing all of the available grid information. Thus, this paper proposes a new methodology, Agent-based Colored Petri Net (ACPN) modeling for systematically representing, modeling and analyzing information flows and interactions among the entities of the electric power grid. The paper demonstrates its efficacy and accuracy by investigating an ACPN model of a wide area protection system for a typical power grid. The proposed modeling and analysis schemes may further provide a framework to help assure reliability and interoperability of diverse smart grid components.

분산 임칩 탐지 에이전트를 기반으로 한 지능형 침입탐지시스템 설계 (Design of Intelligent Intrusion Detection System Based on Distributed Intrusion Detecting Agents : DABIDS)

  • 이종성;채수환
    • 한국정보처리학회논문지
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    • 제6권5호
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    • pp.1332-1341
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    • 1999
  • Rapid expansion of network and increment of computer system access cause computer security to be an important issue. Hence, the researches in intrusion detection system(IDS)are active to reduce the risk from hackers. Considering IDS, we propose a new IDS model(DABIDS : Distributed Agent Based Intelligent intrusion Detection System) based on distributed intrusion detecting agents. The DABIDS dynamically collects intrusion behavior knowledge from each agents when some doubtable behaviors of users are detected and make new agents codes using intrusion scenario data base, and broadcast the detector codes to the distributed intrusion detecting agent of all node. This DABIDS can efficiently solve the problem to reduce the overhead for training detecting agent for intrusion behavior patterns.

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MAS 기반 피난시뮬레이션을 이용한 분산대피 비교 연구 (A comparative Study for dispersion model in evacuation plan by using MAS-based evacuation simulation)

  • 장재순;이동호
    • 한국안전학회지
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    • 제29권1호
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    • pp.59-63
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    • 2014
  • Smoke is one of the most critical factor when escaping from the fire since it reduces visibility and interrupts finding emergency exit lights. Therefore, it is recommended that an evacuation simulation program should incorporate the smoke factor. In addition, it is suggested that the program should include not only the unilateral damage by the smoke but also the detour evacuation by risk communication. In this study, MAS (Multi Agent System)-based simulation program which incorporates the reduced walking speed by smoke and adopts the dispersion evacuation logic during escaping from the fire. To make comparison, a commercial evacuation program, Pathfinder was used. It was found that the simulation results of MAS (Multi Agent System)-based program is better than Pathfinder in terms of safe evacuation. It means that evacuation simulation need a additional evaluation categories that include not only quick evacuation time but also safe evacuee number.

Rescorla-Wagner 모형을 활용한 다중 에이전트 웹서비스 기반 욕구인지 상기서비스 구축 및 성능분석

  • 권오병;최근호;최성철
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2005년도 공동추계학술대회
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    • pp.359-368
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    • 2005
  • Personalized reminder systems have to identify the user's current needs dynamically and proactively based on the user's current context. However, need identification methodologies and their feasible architectures for personalized reminder systems have been so far rare. Hence, this paper aims to propose a proactive need awaring mechanism by applying agent, semantic web technologies and RFID-based context subsystem for a personalized reminder system, which is one of the supporting systems for a robust ubiquitous service support environment. Rescorla-Wagner model is adopted as an underlying need awaring theory. We have created a prototype system. called NAMA(Need Aware Muiti-Agent)-RFID. to demonstrate the feasibility of the methodology and of the mobile settings framework that we propose in this paper Moreover, to test if the proposed system works in terms of scalability, a simulation was performed and the results are described.

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MOM 서비스에 의한 HLA 페더레이션 연동 성능 분석 (Performance Analysis of Interoperated HLA Federations for MOM Service)

  • 유민욱;김탁곤
    • 한국군사과학기술학회지
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    • 제14권6호
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    • pp.1081-1090
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    • 2011
  • High Level Architecture(HLA) is a specification for interoperation among heterogeneous simulators which are executed in a distributed environment. HLA originally allows a number of federates to join in a federation using a single RTI(Run-Time Infrastructure). To interoperate federations without modifying RTI, agent federate, which represents behavior of a federation, can be used. Agent federate can use MOM(Management Object Model) service or agent-user protocol to acquire information of a federation. This paper performs various experiments to measure performance of two architectures. MOM service shows a loss of performance but can be applied without modifying user federates. Experiment results can be used to determine appropriate architecture for interoperation of federations.

A Mobile Agent-based Computing Environment for Pedestrian Tracking Simulation

  • Xie, Rong;Shibasaki, Ryosuke
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.354-356
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    • 2003
  • The study of pedestrian behavior covers wide topics, including way finding, choice and decision make, as well as spatial cognition and environmental perception. To address the problem, simulation is now put forward as suitable technique and method for analyzing human spatial behavior. In the paper we present a development architecture for simulating tracking pedestrian in a distributed environment. We introduce and explore the potential of using mobile agent-enabled distributed implementation model as a tool for development and implementation of the simulation. Three kinds of mobile agents are designed for implementation of managing and querying data of pedestrian. Finally, simulation result of JR 10,000 passengers’ movement is developed and implemented as a case study.

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DOI 기반 디지털 컨텐츠 유통솔루션을 위한 Agent DRM 모델 연구 (A Study on Agent DRM Model for Digital Contents Trade Solution based on DOI)

  • 박종혁;문익주;한재원;이상진;이덕규
    • 한국멀티미디어학회:학술대회논문집
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    • 한국멀티미디어학회 2003년도 춘계학술발표대회논문집
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    • pp.803-806
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    • 2003
  • 정보통신기술의 발전과 더불어 디지털 컨텐츠 유통시장의 환경 또한 정보, 네트워크, 기기가 하나의 큰 프레임워크를 형성하는 통합적인 형태로 변해가고 있으며, 예전의 물리적 형태의 전자상거래 환경에서 디지털화본 컨텐츠의 유통환경으로 발전해 가고 있다 그러나 디지털 컨텐츠는 신속하고 빠르게 복제가 되는 문제점 때문에 전자적 형태의 유통에 걸림돌로 자용하고 있다. 따라서 디지털 컨텐츠 유통을 위한 효율적, 지속적인 관리체계와 디지털 컨텐츠의 불법 복사/배포를 방지하는 방법이 고려되어야 한다. 본 논문에서는 디지털 컨텐츠 관리 및 저작권 보호, 컨텐츠의 출판, 유통 관리 보호 솔루션을 위한 DOI 기반의 Agent DRM 모델을 제안한다.

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