• 한국정보통신설비학회:학술대회논문집
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• 한국정보통신설비학회 2007년도 학술대회
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• pp.69-72
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• 2007

In this paper, we analyze the performance of the network management system with intelligent mobile agent system. The proposed system dynamically selects appropriate its destinations. Thus, the system has an advantage of flexible network management in mobile network environments as well as dynamic change of traffic. Comparing its delay and throughput performance with the conventional SNMP based network management system, we find that the proposed mobile agent system performs better efficiency than the conventional one.

• 지능정보연구
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• 제10권3호
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• pp.91-103
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• 2004

다중 에이전트 시스템을 바탕으로 구축되는 시맨틱 웹 응용 프로그램은 에이전트 시스템이 제공하는 적절한 수준의 추상화에서 비롯되는 융통성을 유지하면서도 개발 및 운용의 효율성이 요구된다. 본 연구에서는 에이전트 수준의 추상화를 BDI 에이전트 구조를 기반으로 제공하면서 Java 기반 시스템의 효율성을 갖춘 새로운 에이전트 응용 프레임웍인 VivAce(Vivid Agent Computing Environment)를 소개하고 그 효율성을 대규모 에이전트 기반 시뮬레이션을 통하여 보인다. Vivid 에이전트는 소프트웨어에 의해 제어되는 시스템으로서 지식(knowledge), 지각(perception), 임무(task), 의도(intention)를 중심으로 상태(state)를 표현하며 활동(action)과 반응규칙(reaction rule)으로 행위(behavior)를 나타낸다. 본 논문에서는 먼저 에이전트 응용 프레임웍에 필요한 요소를 제시하고 이에 관련된 VivAce의 기능과 특징 및 이를 이용한 실험 결과를 제시한다.

• 정보관리학회지
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• 제14권2호
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• pp.285-301
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• 1997

많은 양의 정보가 인터넷을 통해 제공되고 있다. 이 때문에 사용자는 쓸모없는 정보를 찾는 경우가 많다. 본 논문에서는 이와 같은 사용자의 불편함을 해결하기 위하여 지능형 웹 에이전트 시스템을 제안한다. 이 지능형 웹 에이전트 시시스템은 사용자의 행동과 에이전트 방문을 키워드를 중심으로 각각의 사례로 저장하는 사례 기반 학습 방법을 이용하여 특정 개인 사용자가 웹상에서 검색하고자 하는 자료를 입력받은후부터 사용자의 방문 행동을 학습하여 보다 빠른 시간내에 원하고자 하는 자료를 검색할 수 있도록 도와주는 에이전트 시스템이다. 지능형 웹 에이전트 시스템은 인터페이스 시스템과 학습 시스템의 두 개의 부시스템으로 이루어져 있다. 실험 결과 지능형 웹 에이전트 시스템을 사용했을 때가 사용하지 않았을 때보다 훨씬 빨리 찾을 수 있었다.

• 조명전기설비학회논문지
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• 제26권10호
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• pp.35-43
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• 2012

In this paper, a development of agent-based IEDs(Intelligent electronic devices) for integration control of building microgrid in smart green building are proposed. To manage and control this complex energy system of smart green buildings, multi-agent system based networks is needed. Thus, several IEDs for utilizing multi-agent system are developed and modified for the their verification of performance as agent modules functions in the integrated experimental equipment. The good performance of these IED agents are verified from experimental results obtained from seamless bi-directional communication by SOAP/XML protocol between PC agent and IED agent.

• 한국전자거래학회지
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• 제1권1호
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• pp.227-247
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• 1996

Presented in this paper is a control model for developing virtual factory simulator, which is being operated under the distributed environment. The control model consists of production activity plan and information flows. To incorporate elements of the characteristics of the distributed control system, we suggested a collaboration model. This model is working under the client/server architecture, and also designed for cooperative-distributed shop control(CDSC) system in order to exploit several advantages of client/server architecture. Collaboration among each agent(or client) is done through negotiation and task sharing. Based on a contract net model, the CDSC system has three kinds of agents-order agent, resource agent, and communication forwarding agent. Each agent performs shop scheduling and control through negotiation on contract net. No node in CDSC system can have authority over other node. A bidding scheme is employed far negotiation between order agent and resource agents. The CDSC system can support re-negotiation among resource agents and an algorithm for re-negotiation is also developed. Experimental results are shown to advocate the effectiveness of the CDSC system for CIM environments.

• 전기학회논문지
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• 제57권1호
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• pp.8-13
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• 2008

This paper presents auto-reclosing algorithms with reference to power system stability based on MAS(Multi-Agent System). And this paper shows auto-reclosing algorithms considering power system stability. It includes the variable dead time, optimal reclosing, sequential reclosing, emergency extended equal-area criterion(EEEAC) algorithm, and modified EEEAC algorithm. This paper divides Auto-reclosing algorithms into respectively agents according to their tasks. A separated agent is merely a software entity that is situated in some environment and is able to autonomously react to changes in the environment. And all the simulations in this parer were tested by EMTP MODELS.

• 전기학회논문지
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• 제56권4호
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• pp.660-668
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• 2007

In order to improve the efficiency of service restoration function in the current Distribution Automation System (DAS), in this paper it is proposed a more advanced and efficient service restoration approach using Multi-Agent technique based on distributed networks. In the current DAS, communication networks or protocol structures are centralized with communications between the central station and FRTU through 1:1 connection. In order to maintain the current systems and enhance the proposed Multi-Agent based service restoration scheme, a device of communication and intelligence, named MASX, is newly developed to make a FRTU as an agent to cooperate each others. the proposed system applied in a demo system for an distribution automation system and shows 8 times reduction of restoration time in restoration of blackouts.

• 한국컴퓨터정보학회논문지
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• 제21권1호
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• pp.9-16
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• 2016

In this paper, we present a performance evaluation agent based on fuzzy cluster analysis and validity measures. The proposed agent is consists of three modules, fuzzy cluster analyzer, performance evaluation measures, and feature ranking algorithm for feature selection step in CAD system. Feature selection is an important step commonly used to create more accurate system to help human experts. Through this agent, we get the feature ranking on the dataset of mass and calcification lesions extracted from the public real world mammogram database DDSM. Also we design a CAD system incorporating the agent and apply five different feature combinations to the system. Experimental results proposed approach has higher classification accuracy and shows the feasibility as a diagnosis supporting tool.

• 통합자연과학논문집
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• 제11권4호
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• pp.192-196
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• 2018

The mobile agent paradigm can be exploited in a variety of ways, ranging from low-level system administration tasks to middle ware to user-level applications. Mobile agents can be useful in building middle-ware services such as active mail systems, distributed collaboration systems, etc. An active mail message is a program that interacts with its recipient using a multimedia interface, and adapts the interaction session based on the recipient's responses. The mobile agent paradigm is well suitable to this type of application, since it can carry a sender-defined session protocol along with the multimedia message. Mobile agent communication is possible via method invocation on virtual references. Agents can make synchronous, one-way, or future-reply type invocations. Multicasting is possible, since agents can be aggregated hierarchically into groups. A simple check-pointing facility has also been implemented. Another proposed solution is to use multi agent computer systems to access, filter, evaluate, and integrate this information. We will present the overall architectural framework, our agent design commitments, and agent architecture to enable the above characteristics. Besides, the each information needed a mobile agent system such as text, graphic, image, audio and video etc, constructed a great capacity multimedia database system. However, they have problems in establishing connections over multiple subnetworks, such as no end-to-end connections, transmission delay due to ATM address resolution, no QoS protocols. We propose a new connection management scheme in the thesis to improve the connection management involved of mobile agent systems.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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• pp.280-283
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• 2003

A purpose of our research is an acquisition of cooperative behaviors in inhomogeneous multi-agent system. In this research, we used the fire panic problem as an experiment environment. In Fire panic problem a fire exists in the environment, and follows in each steps of agent's behavior, and this fire spreads within the constant law. The purpose of the agent is to reach the goal established without touching the fire, which exists in the environment. The fire heat up by a few steps, which exists in the environment. The fire has unsureness to the agent. The agent has to avoid a fire, which is spreading in environment. The acquisition of the behavior to reach it to the goal is required. In this paper, we observe how agents escape from the fire cooperating with other agents. For this problem, we propose a unique CMAC based Q-learning system for inhomogeneous multi-agent system.