멀티 에이전트 기반의 지능형 시뮬레이션 도구의 개발

다국어 초록 (Multilingual Abstract)

Simulation means modeling structures or behaviors of the various objects, and experimenting them on the computer system. And the major approaches are DEVS(Discrete Event Systems Specification), Petri-net or Automata and so on, But, the simulation problems are getting more complex or complicated thesedays, so that an intelligent agent-based is being studied. In this paper, we are describing an intelligent agent-based simulation tool, which can supports the simulation experiment more efficiently, The significances of our system can be described as follows. First, the system can provide some AI algorithms through the system libraries. Second, the system supports simple method of designing the simulation model. since it's been built under the Finite State Machine (FSM) structure. And finally, the system acts as a simulation framework by supporting user not only the simulation engine, but also user-friendly tools, such as modeler, script or and simulator. The system mainly consists of main simulation engine, utility tools, and some other assist tools, and it is tested and showed some efficient results in the three different problems.

참고문헌 (Reference)

1 김광종, "이동 에이전트의 효율적 이주를 위한 최적 경로 탐색" 한국컴퓨터정보학회 11 (11): 117-124, 2006

2 정정례, "사이버 공격 시뮬레이션을 위한 공격자 및 호스트 모델링" 한국시뮬레이션학회 12 (12): 63-74, 2003

3 이규원, "비례제어밸브와 혼합 제어기를 이용한 혈압 시뮬레이터의 구현" 149-153, 2005

4 하창승, "내용기반 검색을 이용한 선박매매 정보추출 에이전트의 구현에 관한 연구" 한국컴퓨터정보학회 12 (12): 45-52, 2007

5 최상영, "기갑 전투그룹 교전 시뮬레이션 모델" 한국시뮬레이션학회 12 (12): 73-83, 2003

6 Ziegler, B.P., "Theory of Modelling and Simulation" 2000

7 "SimWalk"

8 "SeSam"

9 유용준, "SIMVA를 이용한 시뮬레이션 기반의 네트워크 취약성 분석" 13-19, 2004

10 "Ps-i"

11 Nutaro, J., "On the Stability and Performance of Discrete Event Methods for Simulating Continuous Systems, Submitted to Journal of Computational Physics"

12 Cioppa, T., "Military Applications of Agent-based Simulations" 994-1000, 2004

13 강정호, "DEVS 기반 모델링을 적용한 잠수함의 어뢰회피 성능 분석 시뮬레이션" 한국시뮬레이션학회 14 (14): 57-71, 2005

14 김광년, "DEVCS 모델을 사용한 심근 활성화과정의 시뮬레이션" 한국시뮬레이션학회 13 (13): 1-16, 2004

15 "Brahms"

16 Palaniappan, S., "Application of DEVS Framework in Construction Simulation" 2006

17 Le Bars, M., "An Agent-based Simulation Testing the Impact of Water Allocation on Farmers’ Collective Behaviors" 81 (81): 223-235, 2005