以R语言为基础的改进QSIM算法实现
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摘要
在定性仿真理论中QSIM理论逻辑清晰简单且适用范围较广,能够根据系统的初始状态推导出可能的后续行为状态。本文将QSIM算法进行了初步改进,结合R语言开发了一个定性仿真程序系统,推导定性行为且构建状态树图形,并提供了一个实例来验证该程序系统。
QSIM algorithm, one of qualitative simulation, has simple logic and can be widely applicable which can deduce the possible subsequent behavior state according to the initial state of the system. QSIM algorithm is preliminarily improved in this paper by combining with R language. Qualitative behaviors are derived and state tree graphs are constructed. Besides, an example is provided to verify this program system.
QSIM algorithm, one of qualitative simulation, has simple logic and can be widely applicable which can deduce the possible subsequent behavior state according to the initial state of the system. QSIM algorithm is preliminarily improved in this paper by combining with R language. Qualitative behaviors are derived and state tree graphs are constructed. Besides, an example is provided to verify this program system.
引文
[1]李文伟.定性仿真方法发展与应用研究[J].系统仿真技术,2008,4(2):71-75.LI Wen-wei.The development and application study of qualitative simulation[J].System Simulation Technology,2008,4(2):71-75.
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[4]白方周,陈源,鲍忠贵.一个基于QSIM算法的定性仿真系统GQSS[J].信息与控制,1996,25(1):49-57.BAI Fang-zhou,CHEN Yuan,BAO Zhong-Gui.A qualitative simulation system GQSS based on QSIM algorithm[J].Information and Control,1996,25(1):49-57.
[5]KLEER J D.A view on qualitative physics[J].Artificial Intelligence,1993,59(1-2):105-114.
[6]DVORAK D L,DALLE M D T,KUIPERS B J,et al.Qualitative simulation for expert system[J].Comput chem engng,1988,9(12):34-39.
[7]KUIPERS B J.Reasoning with qualitative models[J].Artificial Intelligence,1993,59(1-2):125-132.
[8]MOLLE D T D,KUIPERS B J,EDGAR T F.Qualitative modeling and simulation of dynamic systems[J].Computers&Chemical Engineering,1988,12(9-10):853-866.
[9]卓宁泽,李登宇,李博超,等.基于均匀设计法COB光源的光学仿真与设计[J].新型工业化,2014,4(11):61-66.ZHUO Ning-ze,LI Deng-yu,LI Bo-chao,et al.Optical Simulation and Design of COB Light Source Based On Uniform Design Method[J].The Journal of New Industrialization,2014,4(11):61-66.
[10]宋宏彪,郭淑英,郭维,等.基于C MEX S函数的充电变流器控制系统仿真研究[J].新型工业化,2016,6(9):23-27.SONG Hong-biao,GUO Shu-ying,GUO Wei,et al.Simulation of the Charging Converter Control System based on C MEX SFunction[J].The Journal of New Industrialization,2016,6(9):23-27.
[2]KLEER J D,BROWN J S.A qualitative physics based on confluences[J].Artificial Intelligence,1984,24(1-3):7-83.
[3]白方周,鲍忠贵,丁尉.定性仿真--一种新的智能仿真技术[J].测控技术,1996,15(1):15-18.BAI Fang-zhou,BAO Zhong-Gui,DING Wei.Qualitative simulation--A new intellectual technology of simulation[J].Measurement&Control Technology,1996,15(1):15-18.
[4]白方周,陈源,鲍忠贵.一个基于QSIM算法的定性仿真系统GQSS[J].信息与控制,1996,25(1):49-57.BAI Fang-zhou,CHEN Yuan,BAO Zhong-Gui.A qualitative simulation system GQSS based on QSIM algorithm[J].Information and Control,1996,25(1):49-57.
[5]KLEER J D.A view on qualitative physics[J].Artificial Intelligence,1993,59(1-2):105-114.
[6]DVORAK D L,DALLE M D T,KUIPERS B J,et al.Qualitative simulation for expert system[J].Comput chem engng,1988,9(12):34-39.
[7]KUIPERS B J.Reasoning with qualitative models[J].Artificial Intelligence,1993,59(1-2):125-132.
[8]MOLLE D T D,KUIPERS B J,EDGAR T F.Qualitative modeling and simulation of dynamic systems[J].Computers&Chemical Engineering,1988,12(9-10):853-866.
[9]卓宁泽,李登宇,李博超,等.基于均匀设计法COB光源的光学仿真与设计[J].新型工业化,2014,4(11):61-66.ZHUO Ning-ze,LI Deng-yu,LI Bo-chao,et al.Optical Simulation and Design of COB Light Source Based On Uniform Design Method[J].The Journal of New Industrialization,2014,4(11):61-66.
[10]宋宏彪,郭淑英,郭维,等.基于C MEX S函数的充电变流器控制系统仿真研究[J].新型工业化,2016,6(9):23-27.SONG Hong-biao,GUO Shu-ying,GUO Wei,et al.Simulation of the Charging Converter Control System based on C MEX SFunction[J].The Journal of New Industrialization,2016,6(9):23-27.