Computer Science ›› 2016, Vol. 43 ›› Issue (9): 238-241.doi: 10.11896/j.issn.1002-137X.2016.09.047

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Gauss Cloud Model Based on Uniform Distribution

CHEN Hao and LI Bing   

  • Online:2018-12-01 Published:2018-12-01

Abstract: The cloud model has established the uncertain transformation between qualitative concepts and their quantitative description.The universality of Gauss distribution and Gauss membership function prepares the ground for the universality of Gauss cloud model,and up to now the theory of cloud model and its applied researches have mainly focused on Gauss cloud model.In this article the uniform distribution was introduced into cloud model and Gauss cloud model was extended,thus resulting in two models:uniformly distributed cloud model and uniform Gauss cloud model which offer a new way for uncertainty description.Finally,the multi-dimensional uniform Gauss cloud model was used to simulate the growth process of fractal tree.The result indicates that the cloud model can be used to effectively simulate the fractal phenomena in nature.

Key words: Cloud model,Gauss cloud,Uniform distribution

[1] Li De-yi.Uncertainty in knowledge representation[J].Enginee-ring Science,2000,2(10):73-79(in Chinese) 李德毅.知识表示中的不确定性[J].中国工程科学,2000,2(10):73-79
[2] 李德毅,杜鹢.不确定性人工智能(第2版)[M].北京:国防工业出版社,2014:40-92
[3] Gou Jin.N-D normal membership cloud model based on region partition [J].Journal of Software,2010,5(3):288-295
[4] Chen Hao,Li Bing.Approach to uncertain reasoning based on cloud model[J].Journal of Chinese Computer Systems,2011,2(12):2449-2455(in Chinese) 陈昊,李兵.基于云模型的不确定性推理方法[J].小型微型计算机系统,2011,32(12):2449-2455
[5] Zhang Ying-jie,Shao Sui-feng.Cloudhypemutation particle swamoptimization algorithm based on cloud model[J].Journal of Pattern Recognition and Artificial Intelligence,2011,4(1):90-95(in Chinese) 张英杰,邵岁锋.一种基于云模型的云变异粒子群算法[J].模式识别与人工智能,2011,24(1):90-95
[6] Wang Shang-guang,Sun Qi-bo,Zhang Guang-wei,et al.Uncer-tain Qos-aware skyline service selection based on cloud model[J].Journal of Software,2012,3(6):1397-1412(in Chinese) 王尚广,孙其博,张光卫,等.基于云模型的不确定性QoS感知的Skyline服务选择[J].软件学报,2012,23(6):1397-1412
[7] Zhang Shi-bin,Xu Chun-xiang.Study on the trust evaluation approach based on cloud model[J].Chinese Journal of Computers,2013,6(2):422-431(in Chinese) 张仕斌,许春香.基于云模型的信任评估方法研究[J].计算机学报,2013,36(2):422-431
[8] Li De-yi,Liu Chang-yu.Study on the universality of the normal cloud model[J].The Chinese Engineering Science,2004,6(8):28-33(in Chinese) 李德毅,刘常昱.论正态云模型的普适性[J].中国工程科学,2004,6(8):28-33
[9] Liu Chang-yu,Li De-yi,Du Yi,et al.Some statistical analysis of the normal cloud model[J].Information and Control,2005,4(2):236-239(in Chinese) 刘常昱,李德毅,杜鹢,等.正态云模型的统计分析[J].信息与控制,2005,34(2):236-239
[10] Li De-yi,Meng Hai-jun,Shi Xue-mei.Membership clouds and membership cloud generators[J].Journal of Computer Research and Development,1995,2(6):15-20(in Chinese) 李德毅,孟海军,史学梅.隶属云和隶属云发生器[J].计算机研究与发展,1995,32(6):15-20
[11] Liu Chang-yu,Feng Mang,Dai Xiao-jun,et al.A new algorithm of backward cloud [J].Journal of System Simulation,2004,6(11):2417-2420(in Chinese) 刘常昱,冯芒,戴晓军,等.基于云X信息的逆向云新算法[J].系统仿真学报,2004,16(11):2417-2420
[12] Chen Hao,Li Bing,Liu Chang-yu.An algorithm of backward cloud without certainty degree[J].Journal of Chinese Computer Systems,2015,2(3):544-549(in Chinese) 陈昊,李兵,刘常昱.一种无确定度的逆向云算法[J].小型微型计算机系统,2015,32(3):544-549

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