Cloud model based genetic algorithm and its applications

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 35, Issue 7, 2007, Pages 1419-1424

  Dai, Chao Hua ^a   Zhu, Yun Fang ^a   Chen, Wei Rong ^a   Lin, Jian Hui ^a  

^a SOUTHWEST JIAOTONG UNIVERSITY   (China)

Author keywords

Cloud genetic algorithm; Cloud model; Function optimization; Genetic algorithm; ITR digital filter design

Indexed keywords

DIGITAL FILTERS; EVOLUTIONARY ALGORITHMS; IIR FILTERS; OPTIMIZATION;

CLOUD MODEL; FUNCTION OPTIMIZATION; MUTATION OPERATOR;

GENETIC ALGORITHMS;

EID: 34548184728     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Holland J H. Adaptation in Natural and Artificial System[M]. Ann Arbor: The University of Michigan Press, 1975.
2. De Jong K A. An Analysis of the Behavior of a Class of Genetic Adaptive System [D]. PhD Dissertation. Ann Arbor: University of Michigan, USA, 1975.
3. D. E. Goldberg. Genetic Algorithms in Search, Optimization and Machine Learning [M]. Reading, MA: Addison Wesley, 1989.
4. Xiao Longguang. Improvement of Partial Intelligent Optimization Algorithm and Analysis of Its Mathematical Theory [D]. Shanghai: Donghua University, 2005.12-15. (in Chinese)
5. Chen Xiaoping, Yu Shenglin. Improvement on crossover strategy of real-valued genetic algorithm [J]. Acta Electronica Sinica, 2003, 31(1): 71-74. (in Chinese)
6. Li Deyi, Meng Haijun, Shi Xuemei. Membership clouds and membership cloud generators [J]. Journal of Computer Research and Development, 1995, 32(6): 15-20. (in Chinese)
7. Zhang Feizhou, Fan Yuezu, Shen Chengzhi, etc. Intelligent control based membership cloud generators [J]. Acta Aeronautica et Astronautica Sinica. 1999, 20(1): 89-92. (in Chinese)
8. Wang Shuliang, Li Deren, Shi Wenzhong, et al. Cloud Model-Based Spatial Data Mining [J]. Geographical Information Science, 2003, 9(2): 67-78.
9. Li Xingsheng. Study on Classification and Clustering Mining Based on Cloud Model and Data Field [D]. Beijing: PLA University of Science and Technology, 2003. 16-19. (in Chinese)
10. Zhao Weiwei, Li Deyi. Intrusion detection using cloud model [J]. Computer Engineering and Applications, 2003, 39(26): 158-160. (in Chinese)
11. Song Yuanjun, Yang Xiaozong, Li Deyi. Reliability count evaluation of computers based on cloud models for environmental factors [J]. Journal of Computer Research and Development, 2001, 38(5): 631-636. (in Chinese)
12. Zhu Yunfang, Dai Chaohua, Chen Weirong, Lin Jianhui. Adaptive probabilities of crossover and mutation in genetic algorithms based on cloud generators [J]. Journal of Computational Information Systems, 2005, 1(4): 671-678.
13. Liu Changyu, Li Deyi, Du Yi etc. Some statistical analysis of the normal cloud model [J]. Information and Control, 2005, 34(2): 236-239. (in Chinese)
14. Zhang Gexiang, Li Na, Jin Weidong, etc. A novel quantum genetic algorithm and its application [J]. Acta Electronica Sinica, 2004, 32(3): 476-479. (in Chinese)
15. Roberto Irizarry. LARES: an artificial chemical process approach for optimization [J]. Evolutionary Computation, 2004, 12(4): 435-459.