Adaptive genetic algorithm based on cloud theory

Kongzhi Lilun Yu Yingyong/Control Theory and Applications

Volumn 24, Issue 4, 2007, Pages 646-650

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

^a SOUTHWEST JIAOTONG UNIVERSITY   (China)

Author keywords

Adaptive genetic algorithm; Cloud theory; Cloud based adaptive genetic algorithm

Indexed keywords

ADAPTIVE GENETIC ALGORITHM; CLOUD BASED ADAPTIVE GENETIC ALGORITHM; CLOUD THEORY;

GENETIC ALGORITHMS;

ADAPTIVE ALGORITHMS;

EID: 34948875762     PISSN: 10008152     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: University of Michigan Press, 1975.
2. GOLDBERG D E. Genetic Algorithms in Search, Optimization and Machine Learning [M]. Reading, MA: Addison Wesley, 1989.
3. JIN Jing, SU Yong. An improved adaptive genetic algorithm [J]. Computer Engineering and Applications, 2005, 41 (18): 64-69.
4. SRINIVAS M, PATNAIK L M. Adaptive probabilities of crossover and mutation in genetic algorithm [J]. IEEE Trans on System, Man and Cybernetics, 1994, 24 (4): 656-667.
5. SMITH J E, FOGARTY T C. Operator and parameter adaptation in genetic algorithms [J]. Soft Computing, 1997, 1 (2): 81-87.
6. EIBEN A E, HINTERDING R, MICHALEWICZ Z. Parameter control in evolutionary algorithms [J]. IEEE Trans on Evolution Computation, 1999, 3 (2): 124-141.
7. SUFISAKS M, FAN Xinjian. Adaptive genetic algorithm with a cooperative mode [C] //Proc of IEEE Int Symposium on Industrial Electronics. Piscataway, NJ: IEEE Press, 2001, 3: 1941-1945.
8. WU Zhiyuan, SHAO Huihe, WU Xinyu. A new adaptive genetic algorithm and its application in multimodal function optimization [J]. Control Theory and Applications, 1999, 16 (1): 127-129.
9. MU Ahua, ZHOU Shaolei, YU Xiaoli. Research on fast self-adaptive genetic algorithm and its simulation [J]. J of System Simulation, 2004, 16 (1): 122-125.
10. HUANG Yongqing, LIANG Changyong, ZHANG Xiangde. Research on adaptive genetic algorithm with small population [J]. J of Systems Science and Systems Engineering, 2005, 25 (11): 92-97.
11. HERRERA F, LOZANO M. Adaptation of genetic algorithm parameters based on fuzzy logic controller [C] //HERRERA F, VERDE-GAY J L. Genetic Algorithms and Soft Computing. Berlin, Germany: Springer-Verlag, 1996: 95-125.
12. HERRERA F, LOZANO M. Adaptive genetic operators based on co-evolution with fuzzy behaviors [J]. IEEE Trans on Evolutionary computation, 2001, 5 (2): 149-165.
13. WANG Xiaoping, CAO Liming. Genetic algorithms-theory, application and software implementation [M]. Xi'an: Xi'an Jiaotong University Press, 2002.
14. LI Deyi, MENG Haijun, SHI Xuemei. Membership clouds and membership cloud generators [J]. J of Computer Research and Development, 1995, 32 (6): 15-20.
15. LIU Changyu, LI Deyi, PAN Lili. Uncertain knowledge representation based on cloud model [J]. Computer Engineering and Applications, 2004, 40 (2): 32-35.
16. LI Deyi, LIU Changyu. Study on the universality of the normal cloud Model [J]. Engineering Science, 2004, 6 (8): 28-34.