On evolutionary strategy based on hybrid crossover operators

Proceedings of 2011 International Conference on Electronic and Mechanical Engineering and Information Technology, EMEIT 2011

Volumn 5, Issue , 2011, Pages 2355-2358

  Yu, Xiaodong ^a   Shao, Jingbo ^a   Dong, Hongbin ^b  

^a HARBIN NORMAL UNIVERSITY   (China)

^b HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

crossover operators; evolutionary strategy; mixed crossover

Indexed keywords

ARITHMETIC CROSSOVER; CROSSOVER OPERATOR; CROSSOVER STRATEGIES; EVOLUTIONARY STRATEGIES; MIXED CROSSOVER; POSSIBLE SOLUTIONS; TWO-POINT;

INFORMATION TECHNOLOGY; MECHANICAL ENGINEERING;

EVOLUTIONARY ALGORITHMS;

EID: 80053405947     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMEIT.2011.6023583     Document Type: Conference Paper

References (8)

1. Xin Yao, Yong Liu, and Guangming Lin. Evolutionary programming made faster[J]. IEEE Trans. Evolutionary Computation, 3(2):82-102, 1999.
2. Dong Hongbin, He Jun, Huang Houkuan, et al. Evolutionary Programming Using a Mixed Mutation Strategy [J]. Information Sciences. 2007, 177(1): 312-327. (Pubitemid 44556702)
3. Dong H B, He J, Huang H K, Hou W. A Mixed Mutation Strategy Evolutionary Programming Combined with Species Conservation Technique, in: Proceedings of MICAI 2005[C]Springer, 2005.593-602. (Pubitemid 43763564)
4. L.H. Xu, Y.Q. Shen, A New Family Clustering Genetic Algorithm Information and Control Vol.33, No.5 Oct., 2004 527-530
5. CHEN Xiao-ping, YU Sheng-lin. Improvement on crossover strategy of real-valued genetic algorithm [J]. Acta Electronica Sinica, 2003, 31(1):71-74.
6. Eshelman L J, Caruana R, Schaffer D. Biases in the crossover landscape[R]. in Proc. 3rd Int. Conf. Genetic Algorithms, 1989: 10-19.
7. SYSWERDA G. Uniform crossover in genetic algorithms [C] || Proceeding of the Third ICGA. San Mateo, CA, USA:Morgan Kaufman, 1989:2-9.
8. C-Y. Lee and X. Yao. Evolutionary programming using mutations based on the levy probability distribution [J] IEEE Transactions on Evolutionary Computation, 8(2): 1-13, 2004.