M-GEP: A new evolution algorithm based on multi-layer chromosomes gene expression programming

Jisuanji Xuebao/Chinese Journal of Computers

Volumn 28, Issue 9, 2005, Pages 1459-1466

  Peng, Jing ^a,b   Tang, Chang Jie ^a   Li, Chuan ^a   Hu, Jian Jun ^a  

^a SICHUAN UNIVERSITY   (China)

^b Chengdu Public Security Bureau   (China)

Author keywords

Gene expression programming; Heredity evolution; M GEP; Multi layer chromosome

Indexed keywords

CHROMOSOMES; COMPUTER PROGRAMMING; DATA MINING; EVOLUTIONARY ALGORITHMS; FUNCTIONS; GENES; LEARNING SYSTEMS; MATHEMATICAL MODELS; MATHEMATICAL OPERATORS; NETWORKS (CIRCUITS);

ELECTRONIC CIRCUIT EVOLUTION; FUNCTION DISCOVERY; GENE EXPRESSION PROGRAMMING; GENERATIONS NUMBER; LEVEL CALL MODELS; MULTI LAYER CHROMOSOMES; REORGANIZATION OPERATORS; STORAGE STRUCTURE;

GENETIC ALGORITHMS;

EID: 25844511756     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Ferreira C.. Gene expression programming: A new adaptive algorithm for solving problems. Complex Systems, 2001, 13(2): 87-129
2. Ferreira C., Gene Expression Programming. First Edition. Portugal: Angra do Heroismo, 2002
3. Ferreira C.. Gene expression programming in problem solving. In: Proceedings of the 6th Online World Conference on Soft Computing in Industrial Applications, 2001, 635-654
4. Ferreira C.. Discovery of the Boolean functions to the best density-classification rules using gene expression programming. In: Lutton E. el al. eds.. Proceedings of the 4th European Conference on Genetic Programming. Lecture Notes in Computer Science 2278. Berlin: Springer-Verlag, 2002, 51-60
5. Ferreira C.. Analyzing the founder effect in simulated evolutionary processes using gene expression programming. In: Abraham A., Ruizdel-Solar J., Kpen M. eds.. Soft Computing Systems: Design, Management and Applications. Netherlands: IOS Press, 2002, 153-162
6. Ferreira C.. Function finding and the creation of numerical constants in gene expression programming. In: Benitez J. M. et al. eds.. Advances in Soft Computing: Engineering Design and Manufacturing. Springer-Verlag, 2003, 257-266
7. Zuo Jie, Tang Chang-Jie, Zhang Tian-Qing. Mining predicate association rule by gene expression programming. In: Meng Xiao-Feng, Su Jian-Wen, Wang Yu-Jun eds.. Proceedings of the International Conference for Web Information Age 2002. Lecture Notes in Computer Science 2419. Berling Heidelberg: Springer-Verlag, 2002, 92-103
8. De Garis H. Evolvable hardware: The genetic programming of Darwin machines. In: Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, Innsbruck, Austria, 1993, 441-449
9. Zhao Shu-Guan, Yang Wan-Hai. A novel approach for evolutionary design of circuits based on typical topology and adaptive genetic operations. Journal of Circuits and System, 2003, 8(2): 113-115 (in Chinese)
10. Peng Jing, Tang Chang-Jie, Li Chuan, Chen An-Long, Hu Jian-Jun. New replication architecture for distributed databases based on UD-Tree. Mini-Micro Systems, 2004, 25(12): 2065-2069 (in Chinese)
11. Peng Jing, Tang Chang-Jie, Hu Jian-Jun, Chen An-Long, Li Chuan. DIRM: A model for data query based on dynamic information route approach. Journal of Sichuan University, Engineering Science Edition, 2005, 37(1): 108-115 (in Chinese)