An improved genetic algorithm and its blending application with neural network

Proceedings - 2010 2nd International Workshop on Intelligent Systems and Applications, ISA 2010

Volumn , Issue , 2010, Pages

  Yan, Tai Shan ^a  

^a HUNAN INSTITUTE OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Adaptive genetic algorithm; BP algorithm; Evolutionary neural network; Human reproduction mode; Pattern recognition

Indexed keywords

ADAPTIVE GENETIC ALGORITHMS; BP ALGORITHM; EVOLUTIONARY NEURAL NETWORK; HUMAN REPRODUCTION; MODE PATTERNS;

ADAPTIVE ALGORITHMS; BACKPROPAGATION ALGORITHMS; BLENDING; GENETIC ALGORITHMS; INTELLIGENT SYSTEMS; MATHEMATICAL OPERATORS; NEURAL NETWORKS; PATTERN RECOGNITION;

CONVERGENCE OF NUMERICAL METHODS;

EID: 77954417812     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWISA.2010.5473303     Document Type: Conference Paper

References (20)

1. Nicol N Schraudolph, Richard K B. Dynamic Parameter Encoding for Genetic Algorithms [J]. Machine L earning, 1992, 6 (1) : 1-8.
2. Fogel B D. An Introduction to Simulated Evolutionary Optimization[J]. IEEE Transactions on Neural Networks, 1994, 5 (1) : 4-14.
3. WEN Guang-hui, WANG Ming-xu, GUO Si-cong. A New GA Coding Scheme for Solving TSP[J].Science Technology and Engineering, 2006, 6(2): 206-208
4. LIU Ying. Research on Fitness Function in Genetic Algorithm[J]. Journal of Lanzhou Polytechnic College, 2006,13(3):1-4
5. Zhang Si-cai Zhang Fang-xiao. A Modified Method To Fitness Function Of Genetic Algorithms[J]. Computer Applications and Software, 2006,23(2):108-110
6. TIAN Dong-ping. A Study of Crossover Operators in Genetic Algorithms[J]. Journal of Inner Mongolia Normal University (Natural Science Edition),2007,36(3):308-314
7. Khadiza Tahera, Raafat N. Ibrahim, Paul B. Lochert. GADYM - A Novel Genetic Algorithm in Mechanical Design Problems[J]. Journal of Universal Computer Science, 2008,14(15):2566-2581
8. WANG Zeng - qiang , ZENG Bi. Research on Selecting Crossover Individuals in Genetic Algorithms[J]. Journal of Shantou University (Natural Science),2005,20(4):55-58
9. XIONG Wei-qing , LIU Ming-da , ZHANG Shao-yu. A Genetic Algorithm with Sex Character[J]. Computer Engineering, 2005,31(1):165-166
10. Li He-cheng Wang Yu-ping. Genetic Algorithm with a Hybrid Crossover Operator and its Convergence[J]. Computer engineering and application,2006,16: 22-24
11. CAI Liang-wei , L I Xia. Improvement on crossover operation of genetic algorithms[J]. Systems Engineering and Elect ronics, 2006,28(6):925-928
12. Kuang Hangyu, Jin Jing, Su Yong. Improving Crossover and Mutation for Adaptive Genetic Algorithm[J]. Computer engineering and application,2006,12:93- 96
13. WU Jian-sheng , NONGJi-fu etc. An Analysis of the Convergence of Genetic Algorithm[J]. Journal of Guangxi Teachers Education University (Natural Science Edition), 2004,21(1):48-52
14. WANG Li. An Unified Convergence Criterion for Genetic Algorithms [J].Technique s of Automation &Applications, 2004,23(6):16-19
15. HE Fangguo, Qi Huan. Back propagation neural network based on modified genetic algorithm and its application[J]. Journal of Huazhong Normal University(Nat . Sci. ) , 2007, 41(1):51-54
16. Li Ying, Xu Tao, Xing Wei. Optimization for Neural Network Based on Evolved Genetic Algorithm[J]. Journal of Changchun University of Technology, 2006(3):48-50
17. Deng Zheng-Hong, Hu Qing, Zhen Yu-Shan.Two-time Training Algorithm of Neural Network Based on Genetic Algorithm[J]. Microelectronics and Computer, 2005(3):252-254
18. Dam M, Saraf D N. Design of neural networks using genetic algorithm for online property estimation of crude fractionator products[J].Computers and Chemical Engineering, 2006, 30 (4):722-729. (Pubitemid 43289126)
19. Mu A-Hua, Zhou Shao-Lei, Liu Qing-Zhi, Xu Jin. Using Genetic Algorithm to Improve BP Training algorithm[J]. Computer emulation, 2005(2): 150-151
20. Zhou Ming, Sun Shu-Dong: Genetic algorithm: theory and application[M]. National defensive industry publishing press, Beijing, 1999