Double elite coevolutionary genetic algorithm

Ruan Jian Xue Bao/Journal of Software

Volumn 23, Issue 4, 2012, Pages 765-775

  Liu, Quan ^a,b   Wang, Xiao Yan ^a   Fu, Qi Ming ^a   Zhang, Yong Gang ^b   Zhang, Xiao Fang ^a,c  

^a SOOCHOW UNIVERSITY   (China)

^b JILIN UNIVERSITY   (China)

^c NANJING UNIVERSITY   (China)

Author keywords

Coevolution; Elitist strategy; Evolutionary algorithm; Genetic algorithm; Population diversity

Indexed keywords

CO-EVOLUTION; CO-EVOLUTIONARY; COEVOLUTIONARY GENETIC ALGORITHM; ELITIST STRATEGIES; EVALUATION FUNCTION; EVOLUTIONARY OPERATIONS; EVOLUTIONARY STRATEGIES; EXPLORATION AND EXPLOITATION; GLOBAL OPTIMAL SOLUTIONS; LOW SPEED; OPTIMIZATION SOLUTION; POPULATION DIVERSITY; PREMATURE CONVERGENCE; SEARCH EFFICIENCY; SUB-POPULATIONS; TEAM MEMBERS; TEST FUNCTIONS;

EVOLUTIONARY ALGORITHMS; GLOBAL OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 84860617602     PISSN: 10009825     EISSN: None     Source Type: Journal    
DOI: 10.3724/SP.J.1001.2012.04040     Document Type: Article

References (14)

1. Meng W, Han XD, Hong BR. Bee evolutionary genetic algorithm. Acta Electronica Sinica, 2006, 34(7): 1294-1300 (in Chinese with English abstract).
2. Ehrlich PR, Raven PH. Butterflies and plants: A study in coevolution. Evolution, 1964, 18(4): 586-608.[doi: 10.2307/2406212]
3. Potter MA, De Jong KA. A cooperative coevolutionary approach to function optimization. In: Davidor Y, Schwefel HP, Männer R, eds. Proc. of the Parallel Problem Solving from Nature-PPSN III, Int'l Conf. on Evolutionary Computation. LNCS 866, Berlin: Springer-Verlag, 1994. 249-257.[doi: 10.1007/3-540-58484-6_269]
4. Yue Q, Feng S. The statistical analyses for computational performance of the genetic algorithms. Chinese Journal of Computers, 2009, 32(12): 2389-2392 (in Chinese with English abstract).
5. Chen H, Cui DW Cui YA, Tao YQ, Liang K. Ethnic group evolution algorithm. Journal of Software, 2010, 21(5): 978-990 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/3484.htm [doi: 10.3724/SP.J.1001.2010.03484]
6. Zhou CL, You W, Ding XJ. Genetic algorithm and its implementation of automatic generation of Chinese songci. Journal of Software, 2010, 21(3): 427-437 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/3596.htm [doi: 10.3724/SP.J.1001.2010.03596]
7. Jiang ZY, Cai ZX, Wang Y. Hybrid self-adaptive orthogonal genetic algorithm for solving global optimization problems. Journal of Software, 2010, 21(6): 1296-1307 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/3592.htm [doi: 10.3724/SP.J.1001.2010.03592]
8. Ying WQ, Li YX, Shen Phillip CY, Wu H, Yu FH. Geometric thermodynamical selection for evolutionary multi-objective optimization. Chinese Journal of Computers, 2010, 33(4): 754-767 (in Chinese with English abstract).
9. Tan KC, Yang YJ, Goh CK. A distributed cooperative coevolutionary algorithm for multiobjective optimization. IEEE Trans. on Evolutionary Computation, 2006, 10(5): 527-549.[doi: 10.1109/TEVC.2005.860762]
10. Danoy G, Bouvry P, Martins T. Hlcga: A hybrid competitive coevolutionary genetic algorithm. In: Hoes L, ed. Proc. of the 6th Int'l Conf. on Hybrid Intelligent Systems. Computer Society Press, 2006. 48-51.[doi: 10.1109/HIS.2006.264931]
11. Mu CH, Jiao LC, Liu Y. M-Elite coevolutionary algorithm for numerical optimization. Journal of Software, 2009, 20(11): 2925-2938 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/3496.htm [doi: 10.3724/SP.J.1001.2009.03496]
12. Zhou Q, Luo WJ. A novel multi-population genetic algorithm for multiple-choice multidimensional knapsack problems. In: Cai Z, ed. Proc. of the 5th Int'l Symp. on Advances in Computation and Intelligence. Berlin: Springer-Verlag, 2010. 148-157. [doi: 10.1007/978-3-642-16493-4_16]
13. Liang JJ, Suganthan PN, Deb K. Novel composition test functions for numerical global optimization. In: Proc. of the IEEE Swarm Intelligence Symp. Piscataway: IEEE Press, 2005. 68-75.[doi: 10.1109/SIS.2005.1501604]
14. Li QH, Yang SD, Ruan YL. Improving optimization for genetic algorithms based on level set. Journal of Computer Research and Development, 2006, 43(9): 1624-1629 (in Chinese with English abstract).