Direction matters in high-dimensional optimisation

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 2372-2379

  MacNish, Cara ^a   Yao, Xin ^b  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

^b UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; COMPUTER PROGRAMMING; GLOBAL OPTIMIZATION; PROBLEM SOLVING;

ALGORITHM PERFORMANCES; BENCHMARKING PROBLEMS; EVOLUTIONARY PROGRAMMING ALGORITHMS; EVOLUTIONARY PROGRAMMINGS; GLOBAL OPTIMISATION; IMPROVED PERFORMANCES; OPTIMISATION; ORDERS OF MAGNITUDES;

EVOLUTIONARY ALGORITHMS;

EID: 55749092267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631115     Document Type: Conference Paper

References (11)

1. C. MacNish, "Towards unbiased benchmarking of evolutionary and hybrid algorithms for real-valued optimisation," Connection Science, vol. 19, no. 4, pp. 361-385, 2007.
2. R. Salomon, "Re-evaluating genetic algorithm performance under coordinate rotation of benchmark functions," BioSystems, vol. 39, no. 3, pp. 263-278, 1996.
3. A. Czarn, C. MacNish, K. Vijayan, and B. Turlach, "Statistical exploratory analysis of genetic algorithms: The detrimentality of crossover," in Twentieth Australian Joint Conference on Artificial Intelligence (AI07), ser. Lecture Notes in Artificial Intelligence. Springer, 2007, to appear.
4. M. Schoenauer, "Bio-inspired continuous optimization: The coming of age," in IEEE Congress on Evolutionary Computation (CEC'07). Invited Lecture, IEEE Press, 2007.
5. D. B. Fogel, "An introduction to simulated evolutionary optimization," IEEE Trans. Neural Networks, vol. 5, pp. 3-14, 1994.
6. T. Back and H. P. Schwefel, "An overview of evolutionary algorithms for parameter optimization," Evol. Comput., vol. 1, no. 1, pp. 1-23, 1993.
7. X. Yao, Y. Liu, and G. Lin, "Evolutionary programming made faster," IEEE Transactions on Evolutionary Computation, vol. 3, no. 2, pp. 82-102, 1999.
8. K. Tang, X. Yao, P. N. Suganthan, C. MacNish, Y. P. Chen, C. M. Chen, and Z. Yang, "Benchmark functions for the CEC'2008 special session and competition on large scale global optimization," Nature Inspired Computation and Applications Laboratory, USTC, China, Tech. Rep., 2007. [Online]. Available: http://nical.ustc.edu.cn/cec08ss.php
9. B. Sendhoff, M. Roberts, and X. Yao, "Evolutionary computation benchmarking repository," IEEE Computational Intelligence Magazine, vol. 1, no. 4, pp. 50-51, November 2006. [Online]. Available: http://www.cs.bham.ac.uk/research/projects/ecb/
10. T Schnier and X. Yao, "Using multiple representations in evolutionary algorithms," in Proc. 2000 Congress on Evolutionary Computation. IEEE Press, 2000, pp. 479-486.
11. Z. Yang, K. Tang, and X. Yao, "Differential evolution for highdimensional function optimization," in Proc. of the IEEE Congress on Evolutionary Computation (CEC'07). IEEE Press, 2007, pp. 3523-3530.