An investigation on the chaos driven Differential Evolution: An initial study

Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012

Volumn , Issue , 2012, Pages 185-194

  Šenkeřík, Roman ^a   Davendra, Donald ^b   Zelinka, Ivan ^b   Pluháček, Michal ^a   Oplatková, Zuzana ^a  

^a TOMAS BATA UNIVERSITY IN ZLIN   (Czech Republic)

^b VSB TECHNICAL UNIVERSITY OF OSTRAVA   (Czech Republic)

Author keywords

Chaos; Differential evolution; Evolutionary algorithms

Indexed keywords

CHAOS THEORY; CHAOTIC SYSTEMS; NUMBER THEORY; OPTIMIZATION;

BENCHMARK FUNCTIONS; DIFFERENTIAL EVOLUTION; DISSIPATIVE SYSTEMS; NUMBER GENERATOR;

EVOLUTIONARY ALGORITHMS;

EID: 84976352021     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Das, A. Konar, U. K. Chakraborty, and A. Abraham. Differential evolution with a neighborhood based mutation operator: a comparative study. IEEE T. Evolut. Comput., 13(3):526-553, 2009.
2. D. Davendra, I. Zelinka, and R. Šenkeřík. Chaos driven evolutionary algorithms for the task of PID control. Comput. Math. Appl., 60(4):1088-1104, 2010.
3. G. Onwubolu and D. Davendra, editors. Differential Evolution: A handbook for Permutation-based Combinatorial Optimization. Springer, 2009.
4. K. V. Price. An Introduction to Differential Evolution. In D. Corne, M. Dorigo, and F. Glover, editors. New Ideas in Optimization, pages 79-108, McGraw-Hill, 1999.
5. K. V. Price and R. M. Storn. Differential evolution homepage. Available: http://www.icsi.berkeley.edu/~storn/code.html, 2001.
6. A. K. Qin, V. L. Huang, and P. N. Suganthan. Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE T. Evolut. Comput., 13(2):398-417, 2009.
7. J. C. Sprott. Chaos and Time-Series Analysis. Oxford University Press, 2003
8. M. F. Tasgetiren, P. N. Suganthan, and Q. K. Pan. An ensemble of discrete differential evolution algorithms for solving the generalized traveling salesman problem. Appl. Math. Comput., 215(9):3356-3368, 2010.
9. J. Zhang and A. C. Sanderson. JADE: Self-adaptive differential evolution with fast and reliable convergence performance. In Proc. IEEE Congres on Evoutionary Computation, pages 2251-2258, 2007.
10. J. Zhang and A. C. Sanderson. Self-adaptive multiobjective differential evolution with direction information provided by archived inferior solutions. In Proc. IEEE World Congress on Evolutionary Computation, pages 2801-2810, 2008.