Improve Self-Adaptive Control Parameters in Differential Evolution for Solving Constrained Engineering Optimization Problems

Author:

BUI Tam1,PHAM Hieu1,HASEGAWA Hiroshi1

Affiliation:

1. College of Systems Engineering and Science, Shibaura Institute of Technology

Publisher

Japan Society of Mechanical Engineers

Subject

General Medicine

Reference24 articles.

1. (1) Storn, R., and Price, K., Differential Evolution - A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Spaces, Technical report tr-95-012, ICSI (1995).

2. (2) Storn, R., and Price, K., Differential Evolution-A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces, Journal Global Optimization, Vol. 11 (1997), pp. 341-359.

3. (3) S.Soliman, O., and T. Bui, L., A Self-Adaptive Strategy for Controlling Parameters in Differential Evolution, Evolutionary Computation, IEEE World Congress on Computational Intelligence, pp. 2837-2842 (2008).

4. (4) K.Qin, A., and N.Suganthan, P., Self-Adaptive Differential Evolution Algorithm for Numerical Optimization, Evolutionary Computation, IEEE Congress (CEC2005), Vol. 2 (2005), pp. 1785-1791.

5. (5) Greiner, S., Bokovic, B., Mernik, M., Brest, J., and Zumer, V., Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems, IEEE Transactions On Evolutionary Computation, Vol. 10, No. 6 (2006), pp. 646-657.

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