Volume 8, Issue 2, April 2015, Pages 219 - 225
Parameter Identification of A Four-dimensional Chaotic System Using Real-valued Immune Algorithms
Received 23 January 2014, Accepted 22 September 2014, Available Online 1 April 2015.
- https://doi.org/10.1080/18756891.2015.1001946How to use a DOI?
- Immune Algorithm, Real-valued Manipulation, Parameter Identification, Four-dimensional Chaotic System
- This paper presents a new immune algorithm to solve the parameters identification problem of the four-dimensional chaotic system. The proposed algorithm is directly to utilize the real-value operation to fulfill the numerical optimization, which is quite different from the traditional immune algorithm with binary operations. For most cases of engineering applications, this kind of algorithm seems to be more applicable. In order to achieve the real-value manipulation, the modified similarity definition and mutation mechanism have been developed in place of the originals. By the proposed method, the parameter identification of a special nonlinear system, four-dimensional chaotic system, is solved. Finally, simulation results will show the feasibility of the proposed algorithm in the parameter identification of nonlinear chaotic system.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - JOUR AU - Wei-Der Chang PY - 2015 DA - 2015/04/01 TI - Parameter Identification of A Four-dimensional Chaotic System Using Real-valued Immune Algorithms JO - International Journal of Computational Intelligence Systems SP - 219 EP - 225 VL - 8 IS - 2 SN - 1875-6883 UR - https://doi.org/10.1080/18756891.2015.1001946 DO - https://doi.org/10.1080/18756891.2015.1001946 ID - Chang2015 ER -