Multiobjective optimization algorithm for solving constrained single objective problems

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Volumn , Issue , 2010, Pages

  Reynoso Meza, Gilberto ^a   Blasco, Xavier ^a   Sanchis, Javier ^a   Martínez, Miguel ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

constrained optimization; differential evolution; Multiobjective optimization; single objective optimization; spherical pruning technique

Indexed keywords

CONSTRAINED REAL-PARAMETER OPTIMIZATION; DIFFERENTIAL EVOLUTION; FEASIBLE SOLUTION; MULTI OBJECTIVE; MULTI-OBJECTIVE DIFFERENTIAL EVOLUTIONS; PRUNING TECHNIQUES; SEARCH SPACES; SINGLE OBJECTIVE; SINGLE OBJECTIVE OPTIMIZATION;

ARTIFICIAL INTELLIGENCE; CONSTRAINED OPTIMIZATION; EVOLUTIONARY ALGORITHMS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 79959449136     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2010.5586408     Document Type: Conference Paper

References (11)

1. G. Reynoso-Meza, J. Sanchis, X. Blasco, and M. Martínez, "Multi-objective design of continuous controllers using differential evolution and spherical pruning," in Applications of Evolutionary Computing. Springer-Verlag, 2010, vol. LNCS, p. Accepted.
2. G. Reynoso-Meza, "Design, coding and implementation of a multi-objective optimization algorithm based on differential evolution with spherical pruning: applications for system identification and controller tuning." Master's thesis, Universidad Politécnica de Valencia., Avalaible at http://ctl-predictivo.upv.es/trabajos.htm, 2009.
3. R. Mallipeddi and P. Suganthan, "Problem definitions and evaluation criteria for the cec 2010 competition on constrained real-parameter optimization," Nanyang Technological University, Singapore, Tech. Rep., 2009.
4. C. A. C. Coello, "Evolutionary algorithms in control systems engineering: a survey," Computer Methods in Applied Mechanics and Engineering, no. No.191, pp. 1245-1287, 2002.
5. R. Storn and K. Price, "Differential evolution: A simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization, vol. vol. 11, pp. pp. 341-359, (1997).
6. R. Storn, "Sci: Differential evolution research: Trends and open questions," U. K. C. (Ed.), Ed. Springer, Heidelberg, (2008), vol. LNCS 143, pp. pp. 1-31.
7. V. Huang, A. Qin, K. Deb, E. Zitzler, P. Suganthan, J. Liang, M. Preuss, and S. Huband, "Problem definitions for performance assessment on multi-objective optimization algorithms," Nanyang Technological University, Singapore, Tech. Rep., 2007.
8. S. Kukkonen and J. Lampinen, "Performance assesment of generalized differential evolution 3 (gd3) with a given set of problems," in Proceedings of the IEEE congress on evolutionary computation (CEC2007), September 2007, pp. 3593-3600.
9. V. Huang, A. Qin, P. Suganthan, and M. Tasgetiren, "Multi-objective optimization based on self-adaptive differential evolution algorithm," in Proceedings of the IEEE congress on evolutionary computation (CEC2007), September 2007, pp. 3601-3608.
10. A. Zamuda, J. Brest, B. Boskovic, and V. Zumer, "Differential evolution for multiobjective optimization with self adaptation," in Proceedings of the IEEE congress on evolutionary computation (CEC2007), September 2007, pp. 3617-3624.
11. K. Zielinski and R. Laur, "Differential evolution with adaptive parameter setting for multi-objective optimization," in Proceedings of the IEEE congress on evolutionary computation (CEC2007), September 2007, pp. 3585-3592.