Design of continuous controllers using a multiobjective differential evolution algorithm with spherical pruning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6024 LNCS, Issue PART 1, 2010, Pages 532-541

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

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; DESIGN; ECONOMIC AND SOCIAL EFFECTS; EVOLUTIONARY ALGORITHMS; FREQUENCY DOMAIN ANALYSIS; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; UNCERTAINTY ANALYSIS;

CONFLICTING OBJECTIVES; CONTINUOUS CONTROLLER; CONTROLLER DESIGNS; DEGREE OF FLEXIBILITY; DIFFERENTIAL EVOLUTION ALGORITHMS; ENGINEERING CONTROLS; MULTI-OBJECTIVE DIFFERENTIAL EVOLUTION ALGORITHMS; PERFORMANCE REQUIREMENTS;

CONTROLLERS;

EID: 77952335602     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12239-2_55     Document Type: Conference Paper

References (15)

1. Storn, R., Price, K.: Differential evolution: A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11, 341-359 (1997)
2. Laumanns, M., Thiele, L., Deb, K., Zitzler, E.: Combining convergence and diversity in evolutionary multiobjective optimization. Evolutionary Computation (3), 263-282 (2002)
3. Herrero, J.M., Martínez, M., Sanchis, J., Blasco, X.: Well-distributed pareto front by using the epsilon-moga evolutionary algorithm. In: Sandoval, F., Prieto, A.G., Cabestany, J., Graña, M. (eds.) IWANN 2007. LNCS, vol.4507, pp. 292-299. Springer, Heidelberg (2007)
4. Herńandez-Días, A.G., Santana-Quintero, L.V., Coello Coello, C.A., Molina, J.: Pareto-adaptiveε-dominance. Evolutionary Computation 15(4), 493-517 (2007)
5. Storn, R.: Sci: Differential evolution research: Trends and open questions. In: Chakraborty, U.K. (ed.) Advances in Differential Evolution. SCI, vol.143, pp. 1-31. Springer, Heidelberg (2008)
6. Huang, V.L., Qin, A.K., Deb, K., Zitzler, E., Suganthan, P.N., Liang, J.J., Preuss, M., Huband, S.: Problem definitions for performance assessment on multi-objective optimization algorithms. Technical report, Nanyang Technological University, Singapore (2007)
7. Kukkonen, S., Lampinen, J.: Performance assesment of generalized differential evolution 3 (gd3) with a given set of problems. In: Proceedings of the IEEE congress on evolutionary computation (CEC 2007), September 2007, pp. 3593-3600 (2007)
8. Huang, V.L., Qin, A.K., Suganthan, P.N., Tasgetiren, M.F.: Multi-objective optimization based on self-adaptive differential evolution algorithm. In: Proceedings of the IEEE congress on evolutionary computation (CEC 2007), September 2007, pp. 3601-3608 (2007)
9. Zamuda, A., Brest, J., Boskovic, B., Zumer, V.: Differential evolution for multiobjective optimization with self adaptation. In: Proceedings of the IEEE congress on evolutionary computation (CEC 2007), September 2007, pp. 3617-3624 (2007)
10. Zielinski, K., Laur, R.: Differential evolution with adaptive parameter setting for multi-objective optimization. In: Proceedings of the IEEE congress on evolutionary computation (CEC 2007), September 2007, pp. 3585-3592 (2007)
11. García-Sanz, M., Elso, J.: Ampliacíon del benchmark de diseño de controladores para el cabeceo de un helićoptero. Revista Iberoamericana de Autoḿatica e Inform ́atica Industrial 4(1), 107-110 (2007)
12. García-Sanz, M., Elso, J.: Resultados del benchmark de dise no de controladores para el cabeceo de un helićoptero. Revista Iberoamericana de Autoḿatica e Inform ́atica Industrial 4(4), 117-120 (2007)
13. Reynoso-Meza, G., Blasco, X., Sanchis, J.: Diseño multiobjetivo de controladores pid para el benchmark de control 2008-2009. Revista Iberoamericana de Autom ́atica e Inforḿatica Industrial 6(4), 93-103 (2009)
14. Gu, D.W., Petkov, P.H., Konstantinov, M.M.: Robust control design with Matlab. Springer, Heidelberg (2005)
15. Blasco, X., Herrero, J.M., Sanchis, J., Martínez, M.: A new graphical visualization of n-dimensional pareto front for decision-making in multiobjective optimization. Information Sciences 178(20), 3908-3924 (2008)