New methods for the identification of nonlinear model structures based upon genetic programming techniques

Systems Science

Volumn 31, Issue 1, 2005, Pages 1-13

  Winkler, Stephan ^a   Affenzeller, Michael ^a   Wagner, Stefan ^a  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; MECHATRONICS;

GENETIC PROGRAMMING; MECHATRONIC SYSTEMS; NONLINEAR MODEL STRUCTURES;

NONLINEAR SYSTEMS;

EID: 33644899709     PISSN: 01371223     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. AFFENZELLER M., WAGNER S., SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results, Journal of Heuristics, Special Issue on New Advances on Parallel Meta-Heuristics for Complex Problems, Kluwer Academic Publishers, Vol. 10, 2004, pp. 239-263.
2. GOLDBERG D., Genetic Alogorithms in Search, Optimization and Machine Learning, Addison Wesley Longman, 1989.
3. GRAY G. et al., Nonlinear Model Structure Identification Using Genetic Programming, Control Engineering Practice 6, 1998.
4. HOLLAND J., Adaption in Natural and Artificial Systems, University of Michigan Press, 1975.
5. KOZA J., Genetic Programming: On the Programming of Computers by means of Natural Selection, The MIT Press, Cambridge, Mass., 1992.
6. KOZA J., Genetic Programming for Econometric Modeling, Intelligent Systems for Finance and Business, 1995, 251-269.
7. LANGDON W., POLI R., Foundations of Genetic Programming, Springer Verlag, Berlin, Heidelberg, New York, 2002.
8. LANGLEY P. et al., Scientific Discovery: Computational Explorations of the Creative Process, The MIT Press, Cambridge, Mass., 1987.
9. MICHALEWICZ Z., Genetic Algorithms + Data Structures = Evolution Programs (3rd ed.), Springer-Verlag, Berlin, Heidelberg, New York, 1996.
10. SCHWEFEL H., Numerische Optimierung von Computer-Modellen mittels Evolutionsstrategie, Birkhäuser Verlag, Basel, 1994.
11. WAGNER S., AFFENZELLER M., HeuristicLab - A Generic and Extensible Optimization Environment, to be published in: Proceedings of IBERAMIA 2004.
12. WINKLER S. et al., Identifying Nonlinear Model Structures Using Genetic Programming Techniques, Cybernetics and Systems, 2004, 689-694.