Article,

An evolutionary approach to the automatic generation of mathematical models

, and .
Applied Soft Computing, 3 (1): 1--21 (2003)

Abstract

This paper deals with the development and analysis of an efficient, evolutionary, intelligent, data-based, mathematical modelling method for complex non-linear systems. A new hybrid evolutionary method using genetic programming (GP) and evolutionary programming approaches is proposed. The potentials of the hybrid method for modelling complex, dynamic systems including single and two-link terrestrial manipulator systems are investigated and simulation results are presented.

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