A Nonlinear System Modeling Method Based on Projection Pursuit and Genetic Algorithm

Shi Ling LI

Systems Engineering - Theory & Practice ›› 2005, Vol. 25 ›› Issue (4) : 22-28.

PDF(110 KB)
PDF(110 KB)
Systems Engineering - Theory & Practice ›› 2005, Vol. 25 ›› Issue (4) : 22-28. DOI: 10.12011/1000-6788(2005)4-22
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A Nonlinear System Modeling Method Based on Projection Pursuit and Genetic Algorithm

  • Shi Ling LI
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Abstract

A new nonlinear system modeling method based on projection pursuit and genetic algorithm is proposed in the paper. Two numerical simulation examples are given, and simulation results show that the proposed method can be applied to nonlinear system modeling successfully and has such advantages as higher prediction precision and better engineering practicability, etc.

Key words

projection pursuit / genetic algorithm / nonlinear system / modeling

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Shi Ling LI. A Nonlinear System Modeling Method Based on Projection Pursuit and Genetic Algorithm. Systems Engineering - Theory & Practice, 2005, 25(4): 22-28 https://doi.org/10.12011/1000-6788(2005)4-22
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