Transactions of the Institute of Systems, Control and Information Engineers
Online ISSN : 2185-811X
Print ISSN : 1342-5668
Physical Parameter Identification of Non-Linear System via Pool Genetic Algorithm
Tsukasa ISHIMARUGan CHENHiroshi SHIBATAToru FUJINAKA
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2003 Volume 16 Issue 1 Pages 20-28

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Abstract

In this paper, we propose a new method of estimating the physical parameters for a non-linear system with known structure by using a genetic algorithm (GA). Since a simple GA is empirically known in many cases to cause initial convergence or fall into a local minimum, we introduce a new algorithm named Pool GA and verify its effectiveness for the identification.

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