Nonlinear regression using PSO and GA

版本 1.0.0 (3.2 KB) 作者: Pakize
These codes find the coefficents of a non linear model with GA and PSO
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更新时间 2022/2/25

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Nonlinear regression is a type of regression which is used for modeling a relation between the independent variables and dependent variables. Finding the proper regression model and coefficients is important for all disciplines. Genetic Algorithms (GA) and Particle Swarm Optimization (PSO) were used for finding some nonlinear regression model coefficients given on this web page(https://www.itl.nist.gov/div898/strd/nls/nls_main.shtml)
The code is only for Chwirut1.

引用格式

Pakize (2024). Nonlinear regression using PSO and GA (https://www.mathworks.com/matlabcentral/fileexchange/107250-nonlinear-regression-using-pso-and-ga), MATLAB Central File Exchange. 检索来源 .

Erdoğmuş, Pakize, and Simge Ekiz. "Nonlinear regression using particle swarm optimization and genetic algorithm." International Journal of Computer Applications 153.6 (2016): 28-36.

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1.0.0