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THE PLS-GENETIC ALGORITHM TOOLBOX for MATLAB^TM

by
RICCARDO LEARDI
Dipartimento di Chimica e Tecnologie Farmaceutiche e Alimentari
University of Genoa, Italy

If you use the PLS-GA tools we would appreciate a reference to one of the following papers

R. Leardi and A. Lupiáñez
Genetic algorithms applied to feature selection in PLS regression: how and when to use them
Chemometrics and Intelligent Laboratory Systems 41(1998)195-207

R. Leardi
Application of genetic algorithm-PLS for feature selection in spectral data sets
Journal of Chemometrics, 14(2000)643-655.
 

The references and user guide can be found here. It also gives a short introduction to the methods (also included in the code-file below).

• Manual

Download the PLS-Genetic Algorithm Toolbox here.

• The PLS-GA Toolbox for MATLAB (genpls.zip)

Unzip and read the manual for further instructions.