Article
Genetic algorithm-based wavelength selection for the near-infrared determination of glucose in biological matrixes: initialization strategies and effects of spectral resolution.
Analytical chemistry - 1 Nov 1998
Ding Q, Small G W, Arnold M A
Abstract excerpt
An improved genetic algorithm (GA)-based wavelength selection procedure is developed to optimize both the near-infrared wavelengths used and the number of latent variables employed in building partial least-squares (PLS) calibration models. This GA-based wavelength selection algorithm is applied...
Topics
- Algorithms
- Blood Glucose
- Humans
- Phenotype
- Regression Analysis
- Software
- Spectroscopy, Fourier Transform Infrared