A Novel Interval Integer Genetic Algorithm Used for Simultaneously Selecting Wavelengths and Pre-processing Methods

The chromosome of NIGA is constructed of pre-processing method optimization field and wavelength optimization field. In the former field, the types of pre-processing methods and their parameters are encoded as NIGA genes. In the latter one, all variables of spectra are divided into n interval variables.