METHODS FOR FORMING RECOGNITION ALGORITHMS FOR LASER-INDUCED BREAKDOWN SPECTROSCOPY
摘要
In one embodiment, a method for forming a recognition algorithm for laser- induced breakdown spectroscopy may include: determining a most mathematically different dataset of a plurality of spectral datasets corresponding to materials; dividing the spectral datasets into model development datasets and performance evaluation datasets; transforming, automatically with a processor, one of the model development datasets into a first discrimination model that discriminates the first spectra; removing the first spectra from the model development datasets to yield a subset of development datasets; determining a next most mathematically different spectral dataset of the spectral datasets; transforming the subset of development datasets into a second discrimination model that discriminates the second spectra; and combining the first discrimination model and the second discrimination model to form the recognition algorithm for laser- induced breakdown spectroscopy.
申请公布号
WO2011126681(A3)
申请公布日期
2012.01.26
申请号
WO2011US28453
申请日期
2011.03.15
申请人
APPLIED RESEARCH ASSOCIATES, INC.;MULTARI, ROSALIE, A.;CREMERS, DAVID, A.