Deconvolution of complex spectra into components by the bee swarm algorithm

19th International Youth School on Coherent Optics and Optical Spectroscopy

Yagfarov, R.R.^1 ; Sibgatullin, M.E.^2 ; Galimullin, D.Z.^3 ; Kamalova, D.I.^2 ; Salakhov, M Kh.^2,4

University St. 1, Innopolis

420500, Russia^1

Kazan Federal University, Kremlyovskaya St. 18, Kazan

420008, Russia^2

Institute of Economics, Management and Law, Moscow St. 42, Kazan

420008, Russia^3

Academy of Sciences of the Republic of Tatarstan, Bauman St. 20, Kazan

420008, Russia^4

关键词: Half-width;    Lorentz contours;    Mathematical concepts;    Model experiments;    Random solutions;    Spectral contours;    Swarm algorithms;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/714/1/012017/pdf
DOI  :  10.1088/1742-6596/714/1/012017

来源: IOP

【 摘 要 】

The bee swarm algorithm is adapted for the solution of the problem of deconvolution of complex spectral contours into components. Comparison of biological concepts relating to the behaviour of bees in a colony and mathematical concepts relating to the quality of the obtained solutions is carried out (mean square error, random solutions in the each iteration). Model experiments, which have been realized on the example of a signal representing a sum of three Lorentz contours of various intensity and half-width, confirm the efficiency of the offered approach.