Thermoluminescence curves simulation using genetic algorithm with factorial design / Popko E. A.,Weinstein I. A. // MODERN PHYSICS LETTERS B. - 2016. - V. 30, l. 13.

ISSN/EISSN:

0217-9849 / 1793-6640

Type:

Article

Abstract:

The evolutionary approach is an effective optimization tool for numeric analysis of thermoluminescence (TL) processes to assess the microparameters of kinetic models and to determine its effects on the shape of TL peaks. In this paper, the procedure for tuning of genetic algorithm (GA) is presented. This approach is based on multifactorial experiment and allows choosing intrinsic mechanisms of evolutionary operators which provide the most efficient algorithm performance. The proposed method is tested by considering the ``one trap one recombination center{''} (OTOR) model as an example and advantages for approximation of experimental TL curves are shown.

Author keywords:

OTOR model; TL kinetics; genetic algorithm; multifactorial experiment; FOM criterion STIMULATED LUMINESCENCE; EVOLUTIONARY APPROACH; MODEL; PARAMETERS; KINETICS; ORDER

DOI:

10.1142/S021798491650144X

Web of Science ID:

ISI:000377008700002

Соавторы в МНС:

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Другие поля

Поле	Значение
Month	MAY 20
Publisher	WORLD SCIENTIFIC PUBL CO PTE LTD
Address	5 TOH TUCK LINK, SINGAPORE 596224, SINGAPORE
Language	English
Article-Number	1650144
EISSN	1793-6640
Keywords-Plus	STIMULATED LUMINESCENCE; EVOLUTIONARY APPROACH; MODEL; PARAMETERS; KINETICS; ORDER
Research-Areas	Physics
Web-of-Science-Categories	Physics, Applied; Physics, Condensed Matter; Physics, Mathematical
Author-Email	e.a.popko@urfu.ru
ResearcherID-Numbers	Weinstein, Ilya/K-8178-2012
ORCID-Numbers	Weinstein, Ilya/0000-0002-5573-7128 Popko, Eugeny/0000-0003-3068-3116
Funding-Acknowledgement	Government of the Russian Federation {[}02.A03.21.0006]
Funding-Text	This work was supported by contract No. 02.A03.21.0006, Act 211, Government of the Russian Federation.
Number-of-Cited-References	17
Usage-Count-Last-180-days	1
Usage-Count-Since-2013	2
Journal-ISO	Mod. Phys. Lett. B
Doc-Delivery-Number	DN4BT