Thermoluminescence curves simulation using genetic algorithm with factorial design

被引：2

作者：

Popko, E. A. ^{[1
]}

Weinstein, I. A. ^{[1
]}

机构：

[1] Ural Fed Univ, NANOTECH Ctr, 19 Mira St, Ekaterinburg 620002, Russia

来源：

MODERN PHYSICS LETTERS B | 2016年 / 30卷 / 13期

关键词：

OTOR model; TL kinetics; genetic algorithm; multifactorial experiment; FOM criterion; MODEL; PARAMETERS; ORDER;

D O I：

10.1142/S021798491650144X

中图分类号：

O59 [应用物理学];

学科分类号：

摘要：

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.

引用

页数：7

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