Real-coded Hybrid Genetic Algorithm for Particle Sizing with Photon Correlation Spectroscopy

CHINESE JOURNAL OF COMPUTATIONAL PHYSICS ›› 2011, Vol. 28 ›› Issue (1): 87-93.

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Real-coded Hybrid Genetic Algorithm for Particle Sizing with Photon Correlation Spectroscopy

REN Shibo, HAN Peng, YANG Guanling

School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou 510006, China

Received:2009-11-23 Revised:2010-06-02 Online:2011-01-25 Published:2011-01-25

Abstract

Abstract: A real-code hybrid genetic algorithm for nano-particle sizing with photon correlation spectroscopy is presented.With ergodic properties of chaos and simulated annealing algorithm,our algorithm shortens inversion range automatically.It has a relatively strong local searching ability.Numerical simulations are performed for mono-disperse particle system under noise-free condition and noise with various noise levels.Inversion of experimental results of 90nm standard samples of polystyrene particles is made.It shows effectiveness,reliability and ability of noise resistance of the algorithm.

Key words: photon correlation spectroscopy, particle size measurement, real-coded, genetic algorithm, inversion

CLC Number:

O436.2

REN Shibo, HAN Peng, YANG Guanling. Real-coded Hybrid Genetic Algorithm for Particle Sizing with Photon Correlation Spectroscopy[J]. CHINESE JOURNAL OF COMPUTATIONAL PHYSICS, 2011, 28(1): 87-93.

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Real-coded Hybrid Genetic Algorithm for Particle Sizing with Photon Correlation Spectroscopy

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