By Topic

Application of Genetic Algorithm in Combination with Least Squares Method for Particle Inversion

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Jiang Haiying ; Sch. of Electr. Eng. & Autom., Harbin Inst. of Technol., Harbin, China ; Li Jie ; Wang Qi

Based on light intensity distribution, utilizing relationship between the diffraction angle and particle diameter, this paper introduces a direction operator in the particle inversion. Combination of the least squares method and genetic algorithm is proposed, which is a more effective method and reduces errors. The introduction of direction operator reduces the number of iterations, so the calculating time is shorted. The experimental results show that the time used in improved algorithm is less than 5s, and if the request is not very strict, 2s is sufficient. We can select the number of iterations according to the real-time requirements. The calculated root mean square error and maximum error also overall decline.

Published in:

Intelligent Systems (GCIS), 2010 Second WRI Global Congress on  (Volume:1 )

Date of Conference:

16-17 Dec. 2010