1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: jait@etpub.com.
2.Can I submit an abstract?
The journal publishes full research papers. So only full paper submission should be considered for possible publication. Papers with insufficient content may be rejected as well, make sure your paper is sufficient enough to be published...[Read More]

Comparison Four Different Probability Sampling Methods based on Differential Evolution Algorithm

Lu Qingbo, Zhang Xueliang, Wen Shuhua, and Lan Guosheng
College of Mechanical Electronic Engineering, Taiyuan University of Science and Technology, Taiyuan 030024 China
Abstract—Differential Evolution (DE) is one kind of evolution algorithm, which based on difference of individuals. DE has exhibited good performance on optimization problem. The current studies almost are based on the simple random sampling method, and so this paper investigates other probability sampling methods, and proposed three novel differential evolution algorithms. The proposed algorithms are compared with the original differential evolution algorithm. The numerical results and Lorenz parameter estimation problem show that the new methods performed better than the original differential evolution algorithm.

Index Terms—simple random sampling, stratified sampling, systematic sampling, cluster sampling, differential evolution, parameter estimation

Cite: Lu Qingbo, Zhang Xueliang, Wen Shuhua, and Lan Guosheng, "Comparison Four Different Probability Sampling Methods based on Differential Evolution Algorithm," Journal of Advances in Information Technology, Vol. 3, No. 4, pp. 206-214, November, 2012.doi:10.4304/jait.3.4.206-214
Copyright © 2013-2016 Journal of Advances in Information Technology, All Rights Reserved
E-mail: jait@etpub.com