An Algorithm for Fairing Data Points Based on Genetic Algorithm

DOI

10.2991/lemcs-15.2015.229How to use a DOI?

Keywords

Component; Genetic Algorithm; Data Point Set; Fairin

Abstract

An algorithm for faring data points is presented in the paper. In this algorithm, researchers split data point set into several smaller point sets according to the number of data point set and features points of the point set, then genetic algorithm will be applied to fair each small point set. Details of this genetic such as fitness function to evaluate the fairness of point set, selection, crossover and mutation are also described in this paper. In order to accelerate its convergence speed, researchers develop the detection algorithm of feature points and the point set subdivision algorithm to control the size of population in per iteration. Experimental results show the efficiency of this method.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Zizhi Lin
AU  - Ding Yun
AU  - Sihui Shu
AU  - Mincheng Hu
PY  - 2015/07
DA  - 2015/07
TI  - An Algorithm for Fairing Data Points Based on Genetic Algorithm
BT  - Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science
PB  - Atlantis Press
SP  - 1155
EP  - 1159
SN  - 1951-6851
UR  - https://doi.org/10.2991/lemcs-15.2015.229
DO  - 10.2991/lemcs-15.2015.229
ID  - Lin2015/07
ER  -