Cart (Loading....) | Create Account
Close category search window
 

An Improved Genetic Algorithm Based on Van Der Laan-Talman Algorithm

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)
Guangyuan Liu ; Sci. Res. Office, Hebei Univ. of Eng., Handan, China ; Jingjun Zhang ; Yanmin Shang

Applying triangulation theory of the Van der laan-Talman algorithm, an improved genetic algorithm is proposed to solve optimal problems in this paper. The algorithm operates on a simplicial subdivision of searching space and generates the integer labels at the vertices, and then crossover operators and increasing dimension operators relying on the integer labels are designed. In this case, whether each individual is a completely labeled simplex can be used as an objective convergence criterion and that determined whether the algorithm will be terminated. Several stander test functions are provided to be examined and the experiment results indicate that the proposed algorithm has higher global optimization capability, computing efficiency and stronger stability.

Published in:

Information Management, Innovation Management and Industrial Engineering, 2009 International Conference on  (Volume:4 )

Date of Conference:

26-27 Dec. 2009

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.