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

An active controller study of genetic algorithm search

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

2 Author(s)
Chen-Fang Tsai ; Dept. of Ind. Manage. & Enterprise Inf., Aletheia Univ., Tainan ; Kuo-Ming Chao

Inadequate selection of operators and parameters will produce premature convergence that will be avoided by adopting finer setting of parameters. This research was inspired by the concept of quality control utilizing as a control mechanism for process control in various GA searching processes. The process controllers attempt to apply these mechanisms to optimize the settings of the operators and parameters. In this study, we explored the function of the active setting is to adjust the trade-off between the exploration and exploitation by twelve's searching divisions. It applies evolution evidence to supervise the active setting of the GA parameters. Three different kinds of theoretical test-beds were carried out to validate this approach. The test results have been discovered that the active setting can make better the performance of genetic algorithm search. The test consequences also are showed that active is superior to static setting.

Published in:

Computer Supported Cooperative Work in Design, 2009. CSCWD 2009. 13th International Conference on

Date of Conference:

22-24 April 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.