Paper Title:
A Kind of New Immune Genetic Algorithm and its Application
  Abstract

According to the phenomenon of falling into local optimum during solving large-scale optimization problems and the shortcomings of poor convergence of Immune Genetic Algorithm, a new kind of probability selection method based on the concentration for the genetic operation is presented. Considering the features of chaos optimization method, such like not requiring the solved problems with continuity or differentiability, which is unlike the conventional method, and also with a solving process within a certain range traverse in order to find the global optimal solution, a kind of Chaos Immune Genetic Algorithm based on Logistic map and Hénon map is proposed. Through the application to TSP problem, the results have showed the superior to other algorithms.

  Info
Periodical
Edited by
Zhixiang Hou
Pages
25-28
DOI
10.4028/www.scientific.net/AMM.48-49.25
Citation
W. J. Ren, Y. J. Qi, W. Lv, C. D. Li, "A Kind of New Immune Genetic Algorithm and its Application", Applied Mechanics and Materials, Vols. 48-49, pp. 25-28, 2011
Online since
February 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Yan Ping He
Abstract:The adaptive noise cancellation system by LMS algorithm need not to know the prior knowledge of input speech signal and noise, and can carry...
453
Authors: Yong Jiang, Ya Ping Wang, Dong Mei Zhao
Chapter 2: Innovation Engineering Management
Abstract:The paper analyzes the difference between useful signal and noise signal in dissemination characteristic inside wavelet space in...
176
Authors: Rui Mei Lian
Abstract:An amended LMS Newton algorithm is proposed which create the nonlinear functional relation of the step factor μ and the error signal e...
458