DocumentCode
1599571
Title
The Application of Adaptive Immune Genetic Algorithm for Parameter Optimization in Soil Water Movement
Author
Sun, Haiyan ; Wang, Quanjang ; Li, Xiaobin
Author_Institution
Xian Univ. of Technol., Xian
Volume
5
fYear
2007
Firstpage
130
Lastpage
134
Abstract
This paper introduces adaptive immune genetic algorithm (AIGA) . It based on genetic algorithm and immune principle. The algorithm defines selection, expansion and mutation operation. For improve searching ability of the global and local. The algorithm defines three new parameter as selection scale, expansion radius, mutation radius and adaptive adjusting parameters. A simulation test of soil water movement parameters optimization is done with AIGA. A good result is obtained from the model.
Keywords
genetic algorithms; natural resources; search problems; adaptive adjusting parameter; adaptive immune genetic algorithm; expansion radius parameter; global searching ability; local searching ability; mutation operation; mutation radius parameter; parameter optimization; selection scale parameter; soil water movement; Arithmetic; Cloning; Genetic algorithms; Genetic mutations; Immune system; Optimal control; Optimization methods; Soil; Water conservation; Water resources;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2875-5
Type
conf
DOI
10.1109/ICNC.2007.707
Filename
4344824
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