Title :
Immune Genetic Algorithm for Weapon-Target Assignment Problem
Author :
Shang, Gao ; Zaiyue, Zhang ; Xiaoru, Zhang ; Cungen, Cao
Abstract :
An Immune Genetic Algorithm (IGA) is used to solve weapon-target assignment problem (WTA). The used immune system serves as a local search mechanism for genetic algorithm. Besides, in our implementation, a new crossover operator is proposed to preserve good information contained in the chromosome. A comparison of the proposed algorithm with several existing search approaches shows that the IGA outperforms its competitors on all tested WTA problems.
Keywords :
Biological cells; Computers; Genetic algorithms; Information processing; Information technology; Laboratories; Large-scale systems; Neural networks; Simulated annealing; Weapons;
Conference_Titel :
Intelligent Information Technology Application, Workshop on
Conference_Location :
Zhang Jiajie
Print_ISBN :
978-0-7695-3063-5
DOI :
10.1109/IITA.2007.24
