TITLE:
ACGA Algorithm of Solving Weapon - Target Assignment Problem
AUTHORS:
Jiuyong Zhang, Xiaojing Wang, Chuanqing Xu, Dehui Yuan
KEYWORDS:
Weapon -Target Assignment; ant colony algorithm; genetic algorithm; integration
JOURNAL NAME:
Open Journal of Applied Sciences,
Vol.2 No.4B,
January
14,
2013
ABSTRACT: Weapon Target Assignment is not only an important
issue to use firepower, but also an important operational decision-making
problem. As new intelligent algorithms, Genetic algorithm and ant colony
algorithm are applied to solve Weapons-Target Assignment Problem. This paper
introduces the Weapon-Target Assignment (WTA) and the mathematical model, and proposes
ACGA algorithm which is the integration of genetic algorithm and ant colony algorithm
then use ACGA algorithm to solve the Weapon-Target Assignment Problem.
Calculations show that: when ACGA algorithm is used to solve Weapon – Target Assignment
Problem, it has fast convergence and high accuracy.