According to the practical problem of artillery battle operation, establish the optimal weapon-target assignment model based on improved ant colony algorithm. The common steps about solving the problem of fire distribution are described, the algorithm process is designed, and the simulation result of an example is compared with Hungary method. The test result shows that the method has good rationality and validity, which is better than other algorithms on solving effectiveness and quality.