求解WTA问题的智能算法评价准则

An Evaluation Criteria for Intelligent Algorithm in Solving Weapon Target Assignment Problem

目前求解火力优化配置(WTA)问题的智能算法层出不穷,急需统一的算法评价准则来比较各算法的寻优能力,以得到相对更高精度、更高效率的算法。针对上述问题建立了完善的评价准则体系,从算法代码编制质量、算法精准度和算法执行效率3个方面对智能算法的寻优能力深入讨论,并给出了2个标准测试模型及其初始化参数。实例说明本评价准则科学合理,具有很高的实用价值。

Many intelligent algorithms have been raised to solve Weapon Target Assignment（WTA） problem recently.Unified evaluation criteria are needed badly to evaluate optimizing ability of intelligent algorithms to find the more accurate and more efficient one.A set of standard evaluation criteria have been established to evaluate optimizing ability on quality of algorithm encoding,accuracy of algorithm and running efficiency of algorithm,and two standard test models are provided with initial parameters.Example shows the scientificalness and high practical value of the evaluation criteria.