提出一种求解函数优化的生长竞争型蚁群算法.该方法利用植物生长的向光性机制,引入竞争机制,获取局部的最优解,再结合蚁群算法,实现全局优化.算法在MATLAB环境下,对一些典型的测试函数进行了求解和验证,实验结果表明该方法是一种求解函数优化的有效方法.
A growing competitive ant algorithm for solving function optimization is presented. The proposed algorithm was bases on characterizing plant phototropism and introduces a rule of growing competitive into the ant algorithm solving the function optimization problem of continuous systems. The algorithm is coded in MATLAB, and is tested through series of typical problem instances. The simulation results show that the algorithm can efficiently