融合正弦余弦算法的花授粉算法
Flower Pollination Algorithm Based on Sine Cosine Algorithm
-
摘要: 针对基本花授粉算法存在容易陷入局部最优、求解精度粗糙等问题, 提出一种融合正弦余弦算法的花授粉算法.将正弦余弦算法作为一种局部算法嵌入到花授粉中, 对花粉个体分别进行正弦和余弦优化.并用六种标准函数测试算法的性能, 结果表明SCA-FPA寻优性能优于基本花授粉算法和基于差分进化的花授粉算法.Abstract: To solve the problems of basic flower pollination algorithm easily falling into local optimum and the low computational accuracy, presenting a flower pollination algorithm based on sine cosine algorithm, which means designing a sine cosine algorithm as a local optimization operator to optimizing flower with sine and cosine function. Six standard functions are tested, and the results show that SCA-FPA is better than basic flower pollination algorithm and DEFPA.