基于改进飞蛾扑火优化算法的并网复合装置滑模变控制器参数优化

刘家军, 林皓琨, 苗淼, 刘立鹏

Parameter Optimization of Sliding Mode Variable Controller for Grid Connected Compound Device Based on Improved Moth-flame Optimization Algorithm

LIU Jiajun, LIN Haokun, MIAO Miao, LIU Lipeng

表1 测试函数

测试函数	$f_{\min} (x)$
$f_{1} (x) = \sum_{i = 1}^{n} x_{i}^{2}$	0
$f_{2} (x) = \sum_{i = 1}^{n} \|x_{i}\| + \prod_{i = 1}^{n} \|x_{i}\|$	0
$f_{3} (x) = \sum_{i = 1}^{n} {(\sum_{j = 1}^{i} x_{j})}^{2}$	0
$f_{4} (x) = \max_{i} \{\|x_{i}\|, 1 \leq i \leq D\}$	0
$f_{5} (x) = \sum_{i = 1}^{n} x_{i} \sin (x_{i}) + 0.1 x_{i}$	0
$f_{6} (x) = \sum_{i = 1}^{n} [x_{i}^{2} - 10 \cos (2 π x_{i}) + 10]$	0
$f_{7} (x) = - 20 e x p (- 0.2 \sqrt{\frac{1}{n} \sum_{i = 1}^{n} x_{i}^{2}} - \exp (\sqrt{\frac{1}{n} \sum_{i = 1}^{n} \cos 2 π x_{i}})) + 20 + e$	0
$f_{8} (x) = \frac{1}{4 000} \sum_{i = 1}^{n} (x_{i}^{2}) - \prod_{i = 1}^{n} \cos (\frac{x_{i}}{\sqrt{i}}) + 1$	0