一种利用改进麻雀搜索算法的中央空调系统节能控制方法

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熊磊, 苗雨润, 范新舟, 姚晔

Energy-Saving Control of Central Air-Conditioning System Based on an Improved-SSA

XIONG Lei, MIAO Yurun, FAN Xinzhou, YAO Ye

表1 ISSA测试函数

Tab.1 Test functions of ISSA

测试函数	范围	最小值
$F_{1} (s) = \overset{δ}{\sum_{α = 1}} s_{α}^{2}$	[-100, 100]	0
$F_{2} (s) = \overset{δ}{\sum_{α = 1}} \| s_{α} \| + \overset{δ}{\prod_{α = 1}} \| s_{α} \|$	[-10, 10]	0
$F_{3} (s) = \overset{δ}{\sum_{α = 1}} {(\overset{α}{\sum_{ψ = 1}} s_{ψ})}^{2}$	[-100, 100]	0
$F_{4} (s) = \underset{α}{m a x} {\| s_{α} \|, 1 \leq α \leq δ}$	[-100, 100]	0
$F_{5} (s) = \overset{δ}{\sum_{α = 1}} (s_{α} {+ 0.5)}^{2}$	[-100, 100]	0
$F_{6} (s) = \overset{δ - 1}{\sum_{α = 1}} [100 (s_{α + 1} - s_{α}^{2})^{2} + (s_{α} {- 1)}^{2}]$	[-30, 30]	0
$F_{7} (s) = \overset{δ}{\sum_{α = 1}} \| s_{α} \|^{α + 1}$	[-1, 1]	0
$F_{8} (s) = \overset{δ}{\sum_{α = 1}} s_{α}^{2} + \overset{δ}{\sum_{α = 1}} (s_{α} {/ 2)}^{2} + \overset{δ}{\sum_{α = 1}} (s_{α} {/ 2)}^{4}$	[-5, 5]	0
$F_{9} (s) = \overset{δ}{\sum_{α = 1}} (s_{α}^{2} - 10 c o s 2 π s_{α} + 10)$	[-5.12, 5.12]	0
$F_{10} (s) = \frac{1}{4000} \overset{δ}{\sum_{α = 1}} s_{α}^{2} - \overset{δ}{\prod_{α = 1}} c o s \frac{s_{α}}{\sqrt{α}} + 1$	[-600, 600]	0
$F_{11} (s) = - 20 e x p (- 0.2 \sqrt{\frac{1}{δ} \overset{δ}{\sum_{α = 1}} s_{α}^{2}}) - e x p (\frac{1}{n} \overset{δ}{\sum_{α = 1}} c o s 2 π s_{α}) + 20 + e$	[-32, 32]	0
$F_{12} (s) = \frac{π}{δ} [10 s i n π y_{1} + \overset{δ - 1}{\sum_{α = 1}} (y_{α} {- 1)}^{2} (1 + 10 s i n^{2} π y_{α + 1})] + \overset{δ}{\sum_{i = 1}} u_{α}$	[-50, 50]	0
$y_{α} = 1 + \frac{s_{α} + 1}{4}, u_{α} = \{\begin{array}{l} 100 (s_{α} {- 10)}^{4}, & s_{α} > 10 \\ 0, & - 10 \leq s_{α} \leq 10 \\ 100 (- s_{α} {- 10)}^{4}, & s_{α} < - 10 \end{array}$	[-50, 50]	0