Pseudo-satellite spatial layout optimization method based on differential evolution algorithm

The invention provides a differential evolution algorithm-based pseudo-satellite spatial layout optimization method, which comprises the following steps of: 1, modeling according to an actual problem, determining the specific size of an actual indoor space, including the length, width and height of...

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Hauptverfasser: HUANG XIN, DAI MENGZI, CAO YONG, HUANG MING, CHENG YUANLONG, MA SUNCHAO, YANG LEI, YAO WENYI, SHEN JIZHOU, LYU TING, WU JING, SUN FANGJIAN, ZHANG JIATUO, WANG GUOHUI, ZHANG KUI, LIU HUI, CHEN XUEFENG, YANG WU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a differential evolution algorithm-based pseudo-satellite spatial layout optimization method, which comprises the following steps of: 1, modeling according to an actual problem, determining the specific size of an actual indoor space, including the length, width and height of the indoor space, randomly generating multiple groups of different pseudo-satellite spatial layouts as an initialized population according to an actual situation, boundary absorption operation is carried out according to the length, width and height of the indoor space to constrain pseudo-satellite coordinates; 2, setting initialization parameters of a differential evolution algorithm, wherein the initialization parameters comprise indoor space length, width and height, population scale NP, individual dimension D, scaling factor F, crossover probability CR, maximum iteration generation maxGen and boundary absorption operation pseudo satellite coordinate limit value setting; step 3, obtaining an optimized optimal ps