PID-based search algorithm:UP作為大三學(xué)生提出的第一個(gè)元啟發(fā)式算法 SCI TOP 獨(dú)作
具體文章訪問:https://www.sciencedirect.com/science/article/abs/pii/S095741742301388X
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下面是摘要(最后有matlab代碼獲取地址):
In this paper, a?metaheuristic algorithm?called PID-based search algorithm (PSA) is proposed for global optimization. The algorithm is based on an incremental PID algorithm that converges the entire population to an optimal state by continuously adjusting the system deviations. PSA is mathematically modeled and implemented to achieve optimization in a wide range of search spaces. PSA is used to solve CEC2017 benchmark test functions and six constrained problems. The?optimization performance?of PSA is verified by comparing it with seven?metaheuristics?proposed in recent years. The Kruskal-Wallis, Holm and Friedman tests verified the superiority of PSA in terms of statistical significance. The results show that PSA can be better balanced exploration and exploitation with strong optimization capability.?Source codes?of PSA are publicly available at?https://ww2.mathworks.cn/matlabcentral/fileexchange/131534-pid-based-search-algorithm.