meta-heuristic algorithmcompetitive learning algorithmThis work proposes a new powerful meta-heuristic optimization algorithm in education process called Competitive Learning (CLA). The algorithm is benchmarked on 8 well-known test functions, and the results are verified by a comparative study with some...
In this work, a meta-heuristic optimization algorithm is used twice, with the aim of reducing the total chip area under fixed-die-outline constraints. First, the optimization algorithm is applied to floorplan the modules within a voltage-island then it is used to floorplan the voltage-islands ...
AO的Matlab代码位于https://www.mathworks.com/matlabcentral/fileexchange/89381-aquila-optimizer-a-meta-heuristic-optimization-algorithm,而Java代码位于https://www.mathworks。 com / matlabcentral / fileexchange / 89386-aquila-optimizer-a-meta-heuristic-optimization-algorithm。
So far, many evolutionary algorithms have been developed based on randomness of natural phenomena. These phenomena encompass various natural processes such as animal behavior (e.g., Donkey Theorem Optimization (DTO) [4], Honey Bees Mating (HBM) [5], Shuffled Frog Leaping Algorithm (SFLA) [6],...
We intend to introduce a more productive and effective algorithm; this paper introduces a novel natural-inspired based meta-heuristic optimization algorithm, called Aquila Optimizer (AO). The proposed AO algorithm simulates the Aquila’s behavior during hunting in which showing the actions of each st...
In addition, the Wilcoxon signed-rank test and the Friedman test are used to evaluate the experimental results of the algorithms, which proves the superiority of the DBO algorithm against other currently popular optimization techniques. In order to further illustrate the practical application potential,...
A more efficient optimization algorithm has always been the pursuit of researchers, but the performance of the current optimization algorithm in some complex test functions is not always satisfactory. In order to solve this problem, a new meta-heuristic optimization algorithm—Football Team Training Al...
18KeaneAJ.Geneticalgorithmoptimizationofmulti peakproblems{Studiesinconvergenceandrobustness AritflcialIntelligenceinEngineering-1995-9(2):75 — 83 l9 王凌.郑大钟.模拟退火算法求解Flow--shop 问题的 研究.见:1997 中国控制与决策学术年会{色丈集.沈 阳:东北大学出版社.1997390—394 20ParkM-KimY...
In addition, the results have shown a high convergence rate compared with conventional optimization algorithms. It demonstrates the noticeable effectiveness of the presented method. 展开 关键词: Meta-heuristic algorithm Multi-fidelity modeling Metamodeling Engineering optimization 会议名称: International ...
The proposed method, Black Widow Optimization Algorithm (BWO), is inspired by the unique mating behavior of black widow spiders. This method includes an exclusive stage, namely, cannibalism. Due to this stage, species with inappropriate fitness are omitted from the circle, thus leading to early ...