Improved gwo
Witryna17 gru 2024 · As we all known that existing optimization algorithms for path planning are easy to arrive local optimum state. An improved gray wolf optimization (GWO) algorithm is proposed for path planning application. GWO initializes the population randomly, which will cause poor population diversity. The searching mechanism of GWO will slow … Witryna10 kwi 2024 · Although the optimal results were also obtained for the F 1 and F 2 functions of GWO and WOA, it can be clearly seen from Figure 7 that IWOA had the fastest iteration speed. This result shows that the improved algorithm greatly improved exploration ability, provided strong local optimization ability, offered good stability and …
Improved gwo
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Witryna15 wrz 2024 · The Dimensional Learning Hunting (DLH) strategy was used to improve the search performance of GWO and track the prediction accuracy of DLGWO-SVR. The DLH search approach is based on individual wolf hunting behavior in nature, and it expands the global search domain by using multineighbors learning. Witryna22 mar 2024 · To improve GWO algorithm performance, Xu et al. [ 24] reconstructed the coding method and target function of the GWO algorithm, and two-opt factor and dynamic, elite strategies were added to obtain a suitable discrete TSP solution. However, the aforementioned GWO algorithms have slow convergence speed and high …
Witryna30 mar 2024 · An Improved Grey Wolf Optimizer Based on Tracking and Seeking Modes to Solve Function Optimization Problems Abstract: Grey wolf optimizer (GWO) is a new meta-heuristic algorithm. The GWO algorithm mimics the leadership hierarchy and hunting mechanism of grey wolves in nature. Three main stages of hunting include: … Witryna17 maj 2024 · Improved Grey Wolf Optimization Algorithm and Application Sensors (Basel). 2024 May 17;22 (10):3810. doi: 10.3390/s22103810. Authors Yuxiang Hou 1 2 , Huanbing Gao 1 2 , Zijian Wang 1 2 , Chuansheng Du 1 2 Affiliations 1 School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan 250101, …
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Witryna15 mar 2024 · The I-GWO improves the hunting search strategy of wolves by using a new search strategy named dimension learning-based hunting (DLH). The DLH search strategy is inspired by the individual hunting behavior of wolves in nature, and it increases the domain of global search by multi neighbors learning. chino ca cost of livingWitrynaSecondly, the improved GWO is applied to optimize the VMD parameters, which is used for signal decomposition. And the fault feature information of modal components with maximum correlation coefficient is extracted by multi-scale scatter entropy. Finally, the improved GWO algorithm is applied to optimize the parameters of the DBN to solve … granite rail saw craigslistWitryna10 mar 2024 · Conclusions: the GWO-VMD method can more effectively remove the noise from GNSS coordinate time series and better preserve the original characteristics of the signal, providing reliable data for subsequent analysis and processing. ... An Improved Adaptive IVMD-WPT-Based Noise Reduction Algorithm on GPS Height … granite racks for trucksWitryna26 sie 2024 · Gupta et al. proposed an improved algorithm RW-GWO based on random walking. Simulated results showed that the performance of the improved GWO improved greatly. Long et al. proposed a GWO based on reverse learning, namely RL-GWO. Simulation results showed that this algorithm is an effective and reliable … granite quarry waterfalls montello wihttp://ch.whu.edu.cn/en/article/doi/10.13203/j.whugis20240363 granite radioactivityWitrynaGrey Wolf Optimizer (GWO) is a new meta-heuristic optimization. It is inspired by the unique predator strategy and organization system of grey wolves. Since the GWO algorithm is easy to fall into local optimum especially when it is used in the high-dimensional data, an improved GWO algorithm combined with Cuckoo Search (CS) … granite quarry nc townWitryna30 lis 2024 · In this article, an improved grey wolf optimizer (IGWO) algorithm is developed for optimal design of truss structures. Grey wolf optimizer (GWO) is a … granite rack in kitchen