Application of optimized Kalman filtering in target tracking based on improved Gray Wolf algorithm [PDF]
Scientific ReportsHigh precision is a very important index in target tracking. In order to improve the prediction accuracy of target tracking, an optimized Kalman filter approach based on improved Gray Wolf algorithm (IGWO-OKF) is proposed in this paper.
Zheming Pang, Yajun Wang, Fang Yang
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Microservice combination optimisation based on improved gray wolf algorithm [PDF]
Connection Science, 2023 Microservices architecture is a new paradigm for application development. The problem of optimising the performance of microservice architectures from a non-functional perspective is a typical Nondeterministic Polynomial (NP) problem.
Jingjing Hu +5 more
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Optimizing BiLSTM Network Attack Prediction Based on Improved Gray Wolf Algorithm [PDF]
Applied Sciences, 2023 Aiming at the problems of low accuracy of network attack prediction and long response time of attack detection, bidirectional long short-term memory (BiLSTM) was used to predict network attacks. However, BiLSTM has the problems of difficulty in parameter
Shaoming Qiu +4 more
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Echo State Neural Network Based on an Improved Gray Wolf Algorithm Predicts Porosity through Logging Data. [PDF]
ACS Omega, 2023 In oil exploration and development, many reservoir parameters are very essential for reservoir description, especially porosity. The porosity obtained by indoor experiments is reliable, but human and material resources will be greatly invested.
Youzhuang S, Junhua Z, Yongan Z.
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An Adaptive Control Based on Improved Gray Wolf Algorithm for Mobile Robots [PDF]
Applied SciencesIn this paper, a novel intelligent controller for the trajectory tracking control of a nonholonomic mobile robot with time-varying parameter uncertainty and external disturbances in the case of tire hysteresis loss is proposed.
Haoran Xue, Shouyin Lu, Chengbin Zhang
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Research on Optimization of an Open-Bench Deep-Hole Blasting Parameter Using an Improved Gray Wolf Algorithm [PDF]
Applied SciencesThe blasting quality of open-pit mining can be enhanced and the production cost of stope reduced by establishing a mathematical model for step drilling and blasting costs based on stope consumption.
Li Zhao +5 more
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An improved gray wolf optimization algorithm solving to functional optimization and engineering design problems [PDF]
Scientific ReportsAs a newly proposed optimization algorithm based on the social hierarchy and hunting behavior of gray wolves, grey wolf algorithm (GWO) has gradually become a popular method for solving the optimization problems in various engineering fields. In order to
Yihui Qiu, Xiaoxiao Yang, Shuixuan Chen
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Energy Reports, 2022 Inverse time overcurrent protection can be applied to distribution networks with distributed power sources because of its superior protection characteristics, but its time limit coordination and value setting are complicated, which limits its large-scale
Yang Yu +4 more
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An adaptive improved gray wolf optimization algorithm with dynamic constraint handling for mechanism-constrained optimization problems [PDF]
Mechanical SciencesTo address constrained optimization problems in mechanical design, this study proposes an enhanced gray wolf optimization (GWO) algorithm. First, a novel individual memory optimization strategy is developed to expand the population's exploration scope ...
Y. Lei, M. Huang
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Optimization on construction machinery considering sequence-dependent setup times and personnel fatigue based on the improved gray wolf and whale algorithm. [PDF]
PLoS OneIn this study, the optimization of construction machinery scheduling within roadbed construction projects is explored, taking into account both personnel fatigue and sequence-dependent setup times. A sophisticated optimization model has been developed to
Wang D, Gao B, Zhang L.
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