A database of planar axisymmetric periodic orbits for the Solar system
Sign Up to like & getrecommendations! Published in 2018 at "Celestial Mechanics and Dynamical Astronomy"
DOI: 10.1007/s10569-018-9844-6
Abstract: A multiple grid search strategy is implemented to generate a broad database of axisymmetric three-body periodic orbits for planets and main planetary satellites in the Solar system. The periodic orbit search is performed over 24… read more here.
Keywords: grid search; search; solar system; database ... See more keywords
Estimating parameters of nonlinear dynamic systems in pharmacology using chaos synchronization and grid search
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Pharmacokinetics and Pharmacodynamics"
DOI: 10.1007/s10928-019-09629-4
Abstract: Bridging fundamental approaches to model optimization for pharmacometricians, systems pharmacologists and statisticians is a critical issue. These fields rely primarily on Maximum Likelihood and Extended Least Squares metrics with iterative estimation of parameters. Our research… read more here.
Keywords: grid search; pharmacology; chaos synchronization; synchronization grid ... See more keywords
Optimization of RBF-SVM Kernel Using Grid Search Algorithm for DDoS Attack Detection in SDN-Based VANET
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3199712
Abstract: The dynamic nature of the vehicular space exposes it to distributed malicious attacks irrespective of the integration of enabling technologies. The software-defined network (SDN) represents one of these enabling technologies, providing an integrated improvement over… read more here.
Keywords: sdn; sdn based; detection; grid search ... See more keywords
Grid search of multilayer perceptron based on the walk-forward validation methodology
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v11i2.pp1742-1751
Abstract: Multilayer perceptron neural network is one of the widely used method for load forecasting. There are hyperparameters which can be used to determine the network structure and used to train the multilayer perceptron neural network… read more here.
Keywords: multilayer perceptron; grid search; methodology;
Hyperparameter Tuning and Pipeline Optimization via Grid Search Method and Tree-Based AutoML in Breast Cancer Prediction
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Personalized Medicine"
DOI: 10.3390/jpm11100978
Abstract: Automated machine learning (AutoML) has been recognized as a powerful tool to build a system that automates the design and optimizes the model selection machine learning (ML) pipelines. In this study, we present a tree-based… read more here.
Keywords: grid search; pipeline; search; breast cancer ... See more keywords