A steel property optimization model based on the XGBoost algorithm and improved PSO
Sign Up to like & getrecommendations! Published in 2020 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2019.109472
Abstract: Abstract Exploring the relationships between the properties of steels and their compositions and manufacturing parameters is extremely crucial and indispensable to understanding the science of materials, and subsequently developing new materials. Tensile strength and plasticity,… read more here.
Keywords: algorithm improved; optimization model; xgboost algorithm; model ... See more keywords
Asphalt Pavement Friction Coefficient Prediction Method Based on Genetic-Algorithm-Improved Neural Network(GAI-NN) Model
Sign Up to like & getrecommendations! Published in 2021 at "Canadian Journal of Civil Engineering"
DOI: 10.1139/cjce-2020-0051
Abstract: To overcome the limitations of pavement skid resistance prediction using the friction coefficient, a Genetic-Algorithm-Improved Neural Network (GAI-NN) was developed in this study. First, three-dim... read more here.
Keywords: neural network; genetic algorithm; network gai; improved neural ... See more keywords
The EBS-A* algorithm: An improved A* algorithm for path planning
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0263841
Abstract: Path planning plays an essential role in mobile robot navigation, and the A* algorithm is one of the best-known path planning algorithms. However, the traditional A* algorithm has some limitations, such as slow planning speed,… read more here.
Keywords: algorithm improved; ebs algorithm; path planning; path ... See more keywords
Algorithm for Improved QPE over Complex Terrain Using Cloud-to-Ground Lightning Occurrences
Sign Up to like & getrecommendations! Published in 2019 at "Atmosphere"
DOI: 10.3390/atmos10020085
Abstract: Lightning and deep convective precipitation have long been studied as closely linked variables, the former being viewed as a proxy, or estimator, of the latter. However, to date, no single methodology or algorithm exists for… read more here.
Keywords: methodology; ground lightning; cloud ground; algorithm improved ... See more keywords