An Advanced Genetic Algorithm with Improved Support Vector Machine for Multi-Class Classification of Real Power Quality Events
Sign Up to like & getrecommendations! Published in 2021 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2020.106879
Abstract: Abstract This article proposes an application of non-dominated sorting genetic algorithm III (NSGA III) and directed acyclic graph support vector machine (DAG-SVM) based combined approach for recognition and classification of power quality disturbances. Power disturbances… read more here.
Keywords: algorithm; power quality; power; nsga iii ... See more keywords
An Improved NSGA-III Algorithm Based on Deep Q-Networks for Cloud Storage Optimization of Blockchain
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2023.3243634
Abstract: As the underlying technology of cryptocurrencies, blockchain has gained a lot of attention in recent years. However, the storage problem needs to be solved with the increasing number of blocks in the blockchain network. Cloud… read more here.
Keywords: nsga iii; improved nsga; cloud storage; storage ... See more keywords
New hybrid NSGA-III&SPEA/R to multi-object optimization in a half-car dynamic model
Sign Up to like & getrecommendations! Published in 2019 at "Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering"
DOI: 10.1177/0954407019890164
Abstract: In this article, we conducted a new hybrid method between Non-dominated Sorting Genetic Algorithm II (NSGA-III) and SPEA/R (HNSGA-III&SPEA/R). This method is implemented to find the optimal values of the powertrain mount system stiffness parameters.… read more here.
Keywords: iii; hnsga iii; optimization; nsga iii ... See more keywords
Secondary Processing of Aramid with AWJ and Optimization with NSGA-III
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering"
DOI: 10.1177/09544089221085325
Abstract: The secondary operations of composite parts are performed following thermal cure processes, which generate the final dimensions with desired tolerance and quality specifications. High-strength composites, on the other hand, especially aramid fiber-reinforced polymers (AFRP), are… read more here.
Keywords: nsga iii; quality; surface; surface quality ... See more keywords
Automatic calibration of SWMM using NSGA-III and the effects of delineation scale on an urban catchment
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Hydroinformatics"
DOI: 10.2166/hydro.2019.033
Abstract: The study aims at calibration of the storm water management model (SWMM) with non-dominated sorting genetic algorithm-III (NSGA-III) for urban catchment in Hyderabad, India. The SWMM parameters calibrated were Manning's roughness coefficient (N), depression storage… read more here.
Keywords: calibration; swmm; nsga iii; delineation scale ... See more keywords
Optimizing Multi-Objective Federated Learning on Non-IID Data with Improved NSGA-III and Hierarchical Clustering
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14051070
Abstract: Federated learning (FL) can tackle the problem of data silos of asymmetric information and privacy leakage; however, it still has shortcomings, such as data heterogeneity, high communication cost and uneven distribution of performance. To overcome… read more here.
Keywords: nsga iii; multi objective; hierarchical clustering; non iid ... See more keywords