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
Non-Grid-Mesh Topology Design for MegaLEO Constellations: An Algorithm Based on NSGA-III
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2024.3354782
Abstract: The rapid deployment of Low Earth Orbit (LEO) satellites, driven by technological advancements and cost reductions, has led to the emergence of mega-constellations for satellite-based Internet services. Among them, the networking problem has become a… read more here.
Keywords: non grid; grid mesh; algorithm based; topology ... 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
Multi-Objective Optimal Allocation of Regional Water Resources Based on the Improved NSGA-III Algorithm
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15115963
Abstract: Rapid socio-economic development has intensified the conflict between supply and demand for regional water resources, necessitating optimized water resource allocation to enhance water security. This study establishes a multi-objective water resource optimization model by comprehensively… read more here.
Keywords: multi objective; water; water resources; algorithm ... See more keywords
Multi-Objective Optimization in Construction Project Management Based on NSGA-III: Pareto Front Development and Decision-Making
Sign Up to like & getrecommendations! Published in 2024 at "Buildings"
DOI: 10.3390/buildings14072112
Abstract: With the continuous improvement of construction management standards, thorough investigation into various management objectives becomes crucial. To address the current gaps in project management concerning time, cost, safety, and carbon emissions interrelationships, this study adopts… read more here.
Keywords: multi objective; project management; construction; management ... See more keywords
A Novel NSGA-III-GKM++ Framework for Multi-Objective Cloud Resource Brokerage Optimization
Sign Up to like & getrecommendations! Published in 2025 at "Mathematics"
DOI: 10.3390/math13132042
Abstract: Cloud resource brokerage is a fundamental challenge in cloud computing, requiring the efficient selection and allocation of services from multiple providers to optimize performance, sustainability, and cost-effectiveness. Traditional approaches often struggle with balancing conflicting objectives,… read more here.
Keywords: cloud; iii gkm; nsga iii; brokerage ... 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