Modelling of supercapacitors based on SVM and PSO algorithms
Sign Up to like & getrecommendations! Published in 2018 at "Iet Electric Power Applications"
DOI: 10.1049/iet-epa.2017.0367
Abstract: Supercapacitors present an attractive energy storage alternative for high-performance applications due to their compact size and high-power density. Therefore, the supercapacitors have broad prospects for the development in the field of electric vehicles and renewable… read more here.
Keywords: pso algorithms; modelling supercapacitors; pso; svm pso ... See more keywords
The Powerball Method With Biased Stochastic Gradient Estimation for Large-Scale Learning Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2024.3411630
Abstract: The Powerball method, via incorporating a power coefficient into conventional optimization algorithms, has been considered in accelerating stochastic optimization (SO) algorithms in recent years, giving rise to a series of powered stochastic optimization (PSO) algorithms.… read more here.
Keywords: powerball method; biased stochastic; stochastic gradient; pso algorithms ... See more keywords