Search Results - subject:"Radial basis function"

Development of intelligent MPPT (maximum power point tracking) control for a grid-connected hybrid power generation system

Hong, Chih-Ming; Ou, Ting-Chia; Lu, Kai-Hung - In: Energy 50 (2013) C, pp. 270-279

Wilcoxon (radial basis function network) RBFN and the improved (Elman neural network) ENN for (maximum power point tracking …

Persistent link: https://www.econbiz.de/10010807539

Short-term load forecasting using SVR (support vector regression)-based radial basis function neural network with dual extended Kalman filter

Ko, Chia-Nan; Lee, Cheng-Ming - In: Energy 49 (2013) C, pp. 413-422

paper presents a hybrid algorithm which combines SVR (support vector regression), RBFNN (radial basis function neural …

Persistent link: https://www.econbiz.de/10010808210

Pricing European and American options with two stochastic factors: A highly efficient radial basis function approach

Ballestra, Luca Vincenzo; Pacelli, Graziella - In: Journal of Economic Dynamics and Control 37 (2013) 6, pp. 1142-1167

An increasingly popular and promising approach to solve option pricing models is the use of numerical methods based on radial basis functions (RBF). These techniques yield high levels of accuracy, but have the drawback of requiring the inversion of large full system matrices. In the present...

Persistent link: https://www.econbiz.de/10010871037

A Comparison of Various Artificial Intelligence Methods in the Prediction of Bank Failures

Erdal, Halil; Ekinci, Aykut - In: Computational Economics 42 (2013) 2, pp. 199-215

comparison of three different artificial intelligence methods, namely support vector machines (SVMs), radial basis function …

Persistent link: https://www.econbiz.de/10010866826

Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization

Sermpinis, Georgios; Theofilatos, Konstantinos; … - In: European Journal of Operational Research 225 (2013) 3, pp. 528-540

Adaptive Radial Basis Function (ARBF–PSO), a time varying leverage trading strategy based on Glosten, Jagannathan and Runkle …

Persistent link: https://www.econbiz.de/10011052637

A quasi-multistart framework for global optimization of expensive functions using response surface models

Regis, Rommel; Shoemaker, Christine - In: Journal of Global Optimization 56 (2013) 4, pp. 1719-1753

AQUARS algorithms that use a radial basis function model and compare them with alternative global optimization methods on an …

Persistent link: https://www.econbiz.de/10010994174

Use of metamodeling optimal approach promotes the performance of proton exchange membrane fuel cell (PEMFC)

Cheng, Shan-Jen; Miao, Jr-Ming; Wu, Sheng-Ju - In: Applied Energy 105 (2013) C, pp. 161-169

experiments, and Taguchi Orthogonal Array (OA). Then, metamodel is constructed by Radial Basis Function Neural Network (RBFNN) to …

Persistent link: https://www.econbiz.de/10010635990

Radial basis function regularization for linear inverse problems with random noise

Valencia, Carlos; Yuan, Ming - In: Journal of Multivariate Analysis 116 (2013) C, pp. 92-108

context of linear inverse problems. Radial basis function regularization is widely used in machine learning because of its … advantages of radial basis function regularization in general and Gaussian radial basis function regularization in particular is … radial basis function regularization. …

Persistent link: https://www.econbiz.de/10010665704

Nonlinear forecasting of the Gold Miner Spread : an application of correlations filters

Dunis, Christian; Laws, Jason; Middleton, Peter W.; … - In: Intelligent systems in accounting finance and … 20 (2013) 4, pp. 207-231

Persistent link: https://www.econbiz.de/10010233196

Pricing European and American options with two stochastic factors : a highly efficient radial basis function approach

Ballestra, Luca Vincenzo; Pacelli, Graziella - In: Journal of economic dynamics & control 37 (2013) 6, pp. 1142-1167

Persistent link: https://www.econbiz.de/10009740447