An ICA-Based Multivariate Discretization Algorithm

2006 ◽  
pp. 556-562 ◽  
Author(s):  
Ye Kang ◽  
Shanshan Wang ◽  
Xiaoyan Liu ◽  
Hokyin Lai ◽  
Huaiqing Wang ◽  
...  
Keyword(s):  
Discretization Algorithm ◽  
Multivariate Discretization

Discretized data pattern for mango ripeness classification using swarm-based discretization algorithm

2019 ◽  
Author(s):  
Nurnisa Helmee ◽  
Yasmin Mohd Yacob ◽  
Zulkifli Husin ◽  
Mohd Farid Mavi ◽  
Tan Wei Keong
Keyword(s):  
Discretization Algorithm

CAIM discretization algorithm

2004 ◽  
Vol 16 (2) ◽  
pp. 145-153 ◽  
Author(s):  
L.A. Kurgan ◽  
K.J. Cios
Keyword(s):  
Discretization Algorithm

scholarly journals Calculation of Seven Photovoltaic Cells Parameters Using Parallelized Successive Discretization Algorithm

2020 ◽  
Vol 2020 ◽  
pp. 1-13
Author(s):  
Adrian M. Deaconu ◽  
Daniel T. Cotfas ◽  
Petru A. Cotfas
Keyword(s):  
Root Mean Square Error ◽  
Mean Square Error ◽  
Root Mean Square ◽  
Photovoltaic Cell ◽  
Research Literature ◽  
Photovoltaic System ◽  
Mean Square ◽  
Solar Module ◽  
Discretization Algorithm ◽  
First Time

Some parameters must be calculated with very good accuracy for the purpose of designing, simulating, and evaluating the performance of a photovoltaic system. The seven parameters of the photovoltaic cell and panels for the two-diode model are determined using a parallelized metaheuristic algorithm based on successive discretization. The parameters obtained for a photovoltaic cell and four panels using the proposed algorithm are compared with the ones calculated through over twenty methods from recent research literature. The root mean square error is used to prove the superiority of the Parallelized Successive Discretization Algorithm (PSDA). The smallest values for root mean square error (RMSE) in both cases, photovoltaic cell and panels, are obtained for the algorithm presented in this paper. The seven parameters for three panels known in the specialised literature, Kyocera KC200GT, Leibold Solar Module LSM 20, and Leybold Solar Module STE 4/100 are determined for the first time using PSDA.

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