Electricity Market Price Prediction Based on Differential Evolutionary Algorithm and Neural Network

2021 ◽  
Author(s):  
Yuetong Fu ◽  
Zheng Zhang ◽  
Tianran Li
Keyword(s):  
Neural Network ◽  
Evolutionary Algorithm ◽  
Electricity Market ◽  
Market Price ◽  
Price Prediction ◽  
Differential Evolutionary Algorithm

scholarly journals Optimization of Artificial Neural Network for Stock Market Price Prediction Using an Enhanced Firefly Algorithm

2019 ◽  
Vol 13 (9) ◽  
pp. 532-543
Author(s):  
Ameen Ahmed Oloduowo ◽  
Fashoto Stephen Gbenga ◽  
Ogeh Clement ◽  
Balogun Abdullateef ◽  
Mashwama Petros
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Stock Market ◽  
Firefly Algorithm ◽  
Market Price ◽  
Price Prediction ◽  
Artificial Neural

Residential Property Price Prediction with FNN Network Model

2011 ◽  
Vol 271-273 ◽  
pp. 1638-1643
Author(s):  
Zhang Xiaoli
Keyword(s):  
Neural Network ◽  
Prediction Model ◽  
Fuzzy Neural Network ◽  
Market Price ◽  
Residential Property ◽  
Property Market ◽  
Price Prediction ◽  
Fuzzy Neural ◽  
Neural Network Prediction ◽  
Network Prediction

In order to predict the new residential property market price, a Fuzzy Neural Network (FNN) prediction model was proposed. It was used to estimate the appropriate price level for a new property by learning from historical data on the correlations between various factors that influence the prices of properties and the actual selling prices. In particular, an artificial neural network prediction model was developed to compare it accuracy with the fuzzy neural network prediction model. The experimental results show that the fuzzy neural network prediction model has strong function approximation ability and is suitable for residential properties price prediction depending on the quality of the available data.

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