A nonlinear hybrid wind speed forecasting model using LSTM network, hysteretic ELM and Differential Evolution algorithm

2018 ◽  
Vol 173 ◽  
pp. 123-142 ◽  
Author(s):  
Ya-Lan Hu ◽  
Liang Chen
Keyword(s):  
Wind Speed ◽  
Differential Evolution ◽  
Differential Evolution Algorithm ◽  
Forecasting Model ◽  
Wind Speed Forecasting ◽  
Evolution Algorithm ◽  
Lstm Network ◽  
Nonlinear Hybrid

A Combined Middle-Long Load Forecasting Model Base on Differential Evolution Method

2011 ◽  
Vol 181-182 ◽  
pp. 594-598
Author(s):  
Dong Xiao Niu ◽  
Jian Jun Wang ◽  
Li Li
Keyword(s):  
Differential Evolution ◽  
Load Forecasting ◽  
Differential Evolution Algorithm ◽  
Forecasting Model ◽  
Model Base ◽  
Combined Load ◽  
Forecasting Models ◽  
Evolution Algorithm ◽  
Combined Forecasting ◽  
Better Than

Middle-long load forecasting is an important issue for power system’s plan, investment and operation. In this paper, differential evolution algorithm is used to determine the weights of the Combined load forecasting models, which is combined with several single middle-long forecasting models. The experiment results point out that the proposed model’s performance is better than any single forecasting model. It also shows that differential evolution algorithm can choose the weights of combined forecasting model effectually.

Modified differential evolution algorithm for semi-supervised fuzzy clustering

2009 ◽  
Vol 29 (4) ◽  
pp. 1046-1047
Author(s):  
Song-shun ZHANG ◽  
Chao-feng LI ◽  
Xiao-jun WU ◽  
Cui-fang GAO
Keyword(s):  
Differential Evolution ◽  
Fuzzy Clustering ◽  
Differential Evolution Algorithm ◽  
Evolution Algorithm

Parameter Estimation By Using An Improved Bee Memory Differential Evolution Algorithm (Ibmde) To Simulate Biochemical Pathways

2013 ◽  
Vol 8 (999) ◽  
pp. 1-6
Author(s):  
Chuii Khim Chong ◽  
Mohd Saberi Mohamad ◽  
Safaai Deris ◽  
Mohd Shahir Shamsir ◽  
Lian En Chai ◽  
...  
Keyword(s):  
Parameter Estimation ◽  
Differential Evolution ◽  
Differential Evolution Algorithm ◽  
Biochemical Pathways ◽  
Evolution Algorithm
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