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Optimization enhanced genetic algorithm-support vector regression for the prediction of compound retention indices in gas chromatography.
Jun Zhang
Chun-Hou Zheng
Yi Xia
Bing Wang
Peng Chen
Published in:
Neurocomputing (2017)
Keyphrases
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support vector regression
genetic algorithm
parameter optimization
optimization method
forecasting accuracy
prediction model
regression model
load forecasting
response surface methodology
optimal parameters
support vector
hybrid model
optimization algorithm
extreme learning machine
global search
evolution strategy
genetic search
multi objective
kernel function
support vector machine svm
forecasting model
support vector classification
neural network
genetic programming
simulated annealing
fuzzy logic
long term
genetic algorithm ga
fitness function
support vector machine
evolutionary algorithm
artificial neural networks
autoregressive conditional heteroscedasticity
linear regression model
hybrid genetic
training data
data sets
singular spectrum analysis