Optimal design of building environment with hybrid genetic algorithm, artificial neural network, multivariate regression analysis and fuzzy logic controller

2020 ◽  
Vol 175 ◽  
pp. 106810 ◽  
Author(s):  
Tianhu Zhang ◽  
Yuanjun Liu ◽  
Yandi Rao ◽  
Xiaopeng Li ◽  
Qingxin Zhao
Keyword(s):  
Neural Network ◽  
Genetic Algorithm ◽  
Artificial Neural Network ◽  
Fuzzy Logic ◽  
Regression Analysis ◽  
Optimal Design ◽  
Multivariate Regression ◽  
Fuzzy Logic Controller ◽  
Hybrid Genetic Algorithm ◽  
Multivariate Regression Analysis

scholarly journals The conceptual model of neuro-fuzzy regulation of the microclimate in the room

2018 ◽  
Vol 251 ◽  
pp. 03020
Author(s):  
Andrey Karpenko ◽  
Irina Petrova
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Fuzzy Logic ◽  
Thermal Comfort ◽  
Conceptual Model ◽  
Fuzzy Logic Controller ◽  
Comfort Index ◽  
Neuro Fuzzy ◽  
Proposed Model ◽  
Artificial Neural

The purpose of this study is to develop a model of neuro-fuzzy regulation of the microclimate in the room. The proposed model consists of an artificial neural network serving to form a comfort index PMV, a fuzzy logic controller for regulating temperature and humidity in the room. This approach makes it easy to manage these parameters through an estimate of the PMV index, which indicates the level of thermal comfort in the room.

Prediction of soil wind erodibility using a hybrid Genetic algorithm – Artificial neural network method

CATENA ◽  
2020 ◽  
Vol 187 ◽  
pp. 104315 ◽  
Author(s):  
I. Kouchami-Sardoo ◽  
H. Shirani ◽  
I. Esfandiarpour-Boroujeni ◽  
A.A. Besalatpour ◽  
M.A. Hajabbasi
Keyword(s):  
Neural Network ◽  
Genetic Algorithm ◽  
Artificial Neural Network ◽  
Hybrid Genetic Algorithm ◽  
Neural Network Method ◽  
Network Method ◽  
Artificial Neural Network Method ◽  
Artificial Neural
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