Artificial neural network-genetic algorithm based optimization for the adsorption of methylene blue and brilliant green from aqueous solution by graphite oxide …

M Ghaedi, N Zeinali, AM Ghaedi, M Teimuori… - … Acta Part A: Molecular …, 2014 - Elsevier
In this study, graphite oxide (GO) nano according to Hummers method was synthesized and
subsequently was used for the removal of methylene blue (MB) and brilliant green (BG). The …

Optimization of a three-bed adsorption chiller by genetic algorithms and neural networks

J Krzywanski, K Grabowska, F Herman, P Pyrka… - Energy Conversion and …, 2017 - Elsevier
… is subject to optimize by the genetic algorithms methods. The … Using a genetic algorithm
optimization in the first stage allows … Since the genetic algorithm evolves a randomly generated …

Principal component analysis-adaptive neuro-fuzzy inference system modeling and genetic algorithm optimization of adsorption of methylene blue by activated carbon …

M Ghaedi, AM Ghaedi, F Abdi, M Roosta… - Ecotoxicology and …, 2013 - Elsevier
… kinetic models and it was found that adsorption follow the pseudo-second-order kinetic … data
and genetic algorithm optimization have been used for prediction of adsorption of methylene …

Multi-objective genetic algorithm optimization with an artificial neural network for CO2/CH4 adsorption prediction in metal–organic framework

F Yulia, I Chairina, A Zulys - Thermal Science and Engineering Progress, 2021 - Elsevier
… in predicting CO 2 adsorption performance but are difficult to … gas adsorption performance,
and the heat of adsorption were … Optimization is conducted using the multiobjective genetic

Adsorption of Triamterene on multi-walled and single-walled carbon nanotubes: Artificial neural network modeling and genetic algorithm optimization

AM Ghaedi, M Ghaedi, AR Pouranfard, A Ansari… - Journal of Molecular …, 2016 - Elsevier
… variables were optimized using genetic algorithm (GA). The adsorption equilibrium and …
The maximum adsorption capacity of SWCNT and MWCNTs for the removal of Triamterene …

… kinetics study of malachite green adsorption onto copper nanowires loaded on activated carbon: Artificial neural network modeling and genetic algorithm optimization

M Ghaedi, E Shojaeipour, AM Ghaedi… - Spectrochimica Acta Part …, 2015 - Elsevier
… We used a genetic algorithm for optimization of adsorption … ANN application for the prediction
of MG adsorption onto Cu-NW-AC. … (MLR) model and genetic algorithm (GA) was applied to …

Genetic algorithm optimized artificial neural network models of single-and multi-component gas adsorption isotherms for hydrogen purification

C Li, F Ye, R Chahine, T Yang, J Xiao - International Journal of Hydrogen …, 2024 - Elsevier
Genetic algorithm (GA) can be used to find the optimal … global optimization evolutionary
algorithm. Therefore, the initial weights and biases of the ANN optimized by the genetic algorithm

A multi-objective genetic algorithm for the design of pressure swing adsorption

G Fiandaca, ES Fraga, S Brandani - Engineering Optimization, 2009 - Taylor & Francis
Pressure Swing Adsorption (PSA) is a cyclic separation process, with advantages over
other separation options for middle-scale processes. Automated tools for the design of PSA …

Implementation of AdaBoost and genetic algorithm machine learning models in prediction of adsorption capacity of nanocomposite materials

LI Weidong, MK Suhayb, L Thangavelu… - Journal of Molecular …, 2022 - Elsevier
… , the parameters of which are optimized by GA (Genetic Algorithm). In the following, we will
introduce Adaboost, these three models and GA algorithm that constitute the elements of this …

… vector regression with genetic algorithm for forecasting adsorption of malachite green onto multi-walled carbon nanotubes: central composite design optimization

M Ghaedi, K Dashtian, AM Ghaedi… - Physical Chemistry …, 2016 - pubs.rsc.org
… with genetic algorithm optimization (GA–SVR) for the adsorption … the Langmuir model with a
maximum adsorption capacity of 62.11–… The adsorption obeys the pseudo-second-order rate …