Application of artificial neural network and genetic algorithm to modeling and optimization of removal of methylene blue using activated carbon

H Karimi, M Ghaedi - Journal of Industrial and Engineering Chemistry, 2014 - Elsevier
… Recently, genetic algorithms (GA) efficiently used for solving … The genetic algorithm is
applicable to solve a variety of … approaches namely genetic algorithm and assemble ANN. …

Modeling the adsorption of phenols and nitrophenols by activated carbon using genetic programming

Z Emigdio, M Abatal, A Bassam, L Trujillo… - Journal of cleaner …, 2017 - Elsevier
… On the other hand, most EAs, such as genetic algorithms, focus on function optimization. In
the case of modeling, while a genetic algorithm or other similar EAs can be used to optimize …

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

M Ghaedi, E Shojaeipour, AM Ghaedi… - Spectrochimica Acta Part …, 2015 - Elsevier
… We used a genetic algorithm for optimization of adsorption process. … , commercially available
activated carbons are expensive that associated with preparation of activated carbon from …

… composite design and genetic algorithm applied for the optimization of ultrasonic-assisted removal of malachite green by ZnO Nanorod-loaded activated carbon

M Ghaedi, FN Azad, K Dashtian, S Hajati… - … Acta Part A: Molecular …, 2016 - Elsevier
… We used from genetic algorithm coupled whit the CCD for … Genetic algorithm is a randomly
global search and an … is satisfied, while the genetic algorithm explores all regions of the …

… municipal wastewater: The removal of biological oxygen demand and chemical oxygen demand by various levels of geranular activated carbon-and genetic algorithm …

S Zahmatkesh, F Gholian-Jouybari, JJ Klemeš… - Journal of Cleaner …, 2023 - Elsevier
… (genetic algorithms) were designed to determine the sustainability and optimize the performance
of municipal wastewater and activated carbon … on the ANN (genetic algorithms) models …

… component analysis-artificial neural network and genetic algorithm optimization for removal of reactive orange 12 by copper sulfide nanoparticles-activated carbon

M Ghaedi, AM Ghaedi, F Abdi, M Roosta… - Journal of Industrial and …, 2014 - Elsevier
In this study a green approach described for the synthesis of copper sulfide nanoparticles
loaded on activated carbon (CuS-NP-AC) and usability of it for the removal of reactive orange …

… -adaptive neuro-fuzzy inference system modeling and genetic algorithm optimization of adsorption of methylene blue by activated carbon derived from Pistacia khinjuk

M Ghaedi, AM Ghaedi, F Abdi, M Roosta… - Ecotoxicology and …, 2013 - Elsevier
… In the present study, activated carbon (AC) simply derived from … and genetic algorithm
optimization have been used for prediction of adsorption of methylene blue using activated carbon

Prediction and optimization model of activated carbon double layer capacitors based on improved heuristic approach genetic algorithm neural network

Z Yang, Y Lin, X Gu, X Liang - Engineering Computations, 2018 - emerald.com
… structure and properties of activated carbon electrode material by … genetic algorithm (HAGA)
neural network. In this paper, the predicting pore structure model of activated carbon EDLCs …

… neural network-genetic algorithm based optimization for the adsorption of phenol red (PR) onto gold and titanium dioxide nanoparticles loaded on activated carbon

M Ghaedi, A Daneshfar, A Ahmadi… - Journal of Industrial and …, 2015 - Elsevier
… The Matlab R20011a genetic algorithm toolbox has been applied for GA processes with
100 generation, population size of 100 with scattered crossover function of 0.8 based on rank …

Ultrasound-assisted removal of Al 3+ ions and Alizarin red S by activated carbon engrafted with Ag nanoparticles: central composite design and genetic algorithm …

M Jamshidi, M Ghaedi, K Dashtian, S Hajati… - RSC …, 2015 - pubs.rsc.org
… In this study, activated carbon engrafted with Ag nanoparticles (Ag-NPs–AC) was prepared
… a desirability function approach (DFA) and genetic algorithm (GA). The isotherm models for …