Removal of methylene blue (aq) using untreated and acid‐treated eucalyptus leaves and GAANN modelling

K Ghosh, N Bar, AB Biswas… - The Canadian Journal of …, 2019 - Wiley Online Library
methylene blue (… methylene blue using a genetic algorithm (GA) from the data collected
from the experiment has also been tested. The results related to the prediction using the GA-ANN

Removal of methylene blue by H3PO4Treated eucalyptus leaves: Study of fixed bed column and GA-ANN modeling

K Ghosh, N Bar, AB Biswas, SK Das - Sustainable Chemistry and Pharmacy, 2022 - Elsevier
… This investigation aims to implement the fixed bed column method to eliminate methylene blue
(MB) by H 3 PO 4 treated eucalyptus … The applicability of GA-ANN modeling is also tested. …

The development of an artificial neural network–genetic algorithm model (ANN-GA) for the adsorption and photocatalysis of methylene blue on a novel sulfur–nitrogen …

RM Kakhki, M Mohammadpoor, R Faridi, M Bahadori - RSC advances, 2020 - pubs.rsc.org
… for the removal of methylene blue. The experimental conditions … A three-layer artificial
neural network (ANN) model was … of neurons, the ANN parameters were optimized using the …

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
… and subsequently was used for the removal of methylene blue (MB) and brilliant green (BG). …
A GA program was utilized to optimize the adsorption process, while recently the ANN-GA

Modeling and optimization of methylene blue adsorption from aqueous solution by pumice based on RSM-CCD and ANN-GA methods.

G Asgari, M Darvishmotevalli, A Beheshti, M Salari - 2021 - cabidigitallibrary.org
… as an adsorbent in removing methylene blue (MB) from … -CCD) and artificial neural
network-genetic algorithm (ANN-GA). … by RSM-CCD and ANN-GA methods. A spectrophotometer …

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
… (GA) for the optimization of effective variables. The adsorption kinetics was modeled via the
trained ANN … Following application of hybrid ANN-GA under the optimal operating conditions, …

… design, least squares-support vector machine (LS-SVM) and artificial neural network (ANN) methods for modeling the facilitated adsorption of methylene blue dye

A Asfaram, M Ghaedi, MHA Azqhandi, A Goudarzi… - RSC …, 2016 - pubs.rsc.org
… 0.9978 for the LS-SVM, ANN and CCD models, respectively. In … using the LS-SVM, ANN and
multiple linear regression (MLR) … (DF) and genetic algorithm (GA) approaches. The obtained …

[HTML][HTML] Modeling of adsorption of methylene blue dye on Ho-CaWO4 nanoparticles using response surface methodology (RSM) and artificial neural network (ANN) …

CA Igwegbe, L Mohmmadi, S Ahmadi, A Rahdar… - MethodsX, 2019 - Elsevier
… The purpose of this study is to optimize the adsorptive removal of Methylene Blue dye on
Ho-… The performance and capability of the RSM and ANN for predicting the output responses …

Combination of artificial neural network and genetic algorithm method for modeling of methylene blue adsorption onto wood sawdust from water samples

M Khajeh, A Sarafraz-Yazdi… - … and industrial health, 2016 - journals.sagepub.com
… model based on ANN technique for the prediction of percentage of extraction of MB, (ii) to
optimize the percentage of extraction of MB using combination of ANN and GA methods, and (…

Modelling and optimization for methylene blue adsorption using graphene oxide/chitosan composites via artificial neural network-particle swarm optimization

GK Khiam, RR Karri, NM Mubarak, M Khalid… - Materials Today …, 2022 - Elsevier
ANN needs no introduction, and it has been extensively used in all fields of engineering …
years, ANN is integrated with hybrid evolutionary techniques like a genetic algorithm (GA) [30], …