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. …

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 …

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
… adsorbent with abundant of source to remove methylene blue (MB) from water samples. …
The optimum operating condition was then determined by genetic algorithm method. The …

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

RM Kakhki, M Mohammadpoor, R Faridi, M Bahadori - RSC advances, 2020 - pubs.rsc.org
… The as-synthesized nanoparticles showed high efficiency for the removal of methylene blue.
… , the ANN parameters were optimized using the genetic algorithm (GA). The final model …

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
Genetic algorithm (GA) utilize random search (evolutionary algorithms) for optimization of
a … and optimization using genetic algorithm for adsorption of methylene blue by activated …

Artificial Neural Network for predicting biosorption of methylene blue by Spirulina sp.

MT Garza-González, MM Alcalá-Rodríguez… - Water Science and …, 2011 - iwaponline.com
… this research, the genetic algorithm was better than the anneal algorithm to predict both the
… optimised architecture was built with the genetic algorithm including three input neurons and …

Fast and effective methylene blue adsorption onto graphene oxide/amberlite nanocomposite: Evaluation and comparison of optimization techniques

Z Ciğeroğlu, G Küçükyıldız, A Haşimoğlu… - Korean Journal of …, 2020 - Springer
… ing on the methods since the genetic algorithm is a heuristic optimization technique. … algorithm
cycle for the same optimization problem. Similarly, in this study, the genetic algorithm was …

… 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
… (ZnS-NPs-AC) for the adsorption of methylene blue (MB) from aqueous solutions. The properties
of … with desirability function (DF) and genetic algorithm (GA) approaches. The obtained …

… methylene blue dye from aqueous solution by chitosan‐nSiO2 nanocomposite: Adsorption and desorption study, scale‐up design, statistical, and genetic algorithm …

S Bhattacharya, N Bar, B Rajbansi… - … Progress & Sustainable …, 2024 - Wiley Online Library
… to nSiO 2 and its application in the methylene blue (MB) dye adsorption. The nanocomposites
… So, the efficient employment of statistical modeling, and genetic algorithms has also been …

Developing supervised models for estimating methylene blue removal by silver nanoparticles

MJ Lariche, S Soltani, H Davoudi Nezhad… - Energy Sources, Part …, 2020 - Taylor & Francis
… main objective of current paper is selected to propose LSSVM algorithm joint with PSO and
GA (genetic algorithm) for the estimation of MB extraction percentage by silver nanoparticles. …