A hybrid model of support vector regression with genetic algorithm for forecasting adsorption of malachite green onto multi-walled carbon nanotubes: central composite design optimization-Reference-Cited by-同舟云学术

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

Published:2016 Issue:19 Volume:18 Page:13310-13321
ISSN:1463-9076
Container-title:Physical Chemistry Chemical Physics
language:en
Short-container-title:Phys. Chem. Chem. Phys.

Author:

Ghaedi M.¹²³⁴,Dashtian K.¹²³⁴,Ghaedi A. M.⁵⁶⁷⁸⁴,Dehghanian N.¹⁹¹⁰⁴

Affiliation:

1. Chemistry Department

2. Yasouj University

3. Yasouj 75914-35

4. Iran

5. Department of Chemistry

6. Gachsaran Branch

7. Islamic Azad University

8. Gachsaran

9. Payamnoor University

10. Tehran

Abstract

The aim of this work is the study of the predictive ability of a hybrid model of support vector regression with genetic algorithm optimization (GA–SVR) for the adsorption of malachite green (MG) onto multi-walled carbon nanotubes (MWCNTs).

Publisher

Royal Society of Chemistry (RSC)

Subject

Physical and Theoretical Chemistry,General Physics and Astronomy

Link

http://pubs.rsc.org/en/content/articlepdf/2016/CP/C6CP01531J

Reference57 articles.

1. Visible light and Fe(III)-mediated degradation of Acid Orange 7 in the absence of H2O2

2. Carbon Nanotubes: A Review of Chemistry Principles and Reactions

3. Performance of MWCNTs and a low-cost adsorbent for Chromium(VI) ion removal

4. Ternary dye adsorption onto MnO2 nanoparticle-loaded activated carbon: derivative spectrophotometry and modeling

5. The effect of nano-sized calcium carbonate on thermodynamic parameters of HDPE

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