A novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic Programming evolutionary algorithm

A novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic... •GP was used to model RF and NPV as a function of several important variables.•10-fold cross validation were employed to check the models overfitting.•Simultaneous optimization was performed on both models using Design Expert software.•Importance of all variables on both RF and NPV were investigated. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Fuel Elsevier

A novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic Programming evolutionary algorithm

Loading next page...
 
/lp/elsevier/a-novel-approach-for-modeling-and-optimization-of-surfactant-polymer-LMUHHAck55
Publisher
Elsevier
Copyright
Copyright © 2016 Elsevier Ltd
ISSN
0016-2361
D.O.I.
10.1016/j.fuel.2016.03.095
Publisher site
See Article on Publisher Site

Abstract

•GP was used to model RF and NPV as a function of several important variables.•10-fold cross validation were employed to check the models overfitting.•Simultaneous optimization was performed on both models using Design Expert software.•Importance of all variables on both RF and NPV were investigated.

Journal

FuelElsevier

Published: Sep 1, 2016

References

  • Surfactants and their applications
    Schramm, L.L.; Stasiuk, E.N.; Marangoni, D.G.
  • A compositional simulator for modeling surfactant enhanced aquifer remediation, 1 formulation
    Delshad, M.; Pope, G.A.; Sepehrnoori, K.
  • Response Surface Methodology (RSM) as a tool for optimization in analytical chemistry
    Bezerra, M.A.; Santelli, R.E.; Oliveira, E.P.; Villar, L.S.; Escaleira, L.A.
  • Cross-validation for selecting a model selection procedure
    Zhang, Y.; Yang, Y.J.

You’re reading a free preview. Subscribe to read the entire article.


DeepDyve is your
personal research library

It’s your single place to instantly
discover and read the research
that matters to you.

Enjoy affordable access to
over 18 million articles from more than
15,000 peer-reviewed journals.

All for just $49/month

Explore the DeepDyve Library

Search

Query the DeepDyve database, plus search all of PubMed and Google Scholar seamlessly

Organize

Save any article or search result from DeepDyve, PubMed, and Google Scholar... all in one place.

Access

Get unlimited, online access to over 18 million full-text articles from more than 15,000 scientific journals.

Your journals are on DeepDyve

Read from thousands of the leading scholarly journals from SpringerNature, Elsevier, Wiley-Blackwell, Oxford University Press and more.

All the latest content is available, no embargo periods.

See the journals in your area

DeepDyve

Freelancer

DeepDyve

Pro

Price

FREE

$49/month
$360/year

Save searches from
Google Scholar,
PubMed

Create lists to
organize your research

Export lists, citations

Read DeepDyve articles

Abstract access only

Unlimited access to over
18 million full-text articles

Print

20 pages / month

PDF Discount

20% off