Optimization of process design problems using differential evolution algorithm
Other Title(s)
تحقيق الحل الأمثل لمشاكل تصميم العمليات باستخدام منهاج النمو التفاضلي المعدل
Joint Authors
Gujarathi, A. M.
Wakiil Najad, Allam Rida
Watani, Mustafa
Source
The Journal of Engineering Research
Issue
Vol. 13, Issue 1 (31 Jan. 2016), pp.89-102, 14 p.
Publisher
Sultan Qaboos University College of Engineering
Publication Date
2016-01-31
Country of Publication
Oman
No. of Pages
14
Main Subjects
Topics
- Problem solving
- Operations research
- Mathematical models
- Mathematical analysis
- Algorithms
- Simulation methods
- Chemical equilibrium
- Computer software
- Quality assurance
Abstract EN
A modified differential evolution algorithm (MDE) has been used for solving different process related design problems (namely calculation of the Non-Random-Two-Liquid NRTL and Two-Suffix Margules activity coefficient models parameters in 20 ternary extraction systems including different ionic liquids and reactor network design problem).
The obtained results, in terms of root mean square deviations (rmsd) for these models are satisfactory, with the overall values of 0.0023 and 0.0170 for 169 tie-lines for NRTL and Two-Suffix Margules models, respectively.
The results showed that the MDE algorithm results in better solutions compared to the previous work based on genetic algorithm (GA) for correlating liquidliquid equilibrium (LLE) data in these systems.
MDE also outperformed DE algorithm when tested on reactor network design problem with respect to convergence and speed
American Psychological Association (APA)
Gujarathi, A. M.& Wakiil Najad, Allam Rida& Watani, Mustafa. 2016. Optimization of process design problems using differential evolution algorithm. The Journal of Engineering Research،Vol. 13, no. 1, pp.89-102.
https://search.emarefa.net/detail/BIM-689061
Modern Language Association (MLA)
Gujarathi, A. M.…[et al.]. Optimization of process design problems using differential evolution algorithm. The Journal of Engineering Research Vol. 13, no. 1 (Jan. 2016), pp.89-102.
https://search.emarefa.net/detail/BIM-689061
American Medical Association (AMA)
Gujarathi, A. M.& Wakiil Najad, Allam Rida& Watani, Mustafa. Optimization of process design problems using differential evolution algorithm. The Journal of Engineering Research. 2016. Vol. 13, no. 1, pp.89-102.
https://search.emarefa.net/detail/BIM-689061
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 100-102
Record ID
BIM-689061