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Optimal Solutions of Multiproduct Batch Chemical Process Using Multiobjective Genetic Algorithm with Expert Decision System
Joint Authors
Khellaf, Abdelhafid
Mokeddem, Diab
Source
Journal of Analytical Methods in Chemistry
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-04-09
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Optimal design problem are widely known by their multiple performance measures that are often competing with each other.
In this paper, an optimal multiproduct batch chemical plant design is presented.
The design is firstly formulated as a multiobjective optimization problem, to be solved using the well suited non dominating sorting genetic algorithm (NSGA-II).
The NSGA-II have capability to achieve fine tuning of variables in determining a set of non dominating solutions distributed along the Pareto front in a single run of the algorithm.
The NSGA-II ability to identify a set of optimal solutions provides the decision-maker DM with a complete picture of the optimal solution space to gain better and appropriate choices.
Then an outranking with PROMETHEE II helps the decision-maker to finalize the selection of a best compromise.
The effectiveness of NSGA-II method with multiojective optimization problem is illustrated through two carefully referenced examples.
American Psychological Association (APA)
Mokeddem, Diab& Khellaf, Abdelhafid. 2009. Optimal Solutions of Multiproduct Batch Chemical Process Using Multiobjective Genetic Algorithm with Expert Decision System. Journal of Analytical Methods in Chemistry،Vol. 2009, no. 2009, pp.1-9.
https://search.emarefa.net/detail/BIM-988561
Modern Language Association (MLA)
Mokeddem, Diab& Khellaf, Abdelhafid. Optimal Solutions of Multiproduct Batch Chemical Process Using Multiobjective Genetic Algorithm with Expert Decision System. Journal of Analytical Methods in Chemistry No. 2009 (2009), pp.1-9.
https://search.emarefa.net/detail/BIM-988561
American Medical Association (AMA)
Mokeddem, Diab& Khellaf, Abdelhafid. Optimal Solutions of Multiproduct Batch Chemical Process Using Multiobjective Genetic Algorithm with Expert Decision System. Journal of Analytical Methods in Chemistry. 2009. Vol. 2009, no. 2009, pp.1-9.
https://search.emarefa.net/detail/BIM-988561
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-988561