Multi Objective Optimization Techniques And Applications In Chemical Engineering Pdf
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- Multi-objective optimization
- Application of Multiobjective Optimization in Chemical Engineering Design and Operation
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Multi-objective optimization also known as multi-objective programming , vector optimization , multicriteria optimization , multiattribute optimization or Pareto optimization is an area of multiple criteria decision making that is concerned with mathematical optimization problems involving more than one objective function to be optimized simultaneously.
Associated with the design of a value system having inherently multi-attributed nature, this paper describes an integrated multi-objective optimization incorporated with meta-modeling. It aims eventually at developing a user-adaptive system toward flexible integrated product optimization of articraft. From this viewpoint, we present a design method for multi-objective optimization MOP in terms of computational intelligence.
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Application of Multiobjective Optimization in Chemical Engineering Design and Operation
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Box Tehran, I. Sadi, M. Maryam Sadi; Bahram Dabir. Toggle navigation. A Multi-objective optimization procedure has been developed to determine some kinetic parameters of free radical polymerization of vinyl acetate based on genetic algorithm. For this purpose, mathematical modeling of free radical polymerization of vinyl acetate is carried out first and then selected kinetic parameters are optimized by minimizing objective functions defined from comparing experimental data and mathematical modeling outcomes. A ranking procedure is applied to classification of solutions, and a Pareto optimal set filter is used to preserve the non-dominated solutions on the basis of Pareto optimality definition.
These metrics are regularly updated to reflect usage leading up to the last few days. Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts. The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric. Find more information on the Altmetric Attention Score and how the score is calculated. Optimization in chemical engineering often involves two or more objectives, which are conflicting.
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Engineering optimization can be classified by the number of objectives: either single-objective optimization SOO or multi-objective optimization MOO. The SOO approach has a longer history. Essentially, it is based on the formulation of a unified function that represents the overall effect.
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