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A New Algorithm for Constructing the Pareto Front of
Bi-objective Optimization Problems
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مهرداد غزنوی    ، محبوبه آبخیزی |
| Shahrood University of Technology ، ghaznavi@shahroodut.ac.ir |
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چکیده: (7834 مشاهده) |
| Here, scalarization techniques for multi-objective optimization problems are addressed. A new scalarization approach, called unified Pascoletti-Serafini approach, is utilized and a new algorithm to construct the Pareto front of a given bi-objective optimization problem is formulated. It is shown that we can restrict the parameters of the scalarized problem. The computed efficient points provide a nearly equidistant approximation of the whole Pareto front. The performance of the proposed algorithm is illustrated by various test problems and its effectiveness with respect to some existing methods is shown. |
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متن کامل [PDF 750 kb]
(9717 دریافت)
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نوع مطالعه: پژوهشی |
موضوع مقاله:
Mathematical Modeling and Applications of OR
دریافت: 1398/4/19 | پذیرش: 1398/7/9 | انتشار: 1398/9/25
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