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An Active-Set Line-Search Algorithm for Solving Multi-Objective Transportation Problem

المصدر: مجلة التربوي
الناشر: جامعة المرقب - كلية التربية بالخمس
المؤلف الرئيسي: Haribash, Ebtisam Ali (Author)
مؤلفين آخرين: Abd El-Mwla, A. A. H. (Co-Author)
المجلد/العدد: ع20
محكمة: نعم
الدولة: ليبيا
التاريخ الميلادي: 2022
الشهر: يناير
الصفحات: 107 - 128
ISSN: 2011-421X
رقم MD: 1249240
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: EduSearch
مواضيع:
كلمات المؤلف المفتاحية:
Multi-Objective Transportation Problem | Line-Search | Weighting Approach
رابط المحتوى:
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المستخلص: In this paper, an algorithm is proposed to solve multi-objective transportation (MOT) problem, where the MOT problem converting to a single-objective constrained optimization (SOCO) problem by using weighted method. In the proposed algorithm an active set strategy is used together with multiplier method to transform SOCO problem to unconstrained optimization problem and we used an active-set line-search algorithm to solve it. In this work, the effect of changing weights on MOT problem is studied to show the degree of satisfaction of each objective. We also make a comparative study between our proposed approach and different approaches treated the multi-objective transportation problem before. The proposed approach is carried out on two multi-objective transportation test problems.

ISSN: 2011-421X

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