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Application of Heuristic and Metaheuristic Algorithms in Solving Constrained Weber Problem with Feasible Region Bounded by Arcs
المؤلفون المشاركون
Kazakovtsev, Lev A.
Stojanović, Igor
Zdravev, Zoran
Brajević, Ivona
Stanimirović, Predrag S.
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-06-14
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
The continuous planar facility location problem with the connected region of feasible solutions bounded by arcs is a particular case of the constrained Weber problem.
This problem is a continuous optimization problem which has a nonconvex feasible set of constraints.
This paper suggests appropriate modifications of four metaheuristic algorithms which are defined with the aim of solving this type of nonconvex optimization problems.
Also, a comparison of these algorithms to each other as well as to the heuristic algorithm is presented.
The artificial bee colony algorithm, firefly algorithm, and their recently proposed improved versions for constrained optimization are appropriately modified and applied to the case study.
The heuristic algorithm based on modified Weiszfeld procedure is also implemented for the purpose of comparison with the metaheuristic approaches.
Obtained numerical results show that metaheuristic algorithms can be successfully applied to solve the instances of this problem of up to 500 constraints.
Among these four algorithms, the improved version of artificial bee algorithm is the most efficient with respect to the quality of the solution, robustness, and the computational efficiency.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Stojanović, Igor& Brajević, Ivona& Stanimirović, Predrag S.& Kazakovtsev, Lev A.& Zdravev, Zoran. 2017. Application of Heuristic and Metaheuristic Algorithms in Solving Constrained Weber Problem with Feasible Region Bounded by Arcs. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1192300
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Stojanović, Igor…[et al.]. Application of Heuristic and Metaheuristic Algorithms in Solving Constrained Weber Problem with Feasible Region Bounded by Arcs. Mathematical Problems in Engineering No. 2017 (2017), pp.1-13.
https://search.emarefa.net/detail/BIM-1192300
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Stojanović, Igor& Brajević, Ivona& Stanimirović, Predrag S.& Kazakovtsev, Lev A.& Zdravev, Zoran. Application of Heuristic and Metaheuristic Algorithms in Solving Constrained Weber Problem with Feasible Region Bounded by Arcs. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1192300
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1192300
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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