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Resource Constrained Project Scheduling with Material Ordering: Two Hybridized Meta-Heuristic Approaches

عنوان مقاله: Resource Constrained Project Scheduling with Material Ordering: Two Hybridized Meta-Heuristic Approaches
شناسه ملی مقاله: JR_IJE-28-6_010
منتشر شده در شماره 6 دوره 28 فصل June در سال 1394
مشخصات نویسندگان مقاله:

N Zoraghi - Faculty of Industrial and Mechanical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
A.A Najafi - Department of Industrial Engineering, K.N. Toosi University of Technology, Tehran, Iran
S.T.A Niaki - Department of Industrial Engineering, Sharif University of Technology, Tehran, Iran

خلاصه مقاله:
Resource constrained project scheduling problem (RCPSP) is mainly investigated with the objective of either minimizing project makespan or maximizing project net present value. However, when material planning plays a key role in a project, the existing models cannot help determining material orderingplans to minimize material costs. In this paper, the RCPSP incorporated with the material ordering problem is first formulated into a NP-hard optimization model. Then, two hybridized meta-heuristicalgorithms are proposed to solve the integrated problem. In addition, statistical methods are employedto tune the parameters of both algorithms. Finally, computational results for a set of test problems taken from the project scheduling problem library (PSPLIB) are presented

کلمات کلیدی:
Project Scheduling , Material Ordering , Resource Constraint , Hybrid Meta-Heuristic Algorithm , Taguchi Design

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/406367/