کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
552400 873221 2008 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multi-objective simulation optimization through search heuristics and relational database analysis
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Multi-objective simulation optimization through search heuristics and relational database analysis
چکیده انگلیسی

The SimMOp framework for generating solutions to simulation optimization problems containing multiple objectives is presented. The complexity within this subject is the conflicting multiple stochastic outputs whose estimates are only available through simulation. The framework combines a simulation model, a non-exhaustive heuristic search algorithm with an embedded multi-objective optimization technique, and database technologies to generate a set of good quality solutions. The goodness of solutions is measured from a multi-objective and stochastic perspective through analysis after the search phase of the methodology. The methodology has been tested using a discrete-event simulation model based on inventory theory.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 46, Issue 1, December 2008, Pages 277–286
نویسندگان
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