کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
382594 660772 2013 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A multi-objective approach to the application of real-world production scheduling
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A multi-objective approach to the application of real-world production scheduling
چکیده انگلیسی


• We optimize real-world-industrial production scheduling.
• A memetic multicriteria metaheuristics is applied to the optimization problem.
• We lay out an efficient presentation of multiobjective results for expert’s support.
• Proposed visualization of multiobjective results enables flexible decision-making.

An initiative was introduced in one of the production facilities of Germany’s E.G.O. Group in order to enhance its SAP information system with a custom-made application for production-scheduling optimization. The goal of the optimization is to find a production schedule that satisfies different, contradictory production and business constraints. We show the challenges faced in the application of the multi-objective optimization approach, which is gaining influence in the management of production scheduling. We implement a memetic version of the Indicator-Based Evolutionary Algorithm with customized reproduction operators and local search procedures to find a set of feasible, non-dominated solutions. Such a memetic algorithm was applied to two real order lists from the production company. Additionally, we also lay out an efficient presentation of the multi-objective results for an expert’s support in decision making. This provides the management with the possibility to gain additional insights into how the production schedule dynamically reacts to changes in the decision criteria. We show that the multi-objective approach is able to find high-quality solutions, which enables flexibility when it comes to quickly adapting to specific business conditions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 40, Issue 15, 1 November 2013, Pages 5839–5853
نویسندگان
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