کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
381102 1437487 2009 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A multi-agent-based approach for personnel scheduling in assembly centers
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A multi-agent-based approach for personnel scheduling in assembly centers
چکیده انگلیسی

This paper presents a multi-agent-based approach for personnel scheduling problems in the context of a paced multi-product assembly center. Our purpose is to elaborate daily assignment of employees to workstations in order to minimize simultaneously the operational costs and personnel dissatisfactions. The proposed approach considers the individual competencies, mobility and preferences of each employee, as well as the personnel and competency requirements associated with each assembly activity given both the current master assembly schedule and the line balancing for each product. To benchmark the performance of the multi-agent approach, we use optimal solutions obtained through a linear programming model resolution using a commercial solver. Experimental results show that our multi-agent approach can produce high-quality and efficient solutions in a short computational time.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering Applications of Artificial Intelligence - Volume 22, Issue 7, October 2009, Pages 1080–1088
نویسندگان
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