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A Novel Initial Solution Generation Procedure for Toc- based Product Mix Problem Heuristics | ||
| Advances in Industrial Engineering | ||
| مقاله 7، دوره 46، شماره 2 - شماره پیاپی 1474246، دی 2012، صفحه 195-204 اصل مقاله (343.03 K) | ||
| شناسه دیجیتال (DOI): 10.22059/jieng.2012.30562 | ||
| نویسندگان | ||
| H. Rafiei؛ S. A. Torabi | ||
| چکیده | ||
| This paper deals with the product mix problem using the concept of Theory Of Constraints (TOC). Theory of constraints is one of the most efficient approaches which have been applied to solve the product mix problem heuristically. Although there are numerous heuristic and meta-heuristics to solve this problem, finding the optimal solution in a reasonable time is still a challenging issue. In this paper, a novel procedure inspired by multi-agent decision making concepts, is developed to generate better initial solutions upon which the existing TOC-based product mix algorithms can reach solutions with better quality. The superiority of the proposed procedure is validated by two existing algorithms through a well-known problem instance in the body of literature. | ||
| کلیدواژه‌ها | ||
| Heuristic algorithms؛ Initial solution generation؛ Multi-agent decision-making؛ Product mix problem؛ Theory of constraints | ||
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آمار تعداد مشاهده مقاله: 2,986 تعداد دریافت فایل اصل مقاله: 5,534 |
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