課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
---|---|---|---|---|
4805025 | 計量運籌管理 | Quantitative Logistic | 3.0 | 3 |
中文概述 Chinese Description | 本課程旨在探討最近發展之確定性與啟發式最佳化方法,如線性規劃、非線性規劃、整數規劃方法、模擬退火法、各種類神經網路、基因演算法及塔布搜尋等方法,運用各種演算法與數量方法以最有效率方式求得全域最佳解,以解決運籌管理方面的各種問題。此外,相關文獻會深入討論,也會探討各種應用領域與介紹商業套裝軟體如何求解實際之應用問題。 | |||
英文概述 English Description | The purpose of this course is to study some new optimization methods, like simulated neural networks, genetic algorithm, Tabu search, linear programming, nonlinear programming, and integer programming etc. Various heuristic algorithms and mathematic programming methods are utilized to solve practical optimization problems for finding the global optimum effectively. Moreover, the related literature reviews and applications areas will be discussed. |
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