一、課程說明(Course Desc<x>ription)
<br>本課程主要為系統模擬之進階課程。同學必須具備機率統計基礎，最好已修過本系系統模擬一課。本
<br>課程除介紹離散事件模擬之核心方法論外，將教模擬語言eM_Plant，以及模擬最佳化(Simulation 
<br>Optimization)中之OCBA(Optimal Computing Budget Allocation)及其應用。
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<br>二、指定用書(Text Books)
<br>1.林則孟, 「系統模擬理論與應用」, 2001, 滄海書局
<br>2.C. H. Chen and L. H. Lee, Stochastic Simulation Optimization: An Optimal 
<br>Computing Budget Allocation, 2010.  
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<br>三、參考書籍(References)
<br>1.Jerry Banks, John S. Carson II, Barry L. Nelson, and David M. Nicol, 
<br>Discrete Event System Simulation, 5th edition, Prentice Hall International 
<br>Editions, 2009.
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<br>四、教學方式(Teaching Method)
<br>上課+同學互動報告
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<br>五、教學進度(Syllabus)
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<br>1.Review of Simulation Modeling and Analysis 
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<br>2.Modeling of discrete event simulation with C
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<br>3.Random number generator and random variate generation
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<br>4.Model building with eM_Plant(Plant Simulation)
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<br>5.Stochastic Simulation Optimization - OCBA(Optimal Computing Budget 
<br>Allocation).
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<br>6.MO2TOS(Multi-fidelity Optimization with Ordinal Transformation and Optimal 
<br>Sampling)
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<br>六、成績考核(Evaluation)
<br>Homeworks		  40%
<br>Term Project		  25%
<br>Class Presentation        20%
<br>Class Participation       15%
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