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課程名稱 |
非線性規劃
INTRODUCTION TO NONLINEAR PROGRAMMING |
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開課學期 |
96-2 |
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授課對象 |
工學院 工業工程學研究所 |
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授課教師 |
吳政鴻 |
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課號 |
IE7018 |
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課程識別碼 |
546EM6010 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四2,3,4(9:10~12:10) |
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上課地點 |
國青233 |
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備註 |
本課程以英語授課。本課程以英語授課。本課程以英語授課。本課程以英
總人數上限：30人
外系人數限制：15人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/962NLP |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
The main topics of the course are the basics of nonlinear optimization, constrained
and unconstrained, with the main focus on characterizing the solutions of such problems
through optimality conditions and describing the ideas behind modern algorithms for finding these
solutions. |
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課程目標 |
The main topics of the course are the basics of nonlinear optimization, constrained
and unconstrained, with the main focus on characterizing the solutions of such problems
through optimality conditions and describing the ideas behind modern algorithms for finding these
solutions. |
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課程要求 |
background in calculus and mathematical analysis. In addition, the
course homework will include some (small-scaled) computational problems. These will consist of
implementing algorithms discussed in class and applying them to optimization problems |
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預期每週課後學習時數 |
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Office Hours |
每週一 13:00~15:00 |
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指定閱讀 |
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參考書目 |
– Bazaraa, Sherali, and Shetty: Nonlinear programming:
theory and algorithms
– Bertsekas, Nonlinear programming : 1st or 2nd edition.
– Nash and Sofer, Linear and Nonlinear Programming
– Nocedal and Wright, Numerical Optimization |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
期中考 |
20% |
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2. |
期末考 |
20% |
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3. |
隨堂測驗 |
15% |
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4. |
作業 |
15% |
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5. |
報告 |
15% |
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6. |
專題 |
15% |
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