課程名稱 |
矩陣代數及其應用 MATRIX ALGEBRA AND ITS APPLICATIONS |
開課學期 |
99-1 |
授課對象 |
電機資訊學院 電機工程學研究所 |
授課教師 |
馮蟻剛 |
課號 |
EE5131 |
課程識別碼 |
921 U8500 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期二6,7(13:20~15:10)星期三6(13:20~14:10) |
上課地點 |
電二102電二102 |
備註 |
總人數上限:50人 |
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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 |
課程大綱
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課程概述 |
The syllabus of the course is
(i) Introduction
(ii) Basic matrix operations
(iii) Eigenvalues and eigenvectors
(iv) Norms
(v) Inner products
(vi) Matrix decompositions
(vii) Special matrices
(viii) Matrix calculus
(ix) Matrices in optimization and interpolation
(x) Matrix computations
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課程目標 |
This course teaches advanced topics from matrix algebra and prepares the students with mathematical background for future theoretical studies, particularly in the fields of system science and engineering. |
課程要求 |
Grading: Mid-term 50% and Final 50%.
Pre-request courses; Calculus and Linear Algebra.
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
This course is based on the lecture notes the teacher prepares, and the main references are
"T. K. Moon and W. C. Stirling, Mathematical Methods and Algorithms for Signal Processing, Prentice-Hall Inc., 2000." and "R. A. Horn and C. A. Johnson, Matrix Analysis, Cambridge University Press, 1985." |
評量方式 (僅供參考) |
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