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Linear Algebra
Linear Algebra
1. 선형대수학의 개요
2. 선형시스템의 행렬 표현 및 해법
3. 벡터공간과 선형시스템 표현
4. 선형독립과 선형변환
5. 행렬 연산과 역행렬
6. 분할 행렬
7. LU 행렬분해
8. 선형변환과 부분공간
9-1. 행렬식
9-2. 행렬식의 성질
9-3. Cramer의 공식 행렬식의 기하학적 의미
10. 교유값과 고유벡터
11. 직교성
12. 대각화와 고유값 분해
13. Gram-Schmidt 과정과 최소제곱법 문제
14. 이차 형식과 정부호 행렬
15. 특이값 분해
