MAT517 - ALJABAR LINEAR PENGKOMPUTERAN
(COMPUTATIONAL LINEAR ALGEBRA)
[ 4 Unit ]
*** Sumber data : SMUP
📖 Sinopsis Kursus / Course Synopsis ▼
Kursus ini melihat semula konsep algebra linear asas dan membincangkan transformasinya kepada idea algoritma praktikal. Ia memberi penekanan kepada kaedah pemfaktoran matriks, transformasi ortogon dan matriks pengiraan cekap. Ciri-ciri asas dan berangka masalah aljabar linear dan pengiraan matriks juga dibincangkan, dengan pencerahan khusus kepada syaratan dan kestabilan.
This course revisits fundamental linear algebra concepts and discuss their transformation into practical algorithmic ideas. It emphasizes on matrix factorization methods, orthogonal transformations and efficient matrix computation. Fundamental and numerical properties of linear algebra problems and matrix computations are also discussed, with particular highlights on conditioning and stability.
*** Sumber data : SPBPK
📋 Hasil Pembelajaran Kursus / Course Learning Outcomes (HPK / CLO) ▼
| HPK / CLO | Penerangan HPK / CLO Description | Kaedah Pengajaran / Teaching Method | Pemetaan / Mapping: PLO USM |
Pemetaan / Mapping: LT |
|---|---|---|---|---|
| CLO1 | Explain the mathematical theory behind a selection of important numerical methods for linear algebra. | Kuliah & Tutorial | PLO1 | C5 |
| CLO2 | Explain the computational procedures for solving linear systems, least-squares problems, eigenvalue decompositions, and other matrix decompositions. | Kuliah & Tutorial | PLO2 | C5 |
| CLO3 | Organize coherently, theories and procedures of computational linear algebra problems in writing and oral presentation. | Kuliah & Tutorial | PLO5 | A4 |
| CLO4 | Assess the numerical correctness and efficiency of computational linear algebra methods using systematic computational tests. | Kuliah & Tutorial | PLO7 | C5 |
*** Sumber data : SPBPK
📊 Penilaian / Assessment ▼
| Komponen Penilaian / Assessment Component | Peratusan / Percentage |
|---|---|
| Kerja Kursus / Course Work | 40% |
| Peperiksaan Akhir (PA) / Exam Work | 60% |
*** Sumber data : SMUP