FST Home | Contact Us | Site Map

UM Home | UM News | UM Event Calendar

  • News & Events
    • News
    • Activities
    • Seminars and Distinguished Lectures
    • Conferences Organized
  • UMZRI
  • Research
  • Accreditation
  • Courses
    • B.Sc. Courses (From 2017/2018)
    • B.Sc. Courses (From 2011/2012)
    • B.Sc. Courses (Before 2011/2012)
    • M.Sc. Courses (From 2014/2015)
    • M.Sc. Courses (From 2013/2014)
    • M.Sc. Courses (Before 2013/2014)
    • Ph.D. Courses (From 2016/2017)
    • Ph.D. Courses (From 2014/2015)
    • Ph.D. Courses (Before 2014/2015)
    • General Education (GE) Courses
    • Admission Requirement
  • Programs
  • Departments
    • Civil and Environmental Engineering
    • Computer and Information Science
    • Electrical and Computer Engineering
    • Electromechanical Engineering
    • Mathematics
    • Chemistry Supporting Group
  • About FST
    • Message from the Interim Dean
    • Vision and Mission
    • Deans, Department Heads and Center Directors
    • Faculty General Office Administration
    • Facts and Figures
    • Laboratories
  • Home
  • Prospective Students
    • Admission
    • Tution Fees
    • Financial Assistance & Scholarship
    • PhD Specializations
  • Current Students
    • Undergraduate
      • Award
      • Information
    • Graduate
  • Exchange Program
  • Training & Placement
    • Objectives
    • Function
    • Governmental Department Partners
    • Organization Partners
    • Career Fair
    • Summer Training
    • Internships
    • Full-time Job Recruitment
    • Part-time Job Recruitment
    • Contact Us
    • News and Events
    • Related Links
  • Industry & Service
  • Outreach
  • Science & Mathematics
    Activities
    • Mathematics
    • Summer Camp
  • Alumni & Friends
    • UM Alumni
  • Academic Alliance
  • Faculty & Staff
    • Faculty
    • Staff
    • Contact Hour
    • Center
    • Former Members
    • FST Intranet
International Conferences and Workshops
  • Conferences hosted by FST
MATB355
Numerical Matrix Analysis
(From 2017/2018)

Course Description

Matrix factorizations. Perturbation and error analysis. Operation cost and convergence rate. Direct Methods for linear systems. LU and Cholesky factorizations. Perturbation and error analysis. Vector and matrix norms. Perturbation analysis for linear systems. Error analysis. Classical iterative methods. Jacobi and Gauss-Seidel method. Convergence analysis. SOR method. Krylov subspace methods. Steepest descent method. Conjugate gradient method. Practical CG method and convergence analysis. Preconditioning. GMRES method.


Prerequisite

MATB122
MATB211


Back to Course List
Copyright © Faculty of Science and Technology. All Rights Reserved.