General Information

Instructor : Noboru Kikuchi

• EECS 3005
• kikuchi@engin.umich.edu
• voice / 313 - 764 - 3387
• fax / 313 - 747 - 3170

Office Hours and Grade

• Office Hours
  • M & W 3 - 5 pm
  • at EECS 3003 or @ EECS 3005
• Grade
  • Homework (4) 50%
  • Mid-Term Examination 20%
  • Final Examination (Take Home Exam) 30%

  Please submit the homework and the final examination in Microsoft WORD file.

  　

Course Contents

• Approximations and Optimization Methods

  • Interpolation of a Function
  • Orthogonal Functions
  • Weighted Residual Methods (Galerkin & Ritz Methods)
  • Optimization Methods
  • Time Integration Methods

• Computational Linear Algebra

  • SVD : Singular Value Decomposition and Pseudo Inverse
  • QR : Eigenvalue Problems
  • PCG : Krylov Subspace Iteration

• Fourier Analysis and Its Applications

  • FFT : Fast Fourier Transform
  • Signal and Image
  • Wavelet Analysis