Mathematical Methods for Engineers II
by Instructor: Prof. Gilbert Strang
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Description
This graduate-level course is a continuation of Mathematical Methods for Engineers I (18.085). Topics include numerical methods; initial-value problems; network flows; and optimization.
| Name | Description | Released | Price | ||
|---|---|---|---|---|---|
| 1 | VideoLecture 01: Difference Methods for Ordinary Differential Equations | -- | 5/9/07 | Free | View In iTunes |
| 2 | VideoLecture 02: Finite Differences, Accuracy, Stability, Convergence | -- | 5/9/07 | Free | View In iTunes |
| 3 | VideoLecture 03: The One-way Wave Equation and CFL / von Neumann Stability | -- | 5/9/07 | Free | View In iTunes |
| 4 | VideoLecture 04: Comparison of Methods for the Wave Equation | -- | 5/9/07 | Free | View In iTunes |
| 5 | VideoLecture 05: Second-order Wave Equation (including leapfrog) | -- | 5/9/07 | Free | View In iTunes |
| 6 | VideoLecture 06: Wave Profiles, Heat Equation / point source | -- | 5/9/07 | Free | View In iTunes |
| 7 | VideoLecture 07: Finite Differences for the Heat Equation | -- | 5/9/07 | Free | View In iTunes |
| 8 | VideoLecture 08: Convection-Diffusion / Conservation Laws | -- | 5/9/07 | Free | View In iTunes |
| 9 | VideoLecture 09: Conservation Laws / Analysis / Shocks | -- | 5/9/07 | Free | View In iTunes |
| 10 | VideoLecture 10: Shocks and Fans from Point Source | -- | 5/9/07 | Free | View In iTunes |
| 11 | VideoLecture 11: Level Set Method | -- | 5/9/07 | Free | View In iTunes |
| 12 | VideoLecture 12: Matrices in Difference Equations (1D, 2D, 3D) | -- | 5/9/07 | Free | View In iTunes |
| 13 | VideoLecture 13: Elimination with Reordering: Sparse Matrices | -- | 5/9/07 | Free | View In iTunes |
| 14 | VideoLecture 14: Financial Mathematics / Black-Scholes Equation | -- | 5/9/07 | Free | View In iTunes |
| 15 | VideoLecture 15: Iterative Methods and Preconditioners | -- | 5/9/07 | Free | View In iTunes |
| 16 | VideoLecture 16: General Methods for Sparse Systems | -- | 5/9/07 | Free | View In iTunes |
| 17 | VideoLecture 17: Multigrid Methods | -- | 5/9/07 | Free | View In iTunes |
| 18 | VideoLecture 18: Krylov Methods / Multigrid Continued | -- | 5/9/07 | Free | View In iTunes |
| 19 | VideoLecture 19: Conjugate Gradient Method | -- | 5/9/07 | Free | View In iTunes |
| 20 | VideoLecture 20: Fast Poisson Solver | -- | 5/9/07 | Free | View In iTunes |
| 21 | VideoLecture 21: Optimization with constraints | -- | 5/9/07 | Free | View In iTunes |
| 22 | VideoLecture 22: Weighted Least Squares | -- | 5/9/07 | Free | View In iTunes |
| 23 | VideoLecture 23: Calculus of Variations / Weak Form | -- | 5/9/07 | Free | View In iTunes |
| 24 | VideoLecture 24: Error Estimates / Projections | -- | 5/9/07 | Free | View In iTunes |
| 25 | VideoLecture 25: Saddle Points / Inf-sup condition | -- | 5/9/07 | Free | View In iTunes |
| 26 | VideoLecture 26: Two Squares / Equality Constraint Bu = d | -- | 5/9/07 | Free | View In iTunes |
| 27 | VideoLecture 27: Regularization by Penalty Term | -- | 5/9/07 | Free | View In iTunes |
| 28 | VideoLecture 28: Linear Programming and Duality | -- | 5/9/07 | Free | View In iTunes |
| 29 | VideoLecture 29: Duality Puzzle / Inverse Problem / Integral Equations | -- | 5/9/07 | Free | View In iTunes |
| Total: 29 Episodes |
