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Book Categories |
1 | Introduction - the nature of high-performance computation | 3 |
2 | Theoretical considerations - complexity | 27 |
3 | Machine implementations | 44 |
4 | Building blocks - floating point numbers and basic linear algebra | 103 |
5 | Direct methods for linear systems and LU decomposition | 126 |
6 | Direct methods for systems with special structure | 162 |
7 | Error analysis and QR decomposition | 172 |
8 | Iterative methods for linear systems | 186 |
9 | Finding eigenvalues and eigenvectors | 206 |
10 | Monte Carlo simulation | 233 |
11 | Monte Carlo optimization | 244 |
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