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Optimization: principles and algorithms, by Michel Bierlaire
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List of Octave codes related to Chapter 12 of [1]. More...
Files | |
| file | dogleg.m |
| Algorithm 12.2: Dogleg method to find an approximation of the trust region subproblem. | |
| file | ex0508.m |
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| file | ex1101.m |
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| file | exRosenbrock.m |
Rosenbrock function in dimensions. | |
| file | intersectionTrustRegion.m |
| Algorithm 12.1: Calculation of the intersection with the trust region. | |
| file | newtonTrustRegion.m |
| Algorithm 12.4: Newton's method with trust region. | |
| file | run0508tr.m |
| Runs example 5.8 with Newton's method with trust region (Tables 12.1, 12.2, 12.3) | |
| file | run1203dogleg.m |
| Runs example 12.3 for the dogleg method. | |
| file | run1203tcg.m |
| Runs example 12.3 for the truncated conjugate gradients method. | |
| file | runIntersectionTrustRegion.m |
| Run to illustrate algorithm 12.1. | |
| file | runRosenbrockTrustRegion.m |
| Runs Trust region method with line search (Algorithm 12.4) [newtonTrustRegion] on the Rosenbrock problem. | |
| file | truncatedConjugateGradient.m |
| Algorithm 12.3: Truncated conjugate gradients method to find an approximation of the trust region subproblem. | |
List of Octave codes related to Chapter 12 of [1].