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PLinOpt examples
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jgdumas committed Jun 17, 2024
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**About**:
This is a Fork of the
[Complex-Matrix-Multiplication](https://github.com/zhen06/Complex-Matrix-Multiplication) repository,
This is a Fork of the
[Complex-Matrix-Multiplication](https://github.com/zhen06/Complex-Matrix-Multiplication) repository,
created for the numerical experiments of the paper:
- [Dai, Z., Lim, LH; Numerical stability and tensor nuclear norm. Numer. Math. 155, 345--376 (2023)](https://link.springer.com/article/10.1007/s00211-023-01377-5).

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All "aternative" variants use left/right and inverse change of basis (`*CoB*` files) together with an inner sparse multiplication (`*mul*` files).

**Benchmarks**,
Accuracy comparison with symbolic matrix multiplication:
Accuracy comparison with symbolic matrix multiplication:
- `accuracy_2x2_real.m`: comparing algorithms accuracy
- `accuracy_alternative_real.m`: comparing alternative change of basis
- `gallery_alternative_real.m`: change of basis on large condition number
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Command-line scritps generating optimized matlab programs.

Examples:
`DPS.plo`,
Examples:
`DPS.plo`,
`DPS_evenpow.plo`,
`DPS_smallrat.plo`,
`DPS_intermediate.plo`,
`DPS_intermediate.plo`,
`DPS_integral.plo`,
`DPS_CoB.plo`.
- [PLinOpt library](https://github.com/jgdumas/plinopt): Routines handling linear, bilinear & trilinear programs.
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