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Despite making it easy for users to formulate and solve a wide range of optimization problems, JuMP provides little support for the users who make mistakes, or tools for advanced users to debug proble…
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MOSEK rejects models that contain a quadratic objective and a quadratic constraint:
```
var x {1..7} >= 0;
minimize qobj: sum {j in 1..7} x[j]^2;
subj to qconstr: sum {j in 1..7} x[j]^2 = the obje…
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I'm running into strange segmentation errors while testing an optimization package under development, with different error messages depending on whether I am at my laptop (M1 Macbook Pro) or my deskto…
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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
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I just read the paper for this project and it looks amazing and has given me great insight to piece-wise algorithms. I think that it would be amazing if you could include a section to your paper looki…
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Opening this for the discussion on strong convexity of functionals that was started in #1064.
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Optimization.jl is okay, but it's not quite conforming to the standards of the SciML interface.
It conflaits the "solver package" with the "interface package". In some sense, the current
Optimizatio…
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Does MadNLP currently support using a lazy Jacobian and Jacobian transpose? It should be possible to use an iterative solver to solve the linear system which doesn't require forming the Jacobian matri…
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Create a PID tunning function and also wrap it to matlab compatibility.
It must heritage the tf class as answer and print in the format `Kp + Ki * 1/s + Kd * s` instead `num / den` format.
_Or…
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## Problema
Necesito una forma mejor de decidir qué parámetros usar. Hasta ahora simplemente estoy usando parámetros γₑ, γᵢ sacados de la manga.
## Solución 1: Multiple Model Kalman Filter
- [x…