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2 votes
1 answer
497 views

MOSEK via fusion vs API vs CVXPY

In Python, I would like to solve a collection of problems, that are all solvable via MOSEK's conic optimization solvers (ExpCone, SOCP, etc.) I have tried CVXPY. I get very robust and reliable results,...
independentvariable's user avatar
5 votes
2 answers
544 views

Simple OLS problem can only be solved in SCS. Is the dual infeasible?

Essentially, I am trying to solve a simple orthogonal least-squares (OLS) problem with some constraints — the coefficients must sum to $1$, no coefficient can be less than $0$, and no coefficient can ...
Pipob Puthipiroj's user avatar
5 votes
1 answer
233 views

Which solver solves PSD constrained convex non-linear problem

I have a problem with a vector variable $w \in \mathbb{R}^n$ and a symmetric matrix variable $V \in \mathbb{R^{n \times n}}$. I am solving a problem which is roughly like: \begin{align} \begin{array}{...
independentvariable's user avatar