gbionics / gbionics/osqp-eigen

I'm using osqp-eigen v0.7.0, wondering if Hessian Matrix is supporting only symmetric matrix, rather than upper triangular matrix.

Open
#152 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
503
Forks
133
PR merge metrics
No merged PRs in 30d

Description

My partial code as follows:
```
// symmetric matrix
for (int i = 0; i < n - 1; ++i)
{
hessian.insert(i, i + 1) = 1.0;
hessian.insert(i + 1, i) = 1.0;
}
// upper triangular matrix
for (int i = 0; i < n - 1; ++i)
{
hessian.insert(i, i + 1) = 2.0;
}
```
When I used the symmetric matrix, I got the true solution(I guess). Instead, solver return
```status: problem non convex```
while using upper triangular matrix.

Contributor guide

No contributing guide indexed for this repository

Research direction

Reproduce the reported behavior using the symmetric and upper-triangular Hessian snippets with osqp-eigen v0.7.0, then trace how the Hessian is passed to the solver. Compare the resulting status with the expected matrix representation and document or test the supported behavior so the distinction is unambiguous.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
backend
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.