Add function to check linear-feasibility of any point
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- Dominant language
- Python
- Stars
- 270
- Forks
- 123
- Avg merge
- 1d 18h
- Merged PRs (30d)
- 3
Description
Type of issue
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- New feature (non-breaking change which adds functionality)
Description
Add a function which will check whether a point satisfies the linear constraints specified for the optimization problem. This only requires (hopefully sparse) matrix-vector products so is cheap enough to do. This can be used to check, for example, whether the initial point of an optimization is feasible wrt the linear constraints given.
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First steps
- Read the whole issue, then the project's contributing guide.
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- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No file, test, or entry point is named. Start by locating the optimization-problem API for linear constraints and its matrix-vector operations; the work is done when a function can check whether any supplied point satisfies those constraints, including an initial optimization point.
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Assessment
- Tech stack
- python
- Domain
- backend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100