BerkeleyAutomation / rlqp-python

Python interface for RQLP (Accelerating Quadratic Optimization with RL)

Home Page:https://berkeleyautomation.github.io/rlqp

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Python interface for RQLP (Accelerating Quadratic Optimization with RL)

Python wrapper for RLQP: the Operator Splitting QP Solver accelerated with RL.

The OSQP (Operator Splitting Quadratic Program) solver is a numerical optimization package for solving problems in the form

minimize        0.5 x' P x + q' x

subject to      l <= A x <= u

where x in R^n is the optimization variable. The objective function is defined by a positive semidefinite matrix P in S^n_+ and vector q in R^n. The linear constraints are defined by matrix A in R^{m x n} and vectors l in R^m U {-inf}^m, u in R^m U {+inf}^m.

Documentation

The interface is documented here.

Packaging

This repository performs the tests and builds the pypi wheels.

About

Python interface for RQLP (Accelerating Quadratic Optimization with RL)

https://berkeleyautomation.github.io/rlqp

License:Apache License 2.0


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