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The math/py-clarabel port

py3-clarabel-0.11.1 – interior point conic optimization (cvsweb github mirror)

Description

Python bindings for Clarabel.rs

Clarabel.rs is a Rust implementation of an interior point numerical
solver for convex optimization problems using a novel homogeneous
embedding.

Clarabel.rs solves linear programs, quadratic programs, second-order
cone programs and semidefinite programs. It also solves problems with
exponential, power cone and generalized power cone constraints.

Unlike interior point solvers based on the standard homogeneous
self-dual embedding (HDSE), Clarabel.rs handles quadratic objectives
without requiring any epigraphical reformulation of the objective. It
can therefore be significantly faster than other HSDE-based solvers
for problems with quadratic objective functions.

Infeasible problems are detected using a homogeneous embedding technique.
WWW: https://clarabel.org/v0.11/

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lang/python lang/rust math

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