JuMP ToQUBO Automatic Reformulation

07/27/2022, 12:50 PM1:00 PM UTC
JuMP

Abstract:

We present ToQUBO.jl, a Julia package to reformulate general optimization problems into QUBO instances. This tool aims to convert JuMP problems for straightforward application in physics and physics-inspired solution methods whose normal form is equivalent to QUBO. It automatically maps between source and target models, providing a smooth JuMP modeling experience. We also present a simple interface to connect various annealers and samplers as QUBO solvers bundled in another package, Anneal.jl.

Platinum sponsors

Julia ComputingRelational AIJulius Technology

Gold sponsors

IntelAWS

Silver sponsors

Invenia LabsBeacon BiosignalsMetalenzASMLG-ResearchConningPumas AIQuEra Computing Inc.Jeffrey Sarnoff

Media partners

Packt PublicationGather TownVercel

Community partners

Data UmbrellaWiMLDS

Fiscal Sponsor

NumFOCUS