Out of the Loop: Structural Approximation of Optimisation Landscapes and non-Iterative Quantum Optimisation - Reproduction Package

This repository contains all files and tools necessary to reproduce the experiments and data analysis of the paper Out of the Loop: Structural Approximation of Optimisation Landscapes and non-Iterative Quantum Optimisation.

Usage

You can either use the provided dockerization to run the experiments and build the paper.

Docker

Build the image

docker build --tag "out_of_the_loop"

and run it:

docker run "out_of_the_loop"

You will get prompted two options to either run the experiments or build the paper. Note, that before building the paper you have to run the experiments.