StochasticVehicleScheduling

Documentation for StochasticVehicleScheduling. This package is a satellite of InferOpt.jl. It illustrates Machine Learning/Combinatorial Optimization hybrid algorithms from InferOpt.jl applied to the Stochastic Vehicle Scheduling problem. It was used for one of the numerical experiments in this paper: https://arxiv.org/abs/2207.13513

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Installation

using Pkg
Pkg.add(url="https://github.com/BatyLeo/StochasticVehicleScheduling.jl")

Table of contents

• Problem statement
• Instance generator
• Optimization algorithms
• Learning using InferOpt.jl
  • InferOpt tutorial
  • Reproducing paper experiments from https://arxiv.org/abs/2207.13513