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Inventory Control - RsS

Introduction

This repository contains a set of inventory control algorithms used in the following publications:

  • Visentin, Andrea. Computing policy parameters for stochastic inventory control using stochastic dynamic programming approaches. Diss. University College Cork, 2020.
  • Visentin, Andrea, et al. "Computing optimal (R, s, S) policy parameters by a hybrid of branch-and-bound and stochastic dynamic programming." European Journal of Operational Research 294.1 (2021): 91-99.
  • Visentin, Andrea, et al. "Stochastic Dynamic Programming Heuristic for the (R, s, S) Policy Parameters Computation." arXiv preprint arXiv:2202.08803 (2022).

Structure

The structure of the repository is organised as follow

  • solvers/ - contains the different policy parameters algorithms. It contains a sub-folder for each policy (sS, RS, RsS).
  • util/ - contains additional classes used to generate the problem instances and simulate their behaviour.
  • experiment_non_stationary.py - is an example of the solutions usage.

Contact

For additional info and clarifications, do not esitate to contact: Dr Andrea Visentin andrea.visentin@ucc.ie

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Implementation of inventory control policy parameters computation algorithms

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