Improving cash logistics in bank branches by coupling machine learning and robust optimization

作者：

Highlights：

• Improvement of cash management and logistics of bank branches.

• Machine Learning used for forecasting and Integer Programming for optimization.

• Complemented with uncertainties of predictions.

• Savings of approximately 14% in real life.

摘要

•Improvement of cash management and logistics of bank branches.•Machine Learning used for forecasting and Integer Programming for optimization.•Complemented with uncertainties of predictions.•Savings of approximately 14% in real life.

论文关键词：Banking,Planning and control,Inventory control,Forecasting,Optimization,Integer programming

论文评审过程：Received 28 June 2017, Revised 29 August 2017, Accepted 15 September 2017, Available online 19 September 2017, Version of Record 29 September 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.09.043