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