Optimization of cash management for ATM network

R Simutis, D Dilijonas, L Bastina, J Friman… - … technology and control, 2007 - itc.ktu.lt
This paper presents an approach to cash management for automatic teller machine (ATM)
network. This approach is based on an artificial neural network to forecast a daily cash …

[PDF][PDF] A flexible neural network for ATM cash demand forecasting

R Simutis, D Dilijonas, L Bastina… - Proceedings of the sixth …, 2007 - academia.edu
The paper presents an artificial neural network based approach in support of cash demand
forecasting for automatic teller machine (ATM). On the start phase a three layer feed-forward …

Joint optimization of cash management and routing for new-generation automated teller machine networks

Ş Batı, D Gözüpek - IEEE Transactions on Systems, Man, and …, 2017 - ieeexplore.ieee.org
Cash-related costs constitute a large portion of management cost of an automated teller
machine (ATM) network. Cash should be delivered to or picked-up from ATM devices in …

[PDF][PDF] Cash demand forecasting for ATM using neural networks and support vector regression algorithms

R Simutis, D Dilijonas, L Bastina - 20th International Conference …, 2008 - morphisinc.com
In this paper two different methods are used to forecast the daily cash demand for automatic
teller machines (ATM). The first method is based on flexible artificial neural network (ANN) …

[PDF][PDF] Approximating methodology: Managing cash in automated teller machines using fuzzy ARTMAP network

N Arora, JKR Saini - International Journal of Enhanced Research in …, 2014 - Citeseer
Determining an optimized amount of cash in bank's Automatic Teller Machines (ATM) is a
tricky job, as the demand for cash fluctuates due to change in customer's behavior …

A generative solution for ATM cash management

R Armenise, C Birtolo… - … Conference of Soft …, 2010 - ieeexplore.ieee.org
Optimizing cash in automatic teller machines (ATM) is challenging due unpredictability of
withdrawals, but profitable because of the large number of tellers. Generally ATM cash …

[PDF][PDF] Optimizing ATM cash management by genetic algorithms

R Armenise, C Birtolo, E Sangianantoni… - International Journal of …, 2012 - mirlabs.org
The paper investigates the optimization of ATM cash by means of genetic algorithm in order
to produce optimal upload strategies able to minimize the daily amount of stocked money …

The improvement of forecasting ATMS cash demand of Iran banking network using convolutional neural network

S Poorzaker Arabani… - Arabian Journal for …, 2019 - Springer
One of the problems related to the banking system is Automated Teller Machine (ATM) cash
demand forecasting. If an ATM faces a shortage of cash, it will face the decline of bank …

[PDF][PDF] ATM cash flow prediction and replenishment optimization with ANN

SI Serengil, A Ozpinar - International Journal of Engineering …, 2019 - dergipark.org.tr
ATMs are physical interaction points between financial institutions and real customers.
Storing physical cash causes renouncing to get interested. On the other hand, customer …

Optimal ATM replenishment policies under demand uncertainty

Y Ekinci, N Serban, E Duman - Operational Research, 2021 - Springer
Abstract The use of Automated Teller Machines (ATMs) has become increasingly popular
throughout the world due to the widespread adoption of electronic financial transactions and …