Optimization of cash management for ATM network

被引：0

作者：

Simutis, Rimvydas ^{[1
,2
]}

Dilijonas, Darius ^{[2
]}

Bastina, Lidija ^{[3
]}

Friman, Josif ^{[3
]}

Drobinov, Pavel ^{[3
]}

机构：

[1] Kaunas Univ Technol, Inst Automat & Control Syst, LT-51367 Kaunas, Lithuania

[2] Vilnius State Univ, Kaunas Fac Humanities, LT-44280 Kaunas, Lithuania

[3] JSC Penkiu Kontinentu Bankines Technol, LT-01115 Vilnius, Lithuania

来源：

INFORMATION TECHNOLOGY AND CONTROL | 2007年 / 36卷 / 1A期

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 demand for every ATM in the network and on the optimization procedure to estimate the optimal cash load for every ATM. During the optimization procedure the most important factors for ATMs maintenance were considered: cost of cash, cost of cash uploading and cost of daily services. Simulation studies show, that in case of higher cost of cash (interest rate) and lower cost for money uploading, the optimization procedure allows to decrease the ATMs maintenance costs around 15-20 %. For practical implementation of the proposed ATMs' cash management procedure, further experimental investigations are necessary.

引用

页码：117 / 121

页数：5

共 50 条

[21] uCash: ATM Cash Management as a Critical and Data-intensive Application
Velivassaki, Terpsichori-Helen
Athanasoulis, Panagiotis
Trakadas, Panagiotis
[J]. CLOSER: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE, 2019, : 642 - 647
[22] INVENTORY-THEORETICAL MODELS AND THE DECOMPOSITION OF CASH - OPTIMIZATION OF CASH MANAGEMENT
PESOLA, J
[J]. EKONOMISKA SAMFUNDETS TIDSKRIFT, 1988, 41 (03): : 167 - 179
[23] TMN based ATM network management
Mohapatra, SK
Castineiras, A
[J]. 40TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 1998, : 537 - 540
[24] ATM public network management in PREPARE
Kisker, W
Schneider, JM
[J]. BRINGING TELECOMMUNICATION SERVICES TO THE PEOPLE - IS&N '95, 1995, 998 : 261 - 274
[25] ATM network management based on TMN
Yoda, I
Yamamura, T
[J]. NTT REVIEW, 1996, 8 (05): : 109 - 115
[26] Network management: the road to ATM deployment
[J]. Alexander, Peter, 1600, Horizon House, Norwood, MA, United States (29):
[27] Customer network management and ATM networks
Hinchliffe, M
Cook, N
[J]. NOMS '96 - 1996 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, VOLS. 1-4, 1996, : 155 - 164
[28] MODELLING OF ATM CASH TURNOVER
Kazlauskas, Vaidas
Vaitkus, Vygandas
[J]. ECT 2009: ELECTRICAL AND CONTROL TECHNOLOGIES, 2009, : 162 - 165
[29] Heuristic optimization for the restoration scheme of the ATM Network
Koh, Jai Sang
Jeong, Myong K.
[J]. 2006 ASIA-PACIFIC CONFERENCE ON COMMUNICATION, VOLS 1 AND 2, 2006, : 912 - 916
[30] A Parallel Optimization Approach to ATM Network Survivability
Francisco J. González-Castaño
Ubaldo M. García-Palomares
[J]. Telecommunication Systems, 2001, 17 : 435 - 454

← 1 2 3 4 5 →