Yıl 2019, Cilt 11 , Sayı 1, Sayfalar 402 - 408 2019-01-31

ATM Cash Flow Prediction and Replenishment Optimization with ANN

Sefik Ilkin Serengil [1] , Alper Ozpinar [2]


ATMs are physical interaction points between financial institutions and real customers. Storing physical cash causes renouncing to get interested. On the other hand, customer satisfaction requires to store the necessary cash amount. This concern becomes even more critical for countries having high-interest rate and overnight interest rates are higher. In this paper, we will show that daily cash withdrawals are predictable and we will propose a cost function for replenishment optimization. Experiments show that proposed model decrease idle balance dramatically.

ATM Replenishment, Cash Optimization
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Birincil Dil en
Konular Mühendislik, Ortak Disiplinler
Bölüm Makaleler
Yazarlar

Yazar: Sefik Ilkin Serengil (Sorumlu Yazar)
Ülke: Turkey


Yazar: Alper Ozpinar

Tarihler

Yayımlanma Tarihi : 31 Ocak 2019

Bibtex @araştırma makalesi { umagd484670, journal = {International Journal of Engineering Research and Development}, issn = {}, eissn = {1308-5514}, address = {Kırıkkale Üniversitesi Mühendislik Fakültesi Dekanlığı Kampüs 71450 Yahşihan/KIRIKKALE}, publisher = {Kırıkkale Üniversitesi}, year = {2019}, volume = {11}, pages = {402 - 408}, doi = {10.29137/umagd.484670}, title = {ATM Cash Flow Prediction and Replenishment Optimization with ANN}, key = {cite}, author = {Serengil, Sefik Ilkin and Ozpinar, Alper} }
APA Serengil, S , Ozpinar, A . (2019). ATM Cash Flow Prediction and Replenishment Optimization with ANN. International Journal of Engineering Research and Development , 11 (1) , 402-408 . DOI: 10.29137/umagd.484670
MLA Serengil, S , Ozpinar, A . "ATM Cash Flow Prediction and Replenishment Optimization with ANN". International Journal of Engineering Research and Development 11 (2019 ): 402-408 <https://dergipark.org.tr/tr/pub/umagd/issue/39915/484670>
Chicago Serengil, S , Ozpinar, A . "ATM Cash Flow Prediction and Replenishment Optimization with ANN". International Journal of Engineering Research and Development 11 (2019 ): 402-408
RIS TY - JOUR T1 - ATM Cash Flow Prediction and Replenishment Optimization with ANN AU - Sefik Ilkin Serengil , Alper Ozpinar Y1 - 2019 PY - 2019 N1 - doi: 10.29137/umagd.484670 DO - 10.29137/umagd.484670 T2 - International Journal of Engineering Research and Development JF - Journal JO - JOR SP - 402 EP - 408 VL - 11 IS - 1 SN - -1308-5514 M3 - doi: 10.29137/umagd.484670 UR - https://doi.org/10.29137/umagd.484670 Y2 - 2018 ER -
EndNote %0 Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi ATM Cash Flow Prediction and Replenishment Optimization with ANN %A Sefik Ilkin Serengil , Alper Ozpinar %T ATM Cash Flow Prediction and Replenishment Optimization with ANN %D 2019 %J International Journal of Engineering Research and Development %P -1308-5514 %V 11 %N 1 %R doi: 10.29137/umagd.484670 %U 10.29137/umagd.484670
ISNAD Serengil, Sefik Ilkin , Ozpinar, Alper . "ATM Cash Flow Prediction and Replenishment Optimization with ANN". International Journal of Engineering Research and Development 11 / 1 (Ocak 2019): 402-408 . https://doi.org/10.29137/umagd.484670
AMA Serengil S , Ozpinar A . ATM Cash Flow Prediction and Replenishment Optimization with ANN. IJERAD. 2019; 11(1): 402-408.
Vancouver Serengil S , Ozpinar A . ATM Cash Flow Prediction and Replenishment Optimization with ANN. International Journal of Engineering Research and Development. 2019; 11(1): 408-402.