MODEL OF DEPOSIT AND LOAN OF A BANK USING SPIRAL OPTIMIZATION ALGORITHM

被引:6
作者
Ansori, Moch Fandi [1 ]
Sidarto, Kuntjoro Adji [1 ]
Sumarti, Novriana [1 ]
机构
[1] Inst Teknol Bandung, Fac Math & Nat Sci, Dept Math, Jalan Ganesha 10, Bandung 40132, Indonesia
关键词
Dynamical System; Deposit and Loan; Bank Stability; Spiral Optimization; DYNAMICAL-SYSTEM; STABILITY; VOLUMES; CRISIS;
D O I
10.22342/jims.1.1.826.123-132
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Nowadays, the study of financial stability of banking is important, which is to observe the behavior of the bank in the future. In this paper, a simple model of deposit and loan of a bank is solved analytically and numerically, and then it is implemented into data of four groups of commercial banks in Indonesia based on their capitals. From the data for each group of banks, the parameters will be estimated using the Spiral Optimization Algorithm. The results show that the algorithm gives satisfactory solutions in terms of closeness between the analytical and numerical solutions. In the long run, the deposit and loan volumes will be stable at their equilibrium points which showing the good condition of the future of the banks based on current state.
引用
收藏
页码:292 / 301
页数:10
相关论文
共 12 条
[1]  
Beneski J.T., 2018, POPULATION BIOL PRED
[2]   Systemic banking crisis early warning systems using dynamic Bayesian networks [J].
Dabrowski, Joel Janek ;
Beyers, Conrad ;
de Villiers, Johan Pieter .
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 62 :225-242
[3]   Implementation of the Dynamical System of the Deposit and Loan Growth Based on the Lotka-Volterra Model and the Improved Model [J].
Fadhlurrahman, Akmal ;
Sumarti, Novriana .
SYMPOSIUM ON BIOMATHEMATICS (SYMOMATH 2015), 2016, 1723
[4]   Banking competition, banking stability, and economic growth: Are feedback effects at work? [J].
Jayakumar, Manju ;
Pradhan, Rudra P. ;
Dash, Saurav ;
Maradana, Rana P. ;
Gaurav, Kunal .
JOURNAL OF ECONOMICS AND BUSINESS, 2018, 96 :15-41
[5]  
Rozema E., 2007, COLL MATH J, V38, P246, DOI DOI 10.1080/07468342.2007.11922245
[6]  
Sidarto KA, 2015, J ADV COMPUT INTELL, V19, P697
[7]   Early warning indicators of banking crisis and bank related stock returns [J].
Sohn, Bumjean ;
Park, Heungju .
FINANCE RESEARCH LETTERS, 2016, 18 :193-198
[8]   A Dynamical System of Deposit and Loan Volumes based on the Lotka-Volterra Model [J].
Sumarti, N. ;
Nurfitriyana, R. ;
Nurwenda, W. .
SYMPOSIUM ON BIOMATHEMATICS (SYMOMATH 2013), 2014, 1587 :92-94
[9]  
Sumarti N., 2014, P INT C COMP SCI TEC
[10]  
Sumarti N, 2018, SOUTHEAST ASIAN BULL, V42, P757