LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS

Banks are financial institutions which main function is to collect funds from the public in the form of savings and channel them back to the community in the form of loans. In its operations, the bank will gain profit from loan interest and also from the investment made by the bank itself. In this F...

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Main Author: Alifia Zahra, Farah
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/74553
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:74553
spelling id-itb.:745532023-07-18T08:16:15ZLOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS Alifia Zahra, Farah Indonesia Final Project Bank, Dynamics Model, MAPE, Spiral Optimization Algorithm, parameter estimation, fixed point, stability analysis. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/74553 Banks are financial institutions which main function is to collect funds from the public in the form of savings and channel them back to the community in the form of loans. In its operations, the bank will gain profit from loan interest and also from the investment made by the bank itself. In this Final Project, a finite difference equation model which is adopted from the differential equation is created to represent the Third Party Funds (TPF)/Deposits, Credit/Loans, and Equity models in banks. Parameter estimation will be carried out using the Spiral Optimization Algorithm method by minimizing the Mean Average Percentage Error (MAPE) objective function to represent real data. Determination of fixed points for the TPF/Deposits, Credit/Loans, and Equity models will be carried out and the stability of these fixed points will be observed. After that, the effect of changes in parameters will also be observed to see the behavior of TPF/Deposits, Credit/Loans, and Equity in the long term. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Banks are financial institutions which main function is to collect funds from the public in the form of savings and channel them back to the community in the form of loans. In its operations, the bank will gain profit from loan interest and also from the investment made by the bank itself. In this Final Project, a finite difference equation model which is adopted from the differential equation is created to represent the Third Party Funds (TPF)/Deposits, Credit/Loans, and Equity models in banks. Parameter estimation will be carried out using the Spiral Optimization Algorithm method by minimizing the Mean Average Percentage Error (MAPE) objective function to represent real data. Determination of fixed points for the TPF/Deposits, Credit/Loans, and Equity models will be carried out and the stability of these fixed points will be observed. After that, the effect of changes in parameters will also be observed to see the behavior of TPF/Deposits, Credit/Loans, and Equity in the long term.
format Final Project
author Alifia Zahra, Farah
spellingShingle Alifia Zahra, Farah
LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
author_facet Alifia Zahra, Farah
author_sort Alifia Zahra, Farah
title LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
title_short LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
title_full LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
title_fullStr LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
title_full_unstemmed LOGISTIC MODEL FOR BANK DYNAMICS WITH FINITE DIFFERENCE EQUATION AND FIXED POINT STABILITY ANALYSIS
title_sort logistic model for bank dynamics with finite difference equation and fixed point stability analysis
url https://digilib.itb.ac.id/gdl/view/74553
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