Articlediamond2019

Obtaining a Generalized Index of Bank Competitiveness Using a Fuzzy Approach

Lyudmyla Маlyarets · Oleksandr Dorokhov · Віталія Койбічук · Liudmyla Dorokhova

17 citations0/0 files storedJournal of Central Banking Theory and Practice

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Banking Sector Performance and Management Banking stability, regulation, efficiency Evaluation Methods in Various Fields

Abstract

Abstract The article is devoted to developing a definition of the indicator of the bank’s competitiveness which based on the theory of fuzzy sets and neural networks techniques. Uncertainties that have a place when considering and analyzing the components of evaluating the success and effectiveness of the bank have been considered and analyzed. The sequence of construction and structure for generalizing parameter of bank competitiveness are presented and grounded. Stages of obtaining an integrated assessment of bank competitiveness by sequential application of fuzzy logic and neural networks approaches are determined and described. Corresponding fuzzy terms, membership functions and fuzzy inference rules are described. Overall sequence and steps to resolve the problem are processed. The practical implementation of the summary fuzzy inference of the bank’s competitiveness is given. In particular, numerical calculations on the proposed model for Ukrainian commercial bank “Khreshchatyk” was carried out. Comparison of obtained evaluation results for the competitiveness of specified bank with available data and other scientific information sources showed their compliance with factual situation. In this way, the expediency of application fuzzy modeling has been confirmed to determine the generalized indicators of bank competitiveness. Adequacy and accuracy of the proposed model and the results of calculations were proved. The proposed approach is quite general. This or similar model can be successfully used in other tasks of building and generalized evaluation of integrated indicators for the presence of several local, individual parameters for different economic processes and tasks.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 17 citations exist upstream.

References

2016The determinants of bank profitability: empirical evidence from European banking sector 2014Analysis of the financial parameters of Serbian banks through the application of the fuzzy AHP and TOPSIS methods 2015Assessing productive efficiency of banks using integrated Fuzzy-DEA and bootstrapping: A case of Mozambican banks 2016Bank productivity growth and convergence in the European Union during the financial crisis 2014Do more competitive banks have less market power? The evidence from Central and Eastern Europe 2016Statistical and data mining methods in credit scoring 2017The Impact of Financial Dollarization on Inflation Targeting: Empirical Evidence from Serbia

Cited by

2025Leveraging digital human resource management to optimize organizational performance in Vietnam

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

Imported from OpenAlex (CC0) — nothing here is generated.