Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector
This study aims to identify the necessary strategies for the development of a sustainable financial system. For this purpose, a novel approach could be provided for soft computing with Gaussian-based fuzzy DEMATEL approach to understand the significant levels and impact-relation degrees of these cri...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/4570936 |
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| _version_ | 1832547678440914944 |
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| author | Fan Yang Hakan Kalkavan Hasan Dinçer Serhat Yüksel Serkan Eti |
| author_facet | Fan Yang Hakan Kalkavan Hasan Dinçer Serhat Yüksel Serkan Eti |
| author_sort | Fan Yang |
| collection | DOAJ |
| description | This study aims to identify the necessary strategies for the development of a sustainable financial system. For this purpose, a novel approach could be provided for soft computing with Gaussian-based fuzzy DEMATEL approach to understand the significant levels and impact-relation degrees of these criteria. For robustness check, this evaluation has also been performed for triangular and trapezoidal fuzzy sets. There are many novelties of this study. Firstly, computer science has a significant role in the decision-making process. Another specificity is that the use of Gaussian numbers with fuzzy numbers is a new area. In addition, interval type-2 fuzzy (IT2F) sets also provide a significant advantage in decision-making under uncertainty. The results demonstrate that the size of the alternative financing, investment in efficient projects, and effective advertisement/promotions are the most important items to affect the performance of alternative banking system of emerging economies. Hence, it is recommended that the new banking applications should be applied by the state or the state can provide some incentives for foreign banks to invest in emerging economies, such as tax reduction. Another important point is that the financial intermediations should generate a component financial analysis team to examine the financial reports of the companies in detail so that the financial credibility of these companies can be evaluated more effectively. |
| format | Article |
| id | doaj-art-f6eabbee832f4506b28bd332eae23cb3 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-f6eabbee832f4506b28bd332eae23cb32025-02-03T06:43:54ZengWileyComplexity1076-27871099-05262021-01-01202110.1155/2021/45709364570936Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial SectorFan Yang0Hakan Kalkavan1Hasan Dinçer2Serhat Yüksel3Serkan Eti4School of Economics and Management of Lanzhou JiaoTong University, Lanzhou 730070, ChinaThe School of Business, İstanbul Medipol University, İstanbul, TurkeyThe School of Business, İstanbul Medipol University, İstanbul, TurkeyThe School of Business, İstanbul Medipol University, İstanbul, TurkeyThe School of Business, İstanbul Medipol University, İstanbul, TurkeyThis study aims to identify the necessary strategies for the development of a sustainable financial system. For this purpose, a novel approach could be provided for soft computing with Gaussian-based fuzzy DEMATEL approach to understand the significant levels and impact-relation degrees of these criteria. For robustness check, this evaluation has also been performed for triangular and trapezoidal fuzzy sets. There are many novelties of this study. Firstly, computer science has a significant role in the decision-making process. Another specificity is that the use of Gaussian numbers with fuzzy numbers is a new area. In addition, interval type-2 fuzzy (IT2F) sets also provide a significant advantage in decision-making under uncertainty. The results demonstrate that the size of the alternative financing, investment in efficient projects, and effective advertisement/promotions are the most important items to affect the performance of alternative banking system of emerging economies. Hence, it is recommended that the new banking applications should be applied by the state or the state can provide some incentives for foreign banks to invest in emerging economies, such as tax reduction. Another important point is that the financial intermediations should generate a component financial analysis team to examine the financial reports of the companies in detail so that the financial credibility of these companies can be evaluated more effectively.http://dx.doi.org/10.1155/2021/4570936 |
| spellingShingle | Fan Yang Hakan Kalkavan Hasan Dinçer Serhat Yüksel Serkan Eti Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector Complexity |
| title | Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector |
| title_full | Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector |
| title_fullStr | Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector |
| title_full_unstemmed | Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector |
| title_short | Gaussian-Based Soft Computing Approach to Alternative Banking System for Sustainable Financial Sector |
| title_sort | gaussian based soft computing approach to alternative banking system for sustainable financial sector |
| url | http://dx.doi.org/10.1155/2021/4570936 |
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