An Alternative Approach To Firms' Evaluation: Expert Systems And Fuzzy Logic
AbstractDiscounted cash flow techniques are the generally accepted methods for valuing firms. Such methods do not provide explicit acknowledgment of the value determinants and overlook their interrelations. This paper proposes a different method of firm valuation based on fuzzy logic and expert systems. It does represent a conceptual transposition of discounted cash flow techniques but, unlike the latter, it takes explicit account of quantitative and qualitative variables and their mutual integration. Financial, strategic and business aspects are considered by focusing on 29 value drivers that are combined together via "if–then" rules. The output of the system is a real number in the interval [0, 1], which represents the value-creation power of the firm. To corroborate the model a sensitivity analysis is conducted. The system may be used for rating and ranking firms as well as for assessing the impact of managers' decisions on value creation and as a tool of corporate governance.
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Bibliographic InfoArticle provided by World Scientific Publishing Co. Pte. Ltd. in its journal International Journal of Information Technology and Decision Making.
Volume (Year): 05 (2006)
Issue (Month): 01 ()
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Other versions of this item:
- Magni, Carlo Alberto, 2004. "An alternative approach to firms’ evaluation: expert systems and fuzzy logic," MPRA Paper 7879, University Library of Munich, Germany.
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
- G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
- C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
- C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software
- G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
- C - Mathematical and Quantitative Methods
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- Magni, Carlo Alberto, 2004.
"Rating and ranking firms with fuzzy expert systems: the case of Camuzzi,"
5889, University Library of Munich, Germany.
- Magni, Carlo Alberto, 2007. "Rating and ranking firms with fuzzy expert systems: the case of Camuzzi," MPRA Paper 5646, University Library of Munich, Germany.
- Magni, Carlo Alberto, 2007. "Investment decisions, equivalent risk and bounded rationality," MPRA Paper 6073, University Library of Munich, Germany.
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