Intelligent control decision integrating fuzziness and randomness for automatic management of cash flow

Author:

Wang HongliORCID,Fei Liguo,Feng Yuqiang

Abstract

Automatic management of cash flow from the perspective of cybernetics decisions can improve work efficiency and accuracy of cash flow management. Disadvantage of traditional fuzzy control method is that it only expresses fuzziness and ignores randomness. The automatic management of cash flow involves variables representing the fuzziness and randomness of human cognition which need new calculation methods to solve. Based on fuzzy control this paper proposes a cloud set control decision method for cash flow management. Cloud set and its I operation and P operation are described. Methods are studied including observation variables and control variables, fuzziness of observation variables and control variables, description of rules, and cloud reasoning based on cloud set. The method is applied successfully in automatic management of cash flow in which control amount of expenditure intensity is -2.285. It is shown that this method can effectively obtain reasonable control quantities considering fuzzy and random properties by the comparison with fuzzy control method. The method for automatic management of cash flow proposed has greater objectivity and effectiveness for the integration of fuzzy and randomness representing human cognition and decision.

Funder

Natural Science Foundation of Fujian Province

Publisher

Public Library of Science (PLoS)

Reference46 articles.

1. Fuzzy sets;LA Zadeh;Information and control,1965

2. An intelligent system based on fuzzy probabilities for medical diagnosis-A study in aphasia diagnosis;MM Khorasani;Journal of Research in Medical Sciences,2009

3. The method of accounting for scattering errors by the method of fuzzy sets in strength models of radio elements mounted on printed circuit boards of electronic devices;VE Bolnokin;International Journal on Information Technologies and Security,2022

4. Novel ARC-fuzzy coordinated automatic tracking control of four-wheeled mobile robot;S Muralidharan;Intelligent Automation and Soft Computing,2023

5. Fuzzy soft set based stock prediction model integrating machine learning with deep sentiment analysis;MS Sivri;Journal of Multiple-Valued Logic and Soft Computing,2022

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