Study The Relationship Between Emotional Intelligence Of The Managers And Their Entrepreneurial Personality In Air-Handling Units And Industrial Diffusers Manufacturers With Using Artificial Neural Network

Abstract The aim of this research is the study the relationship between emotional intelligence of the levels of managers senior managers middle managers and operational managers on their entrepreneurial personality in Tehran province air-handling units and industrial diffusers manufacturers in the country of Iran with using artificial neural networks. The volume of the statistical society for each one of these three groups is 81 183 and 430. The sampling method in this research is Stratified random method. With using the Cochran formula the sample size for each one of these three groups is 58 95 and 135. It is used from the regression model and Neural Networks model for test of assumption . The results of this research has clarified that the factors of the emotional for the managers of senior and operational levels and their entrepreneurial personality have positive and meaningful relation The Coefficient Of Correlation in sequence is 0.537 26 0.725 but there is no positive and meaningful relations between emotional intelligence for the managers of middle levels and their entrepreneurial personality. The findings also showed that the neural network approach is better than linear regression for predicting this relationship.