Title :
Research on entrepreneur FWNN-BDI model in different entrepreneurial environment
Author :
Ma, Zhi-Qiang ; Wang, Jian-Cheng
Author_Institution :
Sch. of Bus. Adm., Jiangsu Univ., Zhenjiang, China
Abstract :
In this paper, the entrepreneur BDI model in different entrepreneurial environment is constructed by consulting previous studies, and the entrepreneur BDI model based on the Fuzzy Wavelet Neural Networks is also set up by combining artificial neural network theory with wavelet analysis and fuzzy evaluation. With wavelet function as fuzzy membership function in this model, fuzzy inference can be conducted by using neural network and dynamic adjustment can be made to the shape of membership function, which gives the network a stronger learning and adaptive capacity. Simulation results prove that the proposed model, with high scientific rationality and operability, can enhance the controlling and reasoning capacity of BDI model by overcoming some inherent defects, such as poor calculation performance and the difficulty in dealing with ambiguity.
Keywords :
commerce; fuzzy set theory; neural nets; wavelet transforms; artificial neural network theory; different entrepreneurial environment; entrepreneur FWNN-BDI model; fuzzy inference; fuzzy membership function; fuzzy wavelet neural networks; scientific operability; scientific rationality; Adaptation model; Analytical models; Biological system modeling; Book reviews; Computational modeling; Neural networks; Uncertainty; BDI; entrepreneur; entrepreneurial environment; entrepreneurship; fuzzy wavelet neural networks;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5619263