Title :
Multiple modeling for telecom purchasing performance based on fuzzy neural network theory
Author :
Cao Jian-qing ; You Jian-xin
Author_Institution :
Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
Abstract :
Multiple variable modeling of purchasing performance is very important. Due to many fuzzy concepts which are not clearly defined or difficult to quantify in operation, we introduce the fuzzy theory in the neural network model to establish a fuzzy neural network to model the multiple variable purchasing performances. Fuzzy theory can explain the fuzzy phenomenon that is unique to human language while the neural network can automatically dig out the complex relationship between indicators. This paper analyzes the feasibility of the scheme.
Keywords :
fuzzy neural nets; fuzzy set theory; purchasing; telecommunication computing; telecommunication industry; fuzzy concepts; fuzzy neural network theory; multiple variable modeling; multiple variable purchasing performances; telecom purchasing performance; Companies; Fuzzy neural networks; Humans; Marketing and sales; Neural networks; Procurement; Telecommunications; Purchasing; fuzzy neural network; fuzzy theory; purchasing performance;
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2012 9th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-2024-6
DOI :
10.1109/ICSSSM.2012.6252284