Research on Comprehensive Assessment Model for Eco-friendly Manufacturing Enterprises Based on AHP and ANN
Being significant entities which influenced resource and environment,eco-friendly manufacturing enterprises should be an important part of our society.Effectual assessment system is useful to guide enterprises toward sustainable development.The comprehensive assessment system for eco-friendly manufacturing enterprises is a complicated system.The factors that influence the eco-friendly degree is complicated and it has nonlinear relations,it is hard to describe the relation by single model.This paper innovatively proposes a comprehensive assessment model for eco-friendly manufacturing enterprises,which breaks through the limitation of conventional assessment methods.Firstly,on the basis of calculating the weight of each index by AHP,the paper calculates the eco-friendly degree comprehensive index of eco-friendly manufacturing enterprises to provide the samples for Artificial Neural Network learning.Then,it trains and tests the sample data with Neural Network technology in order to assess comprehensive eco-friendly degree of manufacturing enterprises.The effectiveness of the methodology is verified with an empirical study by using the data of listed eco-friendly manufacturing enterprises.
Eco-Friendly Manufacturing Enterprises Comprehensive assessment method Analytic Hierarchy Process (AHP) Artificial Neural Network (ANN)
Sang Jinyan Zhang Yinghua
Eco-culture and Scientific Development Center,Shandong University of Technology,P.R.China,255049;Sch School of Business,Tianjin University of Finance and Economics,,P.R.China,300222
国际会议
第三届产品创新管理国际会议(The 3rd International Conference on Product Innovation Management)
武汉
英文
2008-10-26（万方平台首次上网日期，不代表论文的发表时间）