Title :
Research of Project Evaluation Decision Model Based on AHP-SOM
Author :
Peng, Yan ; Zhuang, Li-Ke
Author_Institution :
Capital Normal Univ., Beijing
Abstract :
Firstly, to construct project bidding decision-making of complex indexes, simplifying indexes system and preprocessing of sample data are performed through analytic hierarchy process to normal data. Secondly, a decision-making model is constructed using SOFM and trained by the sample data. The preliminary experimental result demonstrates that the AHP-SOFM model obtains better visual results and the accuracy attains up to 84.6%.
Keywords :
decision making; decision support systems; self-organising feature maps; analytic hierarchy process; decision-making model; self-organizing feature maps; Artificial neural networks; Cybernetics; Data engineering; Decision making; Educational institutions; Machine learning; Neural networks; Software performance; Visual effects; Workstations; Analytic hierarchy process; Artificial neural network; Bidding decision-making; Feature maps; Self-Organizing;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370842
