DocumentCode :
534874
Title :
Self-organizing neural networks evaluation model and its application
Author :
Zhang, Xianqi ; Feng, Wenhong
Author_Institution :
North China Univ. of Water Resources & Electr. Power, Zhengzhou, China
fYear :
2010
fDate :
29-30 Oct. 2010
Firstpage :
52
Lastpage :
55
Abstract :
Comprehensive evaluation of water resources sustainable utilization is a typical decision-making problem with multi-goals, multi-layers and multi-attributes, it is necessary to consider comprehensively factors of society, economy, resources and environment. Based on real state of Yunnan Province, a new evaluation index system of water resources sustainable utilization has been set up, through applying the clustering function of SOFM network, making a clustering analysis on total Yunnan province and various degree of local water resources sustainable utilization. The outcome shows that water resources sustainable utilization degree in Yunnan province can be classified to 5 classes, and the total region of Yunnan province belongs to III class, that is to say water resources sustainable utilization can be maintained on the whole. The model provides us a new method and thought for comprehensive evaluation of water resources sustainable utilization with its clear thought and reasonable outcomes.
Keywords :
decision making; pattern clustering; performance index; self-organising feature maps; sustainable development; water resources; SOFM; Yunnan province; clustering analysis; clustering function; comprehensive evaluation; decision making; evaluation index system; self-organizing neural networks; sustainable utilization; water resources; Argon; Biological system modeling; clustering; neural networks; sustainable utilization; water resources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence and Education (ICAIE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6935-2
Type :
conf
DOI :
10.1109/ICAIE.2010.5641493
Filename :
5641493
Link To Document :
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