Title :
Green Construction Alternatives Evaluation Using GA-BP Hybrid Algorithm
Author :
Shi, Qian ; Xu, Yilong ; Chen, Shoufeng
Author_Institution :
Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
Abstract :
According to the characteristics of green construction, this paper defines the key indexes in green construction assessment system which includes resources utilization, environmental protection and construction management. It also builds up green construction assessment model in which relationships among indexes are established. Back Propagation Neural Network (BPNN) optimized by genetic algorithm (GA) is used to assess green construction alternatives. And a case study has been conducted in order to verify the adaptability of the model.
Keywords :
backpropagation; construction industry; environmental factors; genetic algorithms; neural nets; resource allocation; GA-BP hybrid algorithm; back propagation neural network; construction management; environmental protection; genetic algorithm; green construction alternative evaluation; green construction assessment system; resource utilization; Air pollution; Environmental economics; Environmental management; Environmentally friendly manufacturing techniques; Fuzzy systems; Industrial pollution; Neural networks; Protection; Resource management; Urban pollution;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5305695
