Green Construction Alternatives Evaluation Using GA-BP Hybrid Algorithm
- Resource Type
- Conference
- Authors
- Shi, Qian; Xu, Yilong; Chen, Shoufeng
- Source
- 2009 International Conference on Management and Service Science Management and Service Science, 2009. MASS '09. International Conference on. :1-5 Sep, 2009
- Subject
- Engineering Profession
General Topics for Engineers
Air pollution
Environmental management
Urban pollution
Protection
Neural networks
Environmentally friendly manufacturing techniques
Industrial pollution
Fuzzy systems
Environmental economics
Resource management
- Language
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.