1. Construction System Reliability Analysis Based on Improved Firefly Algorithm
- Author
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Jie Zhao, Yang Yu, and Yancang Li
- Subjects
Engineering ,business.industry ,020209 energy ,Improved algorithm ,0211 other engineering and technologies ,02 engineering and technology ,Multi-objective optimization ,Reliability engineering ,021105 building & construction ,0202 electrical engineering, electronic engineering, information engineering ,Firefly algorithm ,Artificial intelligence ,business ,Reliability (statistics) ,Civil and Structural Engineering - Abstract
To solve the problems of multi-objective control, objective quantification difficulties and computational complexity existing in the construction management, the construction system reliability was introduced into the project management. The process of construction project was divided into several units of work based on system decomposition theory. And the reliability of each unit of work was calculated. Then, the system reliability was optimized by the improved firefly algorithm. To avoid that the basic algorithm is highly depended on the initial solution and easy to fall into local optimum at later stage, the dynamic population firefly algorithm was proposed. Engineering practice shows that the improved algorithm has higher convergence speed and accuracy of optimization. The study provides a novel method for effective construction management.
- Published
- 2016
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