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Construction System Reliability Analysis Based on Improved Firefly Algorithm
- Source :
- The Open Civil Engineering Journal. 10:189-199
- Publication Year :
- 2016
- Publisher :
- Bentham Science Publishers Ltd., 2016.
-
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.
- 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
Subjects
Details
- ISSN :
- 18741495
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- The Open Civil Engineering Journal
- Accession number :
- edsair.doi...........a22b5863495b9157f945e17aa39b4143
- Full Text :
- https://doi.org/10.2174/1874149501610010189