Keywords: genetic algorithm
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Journal Articles
Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction (2025) 178 (1): 1–9.
Published: 18 February 2025
... boosting and genetic algorithms was proposed to solve these problems. Support vector machine optimisation was accomplished using the beetle antennae search algorithm. The enhanced genetic algorithm was then used directly to swap out the fit solutions for the unfit ones. One hundred projects completed...
Journal Articles
Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction (2024) 177 (3): 199–208.
Published: 16 September 2024
...Hongju Hu; Youlin Liao Developing a safety evaluation model for construction is of utmost importance due to the increasing prevalence of safety issues on construction sites in a rapidly growing sector. Consequently, this research integrates a clonal genetic algorithm (CGA) and a Bayesian network...
Journal Articles
Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction (2024) 177 (3): 148–157.
Published: 16 September 2024
... platforms, which can effectively address the problem that the current green building projects do not belong to each other when designing. The research also proposes a multi-objective optimisation algorithm based on the genetic algorithm. The proposed method optimises the overall design of green buildings...
Journal Articles
Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction (2024) 177 (2): 116–126.
Published: 23 November 2023
... supply chain can boost management value (Magill et al., 2022). Jalali et al. (2020) found that sustainable development requirements are crucial in architectural design, and they used genetic algorithms (GAs) and sustainability methods to optimise an office building facade. Multi...
Journal Articles
Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction (2024) 177 (2): 83–92.
Published: 19 October 2023
... based on the risk identification results and a genetic algorithm is added to the model to improve its performance. Finally, a simulation experiment is designed to verify the effectiveness of the method. The results show that the identification accuracy of the risk identification algorithm proposed...

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