TY - GEN
T1 - Optimization Algorithm for Construction Procedure Scheduling in Prefabricated Construction Based on NSGA-III
AU - Zhang, Zhenpeng
AU - Li, Xiaowen
AU - Ma, Yelin
AU - Lu, Jingshun
AU - Wu, Jiajun
AU - Chai, Runqi
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - In recent years, prefabricated construction has emerged as a significant trend in the development of the construction industry. Compared with the traditional construction methods, prefabricated buildings is more integrated, standard-ized and mechanized, and the uncontrollable factors in the construction process are significantly reduced, which has more room for optimization in the planning of various schemes. This study examines the construction process constraints and material residual constraints and presents a multi-objective optimisation problem aimed at minimising the overall construction time and maximising the overall scheduling factor. The NSGA-III is employed to solve this problem. Experimental results demonstrate the effectiveness and superiority of the proposed algorithm.
AB - In recent years, prefabricated construction has emerged as a significant trend in the development of the construction industry. Compared with the traditional construction methods, prefabricated buildings is more integrated, standard-ized and mechanized, and the uncontrollable factors in the construction process are significantly reduced, which has more room for optimization in the planning of various schemes. This study examines the construction process constraints and material residual constraints and presents a multi-objective optimisation problem aimed at minimising the overall construction time and maximising the overall scheduling factor. The NSGA-III is employed to solve this problem. Experimental results demonstrate the effectiveness and superiority of the proposed algorithm.
KW - genetic algorithms
KW - multi-objective optimization
KW - prefabricated building
UR - http://www.scopus.com/inward/record.url?scp=85189318420&partnerID=8YFLogxK
U2 - 10.1109/CAC59555.2023.10450351
DO - 10.1109/CAC59555.2023.10450351
M3 - Conference contribution
AN - SCOPUS:85189318420
T3 - Proceedings - 2023 China Automation Congress, CAC 2023
SP - 3399
EP - 3404
BT - Proceedings - 2023 China Automation Congress, CAC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 China Automation Congress, CAC 2023
Y2 - 17 November 2023 through 19 November 2023
ER -