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原文传递 Preference Information Incorporation for Decision Making in the Biobjective Alignment Optimization Problem of River-Crossing Tunnels
题名: Preference Information Incorporation for Decision Making in the Biobjective Alignment Optimization Problem of River-Crossing Tunnels
正文语种: 英文
作者: Zhuoye Zhang; Linjun Lu; Lian Zhu; Wenying Zhang; and Jun Yang
作者单位: Jiao Tong Univ.
摘要: For a specific multiobjective tunnel alignment design problem, engineers have difficulty finding a suitable solution to satisfy a set of preference criteria. This paper presents a biobjective optimization approach incorporating the preference information to the search process interactively, which can greatly accelerate this process and guide the search to the relevant Pareto region. Safety performance and construction cost are cast in the model as two conflicting objective functions. Moreover, a case study in Shanghai, China that applied the biobjective optimization model was conducted to demonstrate the capability of our new approach compared with traditional alignment design models. The results indicated that the incorporation of preference could not only provide a more qualified solution set than traditional alignment optimization models, but also save computation time as well as the engineers, workload to compare and select alternative solutions.
出版日期: 2020.10
出版年: 2020
期刊名称: Journal of Transportation Engineering
卷: Vol.146
期: No.10
页码: 04020121
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