Industry choice for an airport economic zone by multi-objective optimization

被引:6
|
作者
Wang, Dan [1 ]
Zhao, Xu [1 ]
Shen, Lixin [2 ]
Yang, Zhongzhen [1 ,3 ]
机构
[1] Dalian Maritime Univ, Coll Transportat Engn, Dalian 116026, Peoples R China
[2] Dalian Maritime Univ, Coll Maritime Econ & Management, Dalian 116026, Peoples R China
[3] Ningbo Univ, Fac Maritime & Transportat, Ningbo 315211, Peoples R China
基金
中国国家自然科学基金;
关键词
Airport economic zone; Industry choice; Multi-objective optimization; Unbounded knapsack problem; LAND-USE; SECTORS;
D O I
10.1016/j.jairtraman.2020.101872
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Airport Economic Zone (AEZ) is a suburban area whose infrastructure, land-use, and economy are centered on an airport. More than 100 AEZs are under planning and development in China. Industry choice is the critical issue for all the AEZs. To ensure that all the industries located in AEZs are closely related to airports and air transport, first, we create a pool of optional industries for AEZs based on the industrial input-output model. Second, we construct a multi-objective combinatorial optimization model subject to the constraints of land area of an AEZ, targeting the maximum number of employees, the largest GDP, the highest degree of aviation correlation, the fullest utilization of basic resources, and the greatest policy support. Third, to verify the feasibility of this model in practice, we choose the Zhengzhou Airport Economic Comprehensive Experimental Zone for case study. We divide these five objectives into two categories: economic objectives and non-economic objectives, and put different weights on them to describe different political preferences, and then discuss the calculation results in three scenarios. Finally, we come to the conclusion that comprehensive consideration of every characteristic of each industry can reasonably determine the scale of industrial land use and increase industrial economic benefit in AEZs. Our research provides a new quantitative and reliable method for industry choice and land use planning of an AEZ.
引用
收藏
页数:10
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