Urban Land Use Optimal Mathematical Model based on Economic Benefit Maximization

被引:0
|
作者
Sun, Zhihui [1 ]
Fan, Yiqing [1 ]
机构
[1] Fujian Jiangxia Univ, Sch Econ & Trade, Fuzhou, Fujian, Peoples R China
关键词
Land use; optimal allocation; mathematical economic model; particle swarm optimization; kappa coefficient; PSO; OPTIMIZATION;
D O I
10.1142/S0218001421590229
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the problem of the contradiction between man and land becoming more and more prominent in the process of rapid urban development, and taking the maximization of economic benefits as the objective function, a method of land use optimal allocation based on mathematical model was proposed in order to scientifically and rationally utilize the limited land resources. First, the objective function and constraint system of optimal allocation of land use space are constructed by comprehensively considering the constraint conditions of economy, society, environment and ecology. Second, a mathematical model of optimal configuration based on layered particle swarm optimization is constructed, and the fitness value of subgroup, global fitness value and current particle velocity are combined to search for the optimal particle. Finally, Wuhan city is taken as an example for experimental simulation. The results showed that the overall accuracy and Kappa coefficient of the proposed optimal configuration mathematical model were 86% and 0.81, respectively, which verified the feasibility of the model.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] A reliability-based land use and transportation optimization model
    Yim, Kelvin K. W.
    Wong, S. C.
    Chen, Anthony
    Wong, C. K.
    Lam, William H. K.
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (02) : 351 - 362
  • [42] Integrating socio-economic and biophysical assessments using a land use allocation model
    Du, Y.
    Huffman, T.
    Toure, S.
    Feng, F.
    Gameda, S.
    Green, M.
    Liu, T.
    Shi, X.
    SOIL USE AND MANAGEMENT, 2013, 29 (01) : 140 - 149
  • [43] Optimal allocation of direct and embodied arable land associated to urban economy: Understanding the options deriving from economic globalization
    Ji, Xi
    Han, Mengyao
    Ulgiati, Sergio
    LAND USE POLICY, 2020, 91
  • [44] THE MULTI-OBJECTIVE SPACE OPTIMAL ALLOCATION OF URBAN LAND BASED ON SPATIAL GENETIC ALGORITHM
    Zhu, Xinhua
    OPEN HOUSE INTERNATIONAL, 2018, 43 (01) : 21 - 25
  • [45] Mathematical analysis of urban land use change in Xi’an city wall area by using parcel-level data
    ShuSheng Wang
    ZiLiang Zhao
    YuQian Xu
    XiaoLong Li
    Science China Technological Sciences, 2019, 62 : 687 - 697
  • [46] Urban Land Carbon Emission and Carbon Emission Intensity Prediction Based on Patch-Generating Land Use Simulation Model and Grid with Multiple Scenarios in Tianjin
    Li, Xiang
    Liu, Zhaoshun
    Li, Shujie
    Li, Yingxue
    Wang, Weiyu
    LAND, 2023, 12 (12)
  • [47] Introducing Preference Heterogeneity into a Monocentric Urban Model: An Agent-Based Land Market Model
    Filatova, Tatiana
    Parker, Dawn C.
    van der Veen, Anne
    SIMULATING INTERACTING AGENTS AND SOCIAL PHENOMENA: THE SECOND WORLD CONGRESS, 2010, 7 : 103 - +
  • [48] Mathematical analysis of urban land use change in Xi'an city wall area by using parcel-level data
    Wang, ShuSheng
    Zhao, ZiLiang
    Xu, YuQian
    Li, XiaoLong
    SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2019, 62 (04) : 687 - 697
  • [49] An Integrated Optimization Model for Urban Agglomeration Traffic and Land Use Based on Multi-objective Particle Swarm Optimization Algorithm
    Wu, Jiaqi
    Yu, Yang
    Xue, Wenqiang
    Zhang, Qinyuan
    2018 3RD IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION ENGINEERING (ICITE), 2018, : 58 - 62
  • [50] Mathematical analysis of urban land use change in Xi'an city wall area by using parcel-level data
    WANG ShuSheng
    ZHAO Zi Liang
    XU YuQian
    LI XiaoLong
    Science China Technological Sciences, 2019, 62 (04) : 687 - 697