An interval fuzzy chance-constrained programming model for sustainable urban land-use planning and land use policy analysis

被引:53
|
作者
Zhou, M. [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Nontradit Secur Ctr, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Coll Publ Adm, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Uncertainty; Sustainable land-use allocation; Interval fuzzy chance-constrained model; Land use policy; Environmental management; USE ALLOCATION; MATHEMATICAL-MODEL; SUPPORT-SYSTEM; USE MANAGEMENT; OPTIMIZATION; AREAS; UNCERTAINTY; STRATEGIES; DYNAMICS; LINKING;
D O I
10.1016/j.landusepol.2014.09.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, an interval fuzzy chance-constrained land-use allocation (IFCC-LUA) model is developed for sustainable urban land-use planning management and land use policy analysis under uncertainty. This method is based on an integration of interval parameter programming (IPP), fuzzy flexible linear programming (FFLP) and chance-constrained programming (CCP) techniques. Complexities in land-use planning management system can be systematically reflected, thus applicability of the modeling process can be highly enhanced. The developed method is applied to planning land-use allocation practice in Nanjing city, China. The objective of the IFCC-LUA is maximizing net benefit from LUA system and the main constraints include investment constraints, land suitability constraints, water/power consumption constraints and wastewater/solid waste capacity constraints. Modeling results indicate that desired system benefit will be between [1.34, 1.74] x 10(12) yuan under the minimum violating probabilities; the optimized areas of commercial land, industrial land, agricultural land, transportation land, residential land, water land, green land, landfill land and unused land will be [290, 393] hm(2), 1176, 238] hm(2), [3245, 4390] hm(2), [126, 170] hm(2), [49, 661 hm(2), [1241, 1679] hm(2), [102, 138] hm2, [7, 10] hm(2) and [178, 241] hm(2). They can be used for generating decision alternatives and thus help decision makers identify desired land use policies under various system-reliability constraints of economic development requirement and environmental capacity of pollutant. Tradeoffs between system benefits and constraint violation risks can also be tackled. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:479 / 491
页数:13
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