标题：Land Use Allocation Based on a Multi-Objective Artificial Immune Optimization Model: An Application in Anlu County, China作者：Ma, Xiaoya; Zhao, Xiang

来源出版物：SUSTAINABILITY 卷：7 期：11 页：15632-15651 DOI：10.3390/su71115632 出版年：NOV 2015

摘要：As the main feature of land use planning, land use allocation (LUA) optimization is an important means of creating a balance between the land-use supply and demand in a region and promoting the sustainable utilization of land resources. In essence, LUA optimization is a multi-objective optimization problem under the land use supply and demand constraints in a region. In order to obtain a better sustainable multi-objective LUA optimization solution, the present study proposes a LUA model based on the multi-objective artificial immune optimization algorithm (MOAIM-LUA model). The main achievements of the present study are as follows: (a) the land-use supply and demand factors are analyzed and the constraint conditions of LUA optimization problems are constructed based on the analysis framework of the balance between the land use supply and demand; (b) the optimization objectives of LUA optimization problems are defined and modeled using ecosystem service value theory and land rent and price theory; and (c) a multi-objective optimization algorithm is designed for solving multi-objective LUA optimization problems based on the novel immune clonal algorithm (NICA). On the basis of the aforementioned achievements, MOAIM-LUA was applied to a real case study of land-use planning in Anlu County, China. Compared to the current land use situation in Anlu County, optimized LUA solutions offer improvements in the social and ecological objective areas. Compared to the existing models, such as the non-dominated sorting genetic algorithm-II, experimental results demonstrate that the model designed in the present study can obtain better non-dominated solution sets and is superior in terms of algorithm stability.

入藏号：WOS:000369088600062

文献类型：Article

语种：English

作者关键词：land use planning, land use allocation, multi-objective optimization

扩展关键词：ECOSYSTEM SERVICES; PROGRAMMING-MODEL; VALUING ECOSYSTEM; ALGORITHM; SYSTEM; DYNAMICS; PATTERN; MANAGEMENT; SELECTION; POLICY

通讯作者地址：Zhao, X, Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China.

电子邮件地址：xiaoyama@whu.edu.cn; zhaoxiang@whu.edu.cn

地址：[Ma, Xiaoya; Zhao, Xiang] Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China.

研究方向：Environmental Sciences & Ecology

ISSN：2071-1050

影响因子（2014）：0.942