太阳成8722(中国)有限公司-GREEN NO.1

标题：A land-use spatial optimization model based on genetic optimization and game theory作者：Liu, Yaolin; Tang, Wei; He, Jianhua; Liu, Yanfang; Ai, Tinghua; Liu,Dianfeng

来源出版物：COMPUTERS ENVIRONMENT AND URBAN SYSTEMS 卷：49 页：1-14 DOI：10.1016/j.compenvurbsys.2014.09.002 出版年：JAN 2015

摘要：Land-use patterns can be considered as a consequence of competitions between different land-use types. How to coordinate the competitions is the key to land-use spatial optimization. In order to improve the ability of existing land-use spatial optimization models for addressing local land-use competitions (the competitions on land units), a loosely coupled model based on a genetic algorithm (GA) and game theory is constructed. The GA is repeatedly executed to separately optimize the spatial layout of each land-use type. The land-use status quo is overlaid with the optimization results to find local land-use competitions. The concept of land-use competition zones is introduced in this study. Using the competition zones as the basic units, the model utilizes multi-stakeholder games and the knowledge of land-use planning to coordinate the local land-use competitions. The final solution is obtained after the land-use coordination. Gaoqiao Town, Zhejiang Province is selected as the study area to verify the validity of the model. The experimental results confirm that the model is feasible to undertake land-use spatial optimization and to coordinate the competitions between different land-use types.

入藏号：WOS:000345805300001

文献类型：Article

语种：English

作者关键词：Land-use spatial optimization, Genetic algorithm, Local land-use competition, Game theory

扩展关键词：USE ALLOCATION; EVOLUTIONARY ALGORITHMS; CELLULAR-AUTOMATA; GIS; CHINA; INTEGRATION; FRAMEWORK; MANAGEMENT; AREA

通讯作者地址：Liu, YL, Wuhan Univ, Sch Resource & Environm Sci, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

地址：

[Liu, Yaolin; Tang, Wei; He, Jianhua; Liu, Yanfang; Ai, Tinghua; Liu, Dianfeng] Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China.

[Liu, Yaolin; He, Jianhua; Liu, Yanfang; Ai, Tinghua; Liu, Dianfeng] Minist Educ, Key Lab Geog Informat Syst, Wuhan 430079, Peoples R China.

研究方向：Computer Science; Engineering; Environmental Sciences & Ecology; Geography; Operations Research & Management Science

ISSN：0198-9715

eISSN: 1873-7587

影响因子（2014）：1.537