Regional land-use allocation with a spatially explicit genetic algorithm
作者: Yaolin LiuMan YuanJianhua HeYanfang Liu
作者单位: 1School of Resource and Environmental Sciences, Wuhan University
刊名: Landscape and Ecological Engineering, 2015, Vol.11 (1), pp.209-219
来源数据库: Springer Journal
DOI: 10.1007/s11355-014-0267-6
关键词: Land-use allocationHeuristic optimizationGenetic algorithmPlanning knowledge
英文摘要: Abstract(#br)Land-use allocation is an important way to promote the intensive and economic use of land resources and achieve the goal of sustainable development. It is a complex spatial optimization problem, and heuristic algorithms have been one of the most effective ways to solve it in past studies. However, heuristic algorithms lack the guidance of planning knowledge, which makes land-use patterns usually unreasonable in practice. This research proposes a spatially explicit genetic algorithm (SEGA) that integrates land-use planning knowledge with the genetic algorithm (GA). The SEGA transforms the spatially implicit computation mode of the GA into a spatially explicit optimization style, which helps to promote the effectiveness of regional land-use allocation. Gaoqiao Town, China, was...
全文获取路径: Springer  (合作)
影响因子:0.923 (2012)

  • allocation 分配
  • genetic 遗传的
  • algorithm 算法
  • explicit 明白