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Land-use spatial optimization based on PSO algorithm

Ma, Shifa ; He, Jianhua ; Liu, Feng ; Yu, Yan

Geo-spatial information science, 2011-01, Vol.14 (1), p.54-61 [Periódico revisado por pares]

Heidelberg: Taylor & Francis Group

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  • Título:
    Land-use spatial optimization based on PSO algorithm
  • Autor: Ma, Shifa ; He, Jianhua ; Liu, Feng ; Yu, Yan
  • Assuntos: Earth and Environmental Science ; Geographical Information Systems/Cartography ; Geography ; GIS ; intelligent agent ; land-use spatial allocation ; P208 ; PSO
  • É parte de: Geo-spatial information science, 2011-01, Vol.14 (1), p.54-61
  • Notas: ObjectType-Article-1
    SourceType-Scholarly Journals-1
    ObjectType-Feature-2
    content type line 23
  • Descrição: The optimization of land-use spatio-structure is one of the most important areas of land use management; constructing a spatial optimization model that is based on the micro spatial unit in a bottom-up mode plays an important role in coupling the quantity structure and spatial structure effectively. The objective of this research is to develop a land use spatial optimization model based on particle swarm optimization to make spatial decision in land use management. The model is implemented using real datasets to emulate the process of spatial structure optimization in order to get the best landscape pattern under the control of decision environments. Simulation results revealed that the particle swarm optimization model has the ability to utilize the quantity and spatial structure. Furthermore, the result demonstrated that it can be used to stimulate the landscape pattern in designing the appropriate optimization environment, which could land quantity target to the basic spatial units effectively and provide appropriate spatio-structure for regional land use space layout decision making.
  • Editor: Heidelberg: Taylor & Francis Group
  • Idioma: Inglês
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