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Multi-agent systems for simulating spatial decision behaviors and land-use dynamics

  • Xiaoping Liu*
  • , Xia Li
  • , Gar On Yeh Anthony
  • *此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

A new method to simulate urban land-use dynamics is proposed based on multi-agent systems (MAS). The model consists of a series of environmental layers and multi-agent layers, which can interact with each other. It attempts to explore the interactions between different players or agents, such as residents, property developers, and governments, and between these players and the environment. These interactions can give rise to urban macro-spatial patterns. This model is used to simulate the land-use dynamics of the Haizhu district of Guangzhou City in 1995-2004. Cellular automata (CA) were also used for the simulation of land use changes as a comparison. The study indicates that MAS has better performance for simulating complex cities than CA.

源语言英语
页(从-至)1184-1194
页数11
期刊Science in China, Series D: Earth Sciences
49
11
DOI
出版状态已出版 - 11月 2006
已对外发布

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 15 - 陆地生物
    可持续发展目标 15 陆地生物

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