The Research on the relationship between urban land and population - Based on CA model of GIS

Pengbo Li, Han-Liang Lin

Research output: Contribution to journalConference article

Abstract

The study of the relationship between urban land and its population can further uncover the simple nature behind the complex relationship of urban elements, which is of critical theory and practical significance for solving the contradictions of the environment, economy and population for the current city. This paper, based on the geographic information system (GIS), has created a integrating model, taken cellular automaton (CA) as the dominant center. It would become an important point for the study of urban population and land relations in China. Moreover, the artificial neural network, intelligent system of genetic algorithm and related mathematical theories are introduced under the premise of the CA- GIS model. At the same time, the Urban Dynamics model is also given. Based on the theory, the model is developed into an intelligent integrated model system, and then some basic ideas for creating intelligent CA- GIS simulation experiment methods are pointed out.

Original languageEnglish
Article number052059
JournalIOP Conference Series: Materials Science and Engineering
Volume394
Issue number5
DOIs
Publication statusPublished - 2018 Aug 8
Event2018 5th International Conference on Advanced Composite Materials and Manufacturing Engineering, ACMME 2018 - Xishuangbanna, Yunnan, China
Duration: 2018 Jun 162018 Jun 17

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Cellular automata
Geographic information systems
Intelligent systems
Dynamic models
Genetic algorithms
Neural networks
Experiments

All Science Journal Classification (ASJC) codes

  • Materials Science(all)
  • Engineering(all)

Cite this

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The Research on the relationship between urban land and population - Based on CA model of GIS. / Li, Pengbo; Lin, Han-Liang.

In: IOP Conference Series: Materials Science and Engineering, Vol. 394, No. 5, 052059, 08.08.2018.

Research output: Contribution to journalConference article

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