Spatial optimization

    空间最优化问题

Participants in our research group

    本课题组参与人员:

尹凌、  於琦

Keywords

    关键词:

agent-based model, emergency evacuation, knowledge database, mobile phone data, population distribution, spatial control, GIS, parallel computing, wildfire control, spatial optimization

Description

    简介:

• Formulate the research scheme to solve the urban emergency evacuation optimization scheme based on agent simulation. 制定研究方案,求解基于agent仿真的城市应急疏散最优化方案。

• The coupling scheme of desktop GIS and parallel computing environment is developed, and the optimal fire suppression model based on cellular automata and genetic algorithm is implemented. 研发桌面GIS与并行计算环境的耦合方案,实现基于元胞自动机和遗传算法的最优挡火模型。

Publication

    论文:

Ling Yin, Jie Chen, Hao Zhang, Zhile Yang, Qiao Wan, Li Ning, Jinxing Hu, Qi Yu, 2019. Improving emergency evacuation planning with mobile phone location data. Environment and Planning B: Urban Analytics and City Science. (SSCI)

Ling Yin, Shih-Lung Shaw, Dali Wang, Eric A. Carr, Michael W. Berry, Louis J. Gross, and E. Jane Comiskey, 2012. A framework of integrating GIS and parallel computing for spatial control problems - A case study of wildfire control. International Journal of Geographical Information Science, 26(4), 621–641. (SCI)

     
  Optimal refuge configuration for the population distribution corresponding to 0800–0900.   The simulated evacuation process using the population distribution of 800am.
 

Cooperations

    合作单位:
 
State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences    中国科学院地理科学与资源研究所资源与环境信息系统国家重点实验室   Department of Geography, University of Tennessee, Knoxville
美国田纳西大学
  Ecosystem Simulation Science, Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
美国橡树岭国家实验室环境科学部
 

Copy;right © 2017 High Performance Computing Center,    Shenzhen Institutes of Advanced Technology,    Chinese Academy of Sciences.
Designed by Chunxia Zeng. Oct 15 2017.