• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

Computer Engineering & Science ›› 2024, Vol. 46 ›› Issue (11): 2063-2070.

• Artificial Intelligence and Data Mining • Previous Articles     Next Articles

Construction and algorithm research of emergency material distribution model based on deprivation

PENG Pin,WANG Xin-yue   

  1. (School of Emergency Management and Safety Engineering,
    Jiangxi University of Science and Technology,Ganzhou 341000,China)
  • Received:2023-11-01 Revised:2024-01-09 Accepted:2024-11-25 Online:2024-11-25 Published:2024-11-27

Abstract: This paper focuses on the emergency material scheduling problem after sudden natural disasters, taking into account the victims psychological distress perception and post-disaster road conditions. By referring to the scarcity theory, the victims distress function is established. With the goal of minimizing both the psychological distress cost of victims and the emergency material transportation cost, a multi-objective emergency material scheduling model under the background of sudden natural disasters is constructed. The model is solved by a rapid non-dominated sorting genetic algorithm. Finally, a case study of a certain area affected by the Wenchuan earthquake is conducted to verify the effectiveness of the model and algorithm.

Key words: emergency material distribution, deprivation theory, NSGA-Ⅱ, road state