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EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS: An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation

机译：具有有限容量下沉的疏散模拟：一种解决多智能经纪疏散模拟中的避难所分配和容量分配问题的进化方法

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We heuristically solve an evacuation problem with limited capacity shelters. An evolutionary learning algorithm is developed for the combined route- and shelter-assignment problem. It is complemented with a heuristic method for the fair minimization of shelter capacities. Different behavioral assumptions "fair" vs. "globally optimal") are investigated. The proposed approaches are discussed in the context of a real-world tsunami evacuation problem.

机译：我们启发性地解决了有限的容量庇护所的疏散问题。为组合的路线和避难所分配问题开发了一种进化学习算法。它与公平最小化庇护能力最小化的启发式方法。调查了不同的行为假设“公平”与“全球最佳”）进行了调查。在真实的海啸疏散问题的背景下讨论了拟议的方法。

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《International Conference on Evolutionary Computation》|2010年||共6页
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作者
Gunnar Flotterod; Gregor Lammel;
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正文语种
中图分类 TP301.6-53;
关键词
Evacuation; Shelter allocation; Shelter capacity assignment; Iterative learning; Nash equilibrium; System optimum; Multi-agent simulation;

机译：疏散;住房分配;庇护能力分配;迭代学习;纳什均衡;系统最佳;多代理模拟;

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1. Integrating multi-agent evacuation simulation and multi-criteria evaluation for spatial allocation of urban emergency shelters [J] . Yu Jia, Zhang Chuanrong, Wen Jiahong, International Journal of Geographical Information Science . 2018,第9a10期

机译：集成多主体疏散模拟和多准则评估的城市应急避难所空间分配
2. Relationships Between Evacuation Population Size, Earthquake Emergency Shelter Capacity, and Evacuation Time [J] . Xiujuan Zhao, Wei Xu, Yunjia Ma, International Journal of Disaster Risk Science . 2017,第4期

机译：疏散人口规模，地震应急避难所容量和疏散时间之间的关系
3. Modeling human behavior during emergency evacuation using intelligent agents: A multi-agent simulation approach [J] . Sharad Sharma, Kola Ogunlana, David Scribner, Information systems frontiers . 2018,第4期

机译：使用智能代理对紧急疏散过程中的人类行为进行建模：一种多代理仿真方法
4. EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS: An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation [C] . Gunnar Flotterod, Gregor Lammel International Conference on Evolutionary Computation . 2010

机译：具有有限容量下沉的疏散模拟：一种解决多智能经纪疏散模拟中的避难所分配和容量分配问题的进化方法
5. Introducing uncertainty into evacuation modeling via dynamic traffic assignment with probabilistic demand and capacity constraints. [D] . Yazici, Mustafa Anil. 2010

机译：通过具有概率需求和容量约束的动态交通分配，将疏散模型引入不确定性。
6. Pre-evacuation Time Estimation Based Emergency Evacuation Simulation in Urban Residential Communities [O] . Jiayan Chen, Jia Yu, Jiahong Wen, 2019

机译：基于预疏散时间估计的城市居民社区紧急疏散模拟
7. Simulation of Debris Flow Disaster Evacuation of Hillside Community Using the AnyLogic Software- Simulation of debris flow disaster evacuation [O] . Szu-Hsien PENG 2018

机译：使用AnyLogic软件模拟碎片流动灾难疏散模拟山坡群落的模拟
8. Simulation Tool for Optimizing Non-Combatant Evacuation (STONE): Optimization of Evacuation Time and Transportation Resource Utilization. [R] . Caron, J., Kaluzny, B. L. 2015

机译：优化非战斗人员疏散的仿真工具（sTONE）：疏散时间和运输资源利用的优化。

EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS: An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation

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