Multiobjective Route Planning Model and Algorithm for Emergency Management

Gai Wen-mei; Jiang Zhong-an; Deng Yun-feng; Li Jing; Du Yan

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Multiobjective Route Planning Model and Algorithm for Emergency Management

机译：应急管理的多目标路径规划模型和算法

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In order to model route planning problem for emergency logistics management taking both route timeliness and safety into account, a multiobjective mathematical model is proposed based on the theories of bounded rationality. The route safety is modeled as the product of safety through arcs included in the path. For solving this model, we convert the multiobjective optimization problem into its equivalent deterministic form. We take uncertainty of the weight coefficient for each objective function in actual multiobjective optimization into account. Finally, we develop an easy-to-implement heuristic in order to gain an efficient and feasible solution and its corresponding appropriate vector of weight coefficients quickly. Simulation results show the effectiveness and feasibility of the models and algorithms presented in this paper.

机译：为了同时考虑路线的时效性和安全性对应急物流管理中的路线规划问题进行建模，提出了基于有限理性理论的多目标数学模型。路径安全被建模为通过路径中包含的弧的安全乘积。为了解决该模型，我们将多目标优化问题转换为其等效的确定形式。在实际的多目标优化中，我们考虑了每个目标函数的权重系数的不确定性。最后，我们开发了一种易于实现的启发式方法，以便快速获得有效可行的解决方案及其相应的权重系数向量。仿真结果表明了本文提出的模型和算法的有效性和可行性。

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《Mathematical Problems in Engineering》 |2015年第2期|565403.1-565403.17|共17页
作者
Gai Wen-mei; Jiang Zhong-an; Deng Yun-feng; Li Jing; Du Yan;
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作者单位

Chinese Acad Governance, Beijing 100089, Peoples R China.;

Univ Sci & Technol Beijing, Sch Civil & Environm Engn, Beijing 100083, Peoples R China.;

Chinese Acad Governance, Beijing 100089, Peoples R China.;

China Acad Safety Sci & Technol, Inst Publ Safety, Beijing 100012, Peoples R China.;

Univ Sci & Technol Beijing, Sch Civil & Environm Engn, Beijing 100083, Peoples R China.;

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1. Multiobjective Route Planning Model and Algorithm for Emergency Management [J] . Wen-meiGai, Zhong-anJiang, Yun-fengDeng, Mathematical Problems in Engineering: Theory, Methods and Applications . 2015,第5期

机译：应急管理的多目标路径规划模型和算法
2. Multiobjective Route Planning Model and Algorithm for Emergency Management [J] . Wen-meiGai, Zhong-anJiang, Yun-fengDeng, Mathematical Problems in Engineering: Theory, Methods and Applications . 2015,第1期

机译：应急管理的多目标路径规划模型和算法
3. Model and algorithm of routes planning for emergency relief distribution in disaster management with disaster information update [J] . Zhu Jianming, Liu Shuyue, Ghosh Smita Journal of combinatorial optimization . 2019,第1期

机译：灾害信息灾害管理中应急救济分布途径规划的模型与算法
4. Comparison of multiobjective evolutionary algorithms for solving the multiobjective route planning in dynamic multi-hop ridesharing [C] . Herbawi Wesam, Weber Michael 2011 IEEE Congress on Evolutionary Computation . 2011

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5. ROUTING AND SCHEDULING OF HAZARDOUS MATERIALS SHIPMENTS: ALGORITHMIC APPROACHES TO MANAGING SPENT NUCLEAR FUEL TRANSPORT (MULTIOBJECTIVE, SHORTEST PATH, CURFEWS). [D] . COX, ROGER GARY. 1984

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6. Power aware routing algorithms (PARA) in wireless mesh networks for emergency management [O] . Tawfik Al-Hadhrami, Faisal Saeed, Funminiyi Olajide 2012

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7. Multiobjective Route Planning Model and Algorithm for Emergency Management [O] . Wen-mei Gai, Zhong-an Jiang, Yun-feng Deng, 2015

机译：多目标路线规划模型及应急管理算法

Multiobjective Route Planning Model and Algorithm for Emergency Management

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