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Research the Optimal Path of Post-Disaster Relief Vehicles Based on Ant Colony Algorithm and WSN

Gao Weimin
2016 International Journal of Future Generation Communication and Networking  
relief material to reduce the aid does not lead to timely the direct and indirect losses, maximize meet the transport requirements of post-disaster emergency relief material to reduce the aid does not  ...  The simulation results show that the design of the optimal path to solve the disaster relief vehicles have obvious advantages and important practical significance.It Improved ant colony algorithm can quickly  ...  ); Philosophy and social science foundation in Hunan province (No.14YBA129)  ... 
doi:10.14257/ijfgcn.2016.9.7.14 fatcat:ax45xu5ls5cmfen3sbrhjpyhpu

Optimization on Emergency Resources Transportation Network Based on Bayes Risk Function: A Case Study

Changfeng Zhu, Gang Fang, Qingrong Wang
2016 Mathematical Problems in Engineering  
by the improved ant colony algorithm.  ...  Then, a case of the model is validated to prove that the emergency logistics network optimization model is effective in congested conditions.  ...  Based on the model, an improved ant colony algorithm is proposed.  ... 
doi:10.1155/2016/5030619 fatcat:egrltdrcozgzfi4qqlrg3uga2q

OPTIMIZATION MODELS FOR EMERGENCY RESPONSE AND POST-DISASTER DELIVERY LOGISTICS: A REVIEW OF CURRENT APPROACHES

Sampson E. Akwafuo, Armin R. Mikler, Fariba A. Irany
2020 International Journal of Engineering Technologies and Management Research  
Prompt activation of these response plans and rapid optimization of delivery models and are essential for effective management of emergencies and disaster.  ...  An overview of recent developments of optimization models and contributions, with emphasis on their applications in situations of uncertainties and unreliability, as obtainable in low-resource countries  ...  ANT COLONY OPTIMIZATION Many approaches to emergency rescue operations and other response activities are based on some forms of ant colony optimization (ACO).  ... 
doi:10.29121/ijetmr.v7.i8.2020.738 fatcat:zzexhbsunjf6ld44yr36w4hqqm

Review on Model and Algorithms of the Post-Disaster Relief Distribution Problem

Siyang Yin, Lijing Du, Yinfeng Xia, Zheng Ye
2019 Journal of Physics, Conference Series  
This paper reviews on the model and algorithm of relief distribution in emergency logistics.  ...  Finally, we draw a conclusion of emergency logistics and propose a new study direction of relief distribution in the future research.  ...  In this way, Qiang Zhang (2018) [10] proposed a mixed algorithm based on combining artificial immune and ant colony optimization (ACO) algorithms to solve three different targets in emergency grain vehicle  ... 
doi:10.1088/1742-6596/1302/2/022003 fatcat:bpnbgok7sjetjmxnxjedfxfnou

Scenario-Based Emergency Material Scheduling Using V2X Communications

Hui Hu, Keqi Chen, Jing He, Yunna Zhang, Jiehan Zhou, Yi Han
2019 Electronics  
Vehicle-to-everything (V2X) communications can be applied in emergency material scheduling due to their performance in collecting and transmitting disaster-related data in real time.  ...  The urgency of disaster depots can be judged based on the disaster area video, and the scenario coefficient can be evaluated for building a fairness model.  ...  She designed the experiment, constructed the main structure of this paper and was responsible for modeling. K.C. was in charge of the case study.  ... 
doi:10.3390/electronics8060707 fatcat:is7xe6dhrrb7hk6kwqat4yaej4

Dynamic planning method for drug distribution in earthquake response based on sliding time window series

Jiaqi Fang, Lingle Pan, Qingshan Deng, Haiyun Pang, Hanping Hou, Yong Ye
2020 IEEE Access  
[39] solved a selection model in multiobjective emergency logistics by using an ant colony algorithm. In addition, Pan et al.  ...  [63] constructed a dynamic model for earthquake materials distribution based on a decision maker's risk perception. Wang et al.  ...  The relevant data for population transfer after historical earthquake disasters can be obtained from relevant databases of governmental departments. Ye et al.  ... 
doi:10.1109/access.2020.3020829 fatcat:iw6vvgfdnnbb5ipadqgapitr4i

Humanitarian logistics and emergency relief management: hot perspectives and its optimization approach

Linlin Zhang, Na Cui, L. Duan, A.Z. Abdullah
2021 E3S Web of Conferences  
facility location, relief material allocation, emergency vehicle routing and the incorporation of the interests of the victims in the modeling framework.  ...  the emergency rescue transportation practice under disaster conditions.  ...  Acknowledgments This research was supported by the National Natural Science Foundation of China (NSFC) (Grant # 71874069) and Youth Innovation Support Program of Shandong Colleges and Universities.  ... 
doi:10.1051/e3sconf/202124503036 fatcat:ljpidorcknhovkpx3pzhaeyp3u

Bio-Inspired Meta-Heuristics for Emergency Transportation Problems

Min-Xia Zhang, Bei Zhang, Yu-Jun Zheng
2014 Algorithms  
Emergency transportation plays a vital role in the success of disaster rescue and relief operations, but its planning and scheduling often involve complex objectives and search spaces.  ...  In this paper, we conduct a survey of recent advances in bio-inspired meta-heuristics, including genetic algorithms (GA), particle swarm optimization (PSO), ant colony optimization (ACO), etc., for solving  ...  Acknowledgments The work was supported in part by grants from the National Natural Science Foundation (Grant No. 61020106009, 61105073, 61272075) of China.  ... 
doi:10.3390/a7010015 fatcat:5djecjpy2fgvfbrupgqvh4keym

Vehicle Scheduling Optimization Based on Chaos Ant Colony Algorithm in Emergency Rescue

Lingxia Liu, Xuexia Gao, Qiang Song
2016 International Journal of Security and Its Applications  
Aiming to the demand and characteristics of vehicle scheduling optimization problem in emergency rescue, this paper establishes a multi-objective optimization model, which takes minimizing variable bidirectional  ...  paper proposed and realized a chaos-based improved ant colony system algorithm, which can overall updates the chaos disturbance to pheromone.  ...  To make the algorithm of vehicle scheduling model more efficient and reliable under emergency rescue, in the greatest degree for emergency rescue to save time, this article is based on more excellent ant  ... 
doi:10.14257/ijsia.2016.10.2.06 fatcat:5xfdgibcdzbf7j3jossqdiwvvq

Survey on Models and Methodology for Emergency Relief and Staff Scheduling [chapter]

Bhupesh Kumar Mishra, Thepparit Sinthamrongruk, Zeeshan Pervez, Keshav Dahal
2017 Lecture Notes in Electrical Engineering  
It provides a literature review on technologies and algorithms applied in the area of emergency case relief scheduling and staff scheduling.  ...  Multiple objectives in terms of cost, timing window, priorities and travel routes are the driving factors in the scheduling task.  ...  , ant colony optimization, agent system.  ... 
doi:10.1007/978-3-319-52171-8_1 fatcat:myay3hgpevf7niclbqug4w76pm

Emergency logistics for wildfire suppression based on forecasted disaster evolution

Zhongzhen Yang, Liquan Guo, Zaili Yang
2017 Annals of Operations Research  
Second, based on the forecasted propagation behavior, the emergency levels of fire sites in terms of demand on suppression resources are evaluated and prioritized.  ...  The supporting models can also be generalized and tailored to tackle logistics resource optimization issues in dynamic operational environments, particularly those sharing the same feature of single supply  ...  Subsequently (2007) proposed an ant-colony optimization method to solve the multi-commodity and vehicle dispatch problems that arise in disaster relief scenarios.  ... 
doi:10.1007/s10479-017-2598-9 fatcat:ua374eukkvewrek37tabv2qivi

Research on the Model and Algorithm for Multimodal Distribution of Emergency Supplies after Earthquake in the Perspective of Fairness

Xiaowen Xiong, Fan Zhao, Yundou Wang, Yapeng Wang
2019 Mathematical Problems in Engineering  
a variety of emergency materials, we have developed a multiobjective model for the LRP in postearthquake multimodal and fair delivery of multivariety emergency supplies with a limited period.  ...  By comprehensively considering the time window constraints, the partial road damage and dynamic recovery in emergency logistics network, the stochastic driving time of the vehicle, and the mixed load of  ...  Acknowledgments This work is supported by the National Key Research and Development Program of China (no. 2017YFC0806400).  ... 
doi:10.1155/2019/1629321 fatcat:trv5huczhfejph5ilw4otrdrde

Metaheuristics in the Humanitarian Supply Chain

Francisca Santana Robles, Eva Selene Hernández-Gress, Neil Hernández-Gress, Rafael Granillo Macias
2021 Algorithms  
(71.79%) with genetic algorithms and particle swarm optimization as the most used; and non-metaphor based (28.20%), in which search algorithms are mostly used; it is concluded that, to consider the uncertainty  ...  of the real context, future research should be done in non-deterministic and multi-period problems that integrate pre- and post-disaster stages, that increasingly include problems such as inventory and  ...  Ant Colony Optimization (ACO): This is a metaheuristic based on the pheromone trail that follows the behavior of some species of ants.  ... 
doi:10.3390/a14120364 fatcat:5mfn67l2jbhphh5aha5hbjqxii

Emergency Resource Scheduling During COVID-19

Lingfang Wu, Xiaolin Xiang, J. Li, J. Wu, K. Chen
2021 E3S Web of Conferences  
In order to ensure the smooth implementation of emergency resource scheduling, emergency resource must be timely and effectively supplied.  ...  Therefore, it is of great significance to study how to reasonably distribute emergency resource and how to optimize the vehicle routing problem to improve the efficiency of emergency.  ...  Acknowledgment First of all, I would like to express my heartfelt thanks to my supervisor Xiang Xiaolin for his insightful guidance and careful advice on the research direction of my thesis, and for providing  ... 
doi:10.1051/e3sconf/202125301012 fatcat:gs7ar53jn5gzbokpcmll6yvhrm

Mathematical Models in Humanitarian Supply Chain Management: A Systematic Literature Review

Muhammad Salman Habib, Young Hae Lee, Muhammad Saad Memon
2016 Mathematical Problems in Engineering  
There are two objectives of this study: the first one is to conduct an up-to-date survey of mathematical models developed in HSC area and the second one is to highlight the potential research areas which  ...  In the recent times, several mathematical optimization techniques and algorithms have been developed to increase the efficiency of HSC operations.  ...  Acknowledgment This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2014R1A1A2056338  ... 
doi:10.1155/2016/3212095 fatcat:ros3oz56i5fnhituz62iqjk3t4
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