Volunteer multi-person multi-task optimization dispatch method considering two-sided matching

Chen, Li-ting; Chen, Sheng-qun

doi:10.1007/s00500-022-06784-8

Cited by 11 publications

(3 citation statements)

References 26 publications

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“…Comprehensive matching degrees between medical staff and rescue tasks. Finally, Lingo software was used to solve the scheduling Model (13), and the obtained medical personnel scheduling results are shown in Figure 4. In Figure 4, the blue, red, and purple shapes represent the rescue tasks to be completed in disaster areas D 1 , D 2 , and D 3 , respectively.…”

Section: Case Studymentioning

confidence: 99%

“…Until now, studies on post-earthquake rescuer scheduling are still relatively scarce, and the relevant literature is limited. From the perspective of rescue participants, most of the existing methods for post-earthquake scheduling of rescuers can be divided into two categories, i.e., the dispatching of professional rescue forces funded by the government [9][10][11] and the dispatching of social forces (such as volunteers) [12][13][14]. The government-funded rescuers are usually the main emergency rescue forces, responsible for the majority of emergency rescue work, and the social forces are mainly composed of local enterprises, public organizations, and non-governmental organizations.…”

Section: Introductionmentioning

confidence: 99%

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Post-Earthquake Scheduling of Rescuers: A Method Considering Multiple Disaster Areas and Rescuer Collaboration

Cao

Zheng

2023

Sustainability

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Reasonable and efficient scheduling of rescuers plays a crucial role in earthquake emergency relief, which can effectively reduce disaster losses and promote social stability and sustainable development. Due to the suddenness of disasters, the urgency of time, and the complexity of rescue efforts, scheduling of rescuers often involves multiple disaster areas, multiple departure areas, and diverse rescue tasks. However, most existing studies have paid little attention to the scheduling problem of rescuers considering multiple disaster areas, multiple departure areas, and multiple rescue tasks and have not comprehensively considered the collaboration of rescuers and task requirements. Thus, how to reasonably dispatch rescuers to disaster areas by considering the collaboration of rescuers and task needs is a noteworthy research problem. The objective of this paper is to propose a method considering multiple disaster areas and the collaboration of rescuers to solve the scheduling problem of rescuers after earthquakes. Firstly, the collaborative degrees of rescuers are calculated according to the collaborative performance among rescuers concerning collaborative feature indicators. Secondly, according to the performance of rescuers concerning professional skill evaluation indicators, the professional abilities of rescuers are calculated, and the comprehensive performance indicators for rescuers are obtained by aggregating the collaborative degrees and the professional abilities of rescuers. Thirdly, the time satisfaction degrees are calculated based on the times taken by rescuers from different departure areas to disaster areas and the time requirements of disaster areas. Then, the time satisfaction degrees and the comprehensive performance of rescuers are aggregated to obtain the comprehensive matching degrees. Furthermore, a rescuer scheduling model for earthquake emergency rescue is constructed to maximize the comprehensive matching degrees between rescuers and rescue tasks, and the optimal scheduling scheme is determined by solving the model. Finally, a case study and comparative analyses are presented to verify the rationality and feasibility of the proposed method. The results show that the proposed method can reasonably assign rescuers to quickly respond to the needs of rescue tasks in disaster areas, and is better than the other two methods in terms of rescue comprehensive capability evaluation. The proposed method can provide decision support for solving the post-earthquake scheduling problem of rescuers and help to improve the emergency response ability for large-scale geological disaster events.

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Section: Case Studymentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Post-Earthquake Scheduling of Rescuers: A Method Considering Multiple Disaster Areas and Rescuer Collaboration

Cao

Zheng

2023

Sustainability

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“…At present, the theory and method of two-sided matching or multi-attribute twosided matching of information such as ordinal value [2] (or called preference order, etc. ), ordinal relationship, language, interval number, and other information about the preferences of both parties have been relatively perfect [5].…”

Section: Introductionmentioning

confidence: 99%

A Consistency-Driven Service Supply and Demand Two-Sided Matching Method of Considering Subjective and Objective Preference Information

Li¹,

Liang²

2022

Proceedings of the 2022 3rd International Conference on Management Science and Engineering Management (ICMSEM 2022)

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To ensure the reliability of the demand information provided by the matching subject of the service supply and demand two-sided matching problem and the diverse needs of different decision-makers for stable matching, this paper considers the service supply and demand two-sided matching problem by combining subjective and objective preference information, and proposes a Consistencybased analysis method. First, the realistic background and application scenarios of the problem are described. Then, according to the additive preference relationship (subjective preference information) and the multi-attribute matching decision matrix (objective preference information) given by the two-sided matching subjects, it is proposed to calculate the weights of the two-sided matching subjects on multiple attributes, and further, the feedback adjustment based on consistency is proposed. The method uses the IR and DR rules to adjust the multi-attribute matching decision matrix of the two-sided matching subject, and then builds a multi-objective satisfaction and stability-oriented matching optimization model, and solves it to obtain the corresponding optimal matching alternative. Finally, an example is given to prove the effectiveness and feasibility of the proposed method.

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One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit

Deng,

Yuan,

Yue

et al. 2024

Knowl Inf Syst

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Volunteer multi-person multi-task optimization dispatch method considering two-sided matching

Cited by 11 publications

References 26 publications

Post-Earthquake Scheduling of Rescuers: A Method Considering Multiple Disaster Areas and Rescuer Collaboration

Post-Earthquake Scheduling of Rescuers: A Method Considering Multiple Disaster Areas and Rescuer Collaboration

A Consistency-Driven Service Supply and Demand Two-Sided Matching Method of Considering Subjective and Objective Preference Information

One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit

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