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Multi-objective Resource Scheduling Mechanism For Emergency Medical Rescue

Posted on:2017-04-18Degree:MasterType:Thesis
Country:ChinaCandidate:A N YanFull Text:PDF
GTID:2334330518996677Subject:Computer technology
Abstract/Summary:PDF Full Text Request
In recent years,public emergencies occurred frequently,which has caused significant casualties and economic losses.In the early emergency rescue,emergency resource requirements are strictly greater than supply,and emergency resources are easily crowded relief in the first line,resulting in the resource allocation disorder and extrusion.As an important part of emergency management,emergency resource scheduling is an important part of emergency management which is the realization of the rescue value.At present,the research of emergency resource scheduling model focuses on the total cost of emergency,without considering the actual disaster's severity point of each emergency disaster and in accordance with the priorities of scheduling evaluation.Emergency resources for the study of scheduling problems,the effectiveness of satisfaction in limited emergency resources can be minimized,the loss of public emergencies can be minimized.The main contents of this paper include the following aspects:(1)Building the emergency resource requirements model.Demanding for emergency resources is affected by a number of factors.Based on the demand for public emergencies emergency resources,the article analyzes the common identify indicators,including:necessity,timeliness,scarcity,alternative and pertinence.From these common measures to comprehensive analysis,the emergency resource needs analysis on the AHP Model has been built.According to the model,the emergency resource needs of specific public emergencies priority are been inferred.(2)Building the multi-objective emergency resource scheduling model.This paper analyzes the influencing factors of resource scheduling policy from the perspective of emergency management.The emergency resource scheduling model is established to optimize the time satisfaction,expenses cost and the demand satisfaction.Besides,this paper solves multi-objective resource scheduling using the particle swarm algorithm and chooses the resource scheduling scheme of the greatest utility satisfaction.Utility satisfaction is used as the balance index of emergency resource scheduling.The simulation results show that this method has better utility satisfaction and improves the effectiveness of resource scheduling greatly.Through the study of the above questions,we can optimize the emergency resource scheduling processes,and improve emergency resource scheduling mechanism to ensure the efficient conduct of emergency rescue work.Emergency medical rescue resource scheduling problem is the key research issue in emergency management and has important practical significance.By improving the timeliness and effectiveness of emergency resource scheduling,the wounded in the disaster areas can receive timely medical treatment,thus the lives of the wounded can be protected.
Keywords/Search Tags:emergency rescue, resource scheduling, multiobjective optimization problem, particle swarm optimization, analytic hierarchy process
PDF Full Text Request
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