An open public place emergency decision method and device based on multi-agent and a medium

By constructing an emergency knowledge-enhanced big data model intelligent agent framework and designing multi-agent collaborative work, the shortcomings of similar case analysis and attribute weight assignment in emergency decision-making in open public places are solved, realizing rapid and reliable emergency decision support and improving emergency management capabilities.

CN122453029APending Publication Date: 2026-07-24SHANGHAI NORMAL UNIVERSITY
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Patent Information

Application Number
CN202610588808.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-04-30
Publication Date
2026-07-24

AI Technical Summary

Technical Problem

In the event of an emergency in an open public place, the existing emergency decision-making methods are insufficient in terms of timeliness in reviewing similar historical cases and assessing key attributes, and the assignment of attribute weights relies on manual evaluation, which is difficult to adapt to the current problem, resulting in insufficient accuracy and timeliness of emergency decisions.

Method used

We construct an emergency knowledge enhancement big data model intelligent agent framework, design three types of expert intelligent agents—case analysis, weighting, and decision-making—to work collaboratively, and achieve intelligent optimization of emergency decision-making schemes through group decision-making combination weighting and consistency verification.

Benefits of technology

It enables rapid and reliable emergency decision support in the event of emergencies, improves the timeliness and quality of emergency response and decision-making, ensures the scientific nature and adaptability of attribute weight assignment, and enhances emergency management capabilities.

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Abstract

The application relates to a kind of open public place emergency decision-making method, equipment and medium based on multi-agent, comprising: obtaining the attribute and definition domain of current emergency problem data, historical case data and emergency scheme;Based on emergency knowledge enhancement big model intelligent agent framework, the key attribute set and attribute value vector of current emergency problem are generated by case analysis expert intelligent agent, the similarity of each key attribute with historical case is calculated, and the set of alternative emergency scheme is generated;Through the group decision-making combination weighting of multiple weighting expert intelligent agent, attribute weight vector and emergency cost attention degree value are generated;The comprehensive utility value of each alternative emergency scheme is calculated by decision expert intelligent agent, and the scheme corresponding to the maximum value is selected as the solution.Compared with the prior art, the application has the advantages of high intelligence, strong real-time performance and good reliability.
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