In the context of multiple emergencies occurring in an urban environment, it is important to perform a fair allocation and scheduling of emergency response units to each emergency, as human lives could be at risk. In this work, a multi-emergency management system based on a single step, non-cooperative, normal form game model, and a Nash equilibrium based optimization methodology is proposed. In the proposed system, each emergency event is represented as a player in the game, who is competing with other players for the allocation of resource units that are available in limited quantities within a given urban perimeter. The Nash equilibrium based methodology identifies a socially fair allocation of resources depending on various fairness criteria like the demand by each emergency event, and the criticality of the events. The fairness criterion is well modeled in the game theoretic setting, while the criticality of an event can be modeled as per the requirements of a specific emergency management system. Such a system will be useful in managing emergencies in small to medium urban settings. The proposed game theoretic methodology naturally models the emergency response and resource deployment problem in the framework of social fairness, which is pivotal in these scenarios. The Nash equilibrium solution is computed using the Terje Hansen's fixed-point algorithm. Experimental results are presented for various test cases and metrics are developed to establish the quantitative measure of fairness of the results. The proposed system can be used as a decision support tool for managing emergencies, or as a simulator for learning and training purposes.
Contents
- Research Article
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Requires Authentication UnlicensedAn Automated Decision Support System Based on Game Theoretic Optimization for Emergency Management in Urban EnvironmentsLicensedJune 26, 2007
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Requires Authentication UnlicensedA Study of Local Governments Participating in the Pre-Disaster Mitigation (PDM) Program and Populations ServedLicensedJune 26, 2007
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Requires Authentication UnlicensedLogistics and Staging Areas in Managing Disasters and EmergenciesLicensedJune 26, 2007
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Requires Authentication UnlicensedAssessing the Terrorist Threat to Singapore's Land Transportation InfrastructureLicensedJune 26, 2007
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Requires Authentication UnlicensedVulnerability of U.S. Cities to Environmental HazardsLicensedJune 27, 2007
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Requires Authentication UnlicensedThe Role of Homeland Security Information Bulletins within Emergency Management Organizations: A Case Study of EnactmentLicensedJune 27, 2007
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Requires Authentication UnlicensedDesigning Homeland Security Policy within a Regional Structure: A Needs Assessment of Local Security ConcernsLicensedJune 27, 2007
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Requires Authentication UnlicensedImplementation of a Methodology for the Prioritizing of Suicide Attacker Recruitment PreferencesLicensedJune 27, 2007
- Book Review
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Requires Authentication UnlicensedReview of Meeting the Challenge of 9/11: Blueprints for More Effective GovernmentLicensedJune 27, 2007
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Requires Authentication UnlicensedReview of Emergency Management: Concepts and Strategies for Effective ProgramsLicensedJune 27, 2007
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Requires Authentication UnlicensedReview of Precautionary Risk Management: Dealing with Catastrophic Loss Potentials in Business, the Community and SocietyLicensedJune 27, 2007
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Requires Authentication UnlicensedA Review of America and the World in the Age of TerrorismLicensedJune 27, 2007
- Communication/News
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Requires Authentication UnlicensedPost-Strike Attribution--A Political & Scientific DilemmaLicensedJune 27, 2007