DEFENDER-ATTACKER GAME MODELS FOR OPTIMAL RESOURCE ALLOCATIONTHE HUMAN LIBRARY: FROM CONCEPTUALIZATION TO IMPLEMENTATION

dc.contributor.authorAzibek, Balzhan
dc.date.accessioned2021-05-26T09:35:47Z
dc.date.available2021-05-26T09:35:47Z
dc.date.issued2021-05
dc.description.abstractToday, resource allocation in defender-attacker game models is getting more attention from the research community. For the defensive side players, allocating resources effectively and appropriately is essential to maintain the winning position against the attacking side. It can be possible by making the best response to the attack, i.e., by defining the most effective defensive strategy. This present work develops one defender - multiple attackers game model to determine the defensive strategy based on the Nash equilibrium and Stackelberg leadership equilibrium solutions of one defender two attackers game model. Both game models are designed and studied in two scenarios: simultaneous and sequential modes. The budget constraints are analyzed for both modes, and the simulation results of the mathematical models are also presented. The optimal resource allocation defensive algorithm is developed considering a network value of customers and players’ budget constraints. Its main objective function is defined as the maximization of a novel normperformance metric. This algorithm is evaluated within the proposed game models.en_US
dc.identifier.citation"Azibek, B. (2021). Defender-Attacker Game Models for Optimal Resource Allocationthe Human Library: From Conceptualization to Implementation (Unpublished master's thesis). Nazarbayev University, Nur-Sultan, Kazakhstan"en_US
dc.identifier.urihttp://nur.nu.edu.kz/handle/123456789/5422
dc.language.isoenen_US
dc.publisherNazarbayev University School of Engineering and Digital Sciencesen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/us/*
dc.subjectType of access: Gated Accessen_US
dc.subjectResearch Subject Categories::TECHNOLOGYen_US
dc.subjectPreliminaries on Game Theoryen_US
dc.subjectGame Theoryen_US
dc.subjectMotivationen_US
dc.titleDEFENDER-ATTACKER GAME MODELS FOR OPTIMAL RESOURCE ALLOCATIONTHE HUMAN LIBRARY: FROM CONCEPTUALIZATION TO IMPLEMENTATIONen_US
dc.typeMaster's thesisen_US
workflow.import.sourcescience

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