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네트워크 복원력 및 취약성 분석×다층 네트워크 분석×
분야네트워크 분석네트워크 분석
계열Process / pipelineProcess / pipeline
기원 연도20002013–2014 (formal mathematical framework)
창시자Albert, Jeong & BarabásiKivelä et al. (2014); De Domenico et al. (2013)
유형Network robustness / vulnerability frameworkGraph-theoretic network model
원전Albert, R., Jeong, H. & Barabási, A.L. (2000). Error and attack tolerance of complex networks. Nature, 406, 378–382. DOI ↗Kivelä, M. et al. (2014). Multilayer Networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗
별칭network vulnerability analysis, attack tolerance analysis, Ağ Dayanıklılığı ve Güvenlik Açığı Analizimultiplex network analysis, multiplex networks, Çok Katmanlı Ağ Analizi (Multiplex Networks)
관련56
요약Network resilience and vulnerability analysis is an analytical framework, formalised by Albert, Jeong, and Barabási (2000), that measures how a network degrades functionally as nodes or edges are progressively removed. By running targeted-attack simulations — removing the highest-centrality nodes first — and random-failure simulations — removing nodes at uniform probability — the framework identifies which structural elements are critical to network integrity and where infrastructure is most exposed.Multilayer network analysis is a graph-theoretic framework, formalised by Kivelä et al. (2014) and De Domenico et al. (2013), that represents the same set of nodes simultaneously across multiple relationship layers. Where a single-layer network collapses all relationships into one graph, the multilayer model preserves the distinct relational context of each layer — social platform, biological interaction type, or infrastructure tier — while also modelling how layers couple with each other through interlayer edges.
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ScholarGate방법 비교: Network Resilience Analysis · Multilayer Network Analysis. 2026-06-17에 다음에서 검색함: https://scholargate.app/ko/compare