A GIN-Guided Multiobjective Evolutionary Algorithm for Robustness Optimization of Complex Networks

Network robustness optimization is crucial for enhancing the resilience of industrial networks and social systems against malicious attacks. Existing studies typically evaluate the robustness by simulating the sequential removal of nodes or edges and recording the residual connectivity at each step....

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Bibliographic Details
Published in:	Algorithms Vol. 18; no. 10; p. 666
Main Authors:	Li, Guangpeng, Li, Li, Cai, Guoyong
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.10.2025
Subjects:	Algorithms Analysis Computing costs Connectivity Evolutionary algorithms Genetic algorithms graph isomorphism network Isomorphism Liquors multiobjective problem Multiple objective analysis network robustness optimization Optimization Pareto optimum Robustness Social networks surrogate model Nova Scotia
ISSN:	1999-4893, 1999-4893
Online Access:	Get full text
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