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- W607782232 abstract "Robustness is the ability of networks to avoid malfunction. Networks could besubject to failures, viruses, removals of links and other attacks.There are several researches about how to measure or improve the networkrobustness in large networks by doing small modifications such as adding newlinks or nodes. A small network modification is required because setting uplinks in real-world networks is expensive.Different metrics can be used in order to measure robustness. This projectfocuses on the algebraic connectivity as the way of measuring connectivity.The main statement is that the larger the algebraic connectivity is, the moredifficult to disconnect the network is.The goal of this project is to design strategies to add a number (or a certainpercentage) of links to a network such that the algebraic connectivity can beincreased the most. Insights may come from results in mathematics, or thestrategies for adding one link. In summary, the idea consists of optimizing anetwork in terms of algebraic connectivity by means of link additions.Finally, different strategies will be evaluated on different types of networks suchas the Barabasi-Albert power law graphs or Erdos-Renyi random graphs." @default.
- W607782232 created "2016-06-24" @default.
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- W607782232 date "2009-07-13" @default.
- W607782232 modified "2023-09-23" @default.
- W607782232 title "Robustness optimization via link additions" @default.
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