A New Metric to Evaluate Network Robustness

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Ghomsheh Maliheh; KAMANDI ALI

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Seminar Paper

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Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2020 | Issue:6

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Title

A New Metric to Evaluate Network Robustness

Author(s)

Ghomsheh Maliheh | KAMANDI ALI

Keywords

Robustness

Network

Measurment

Random Network

Scale-Free Network

Abstract

Robustness is one of the most important properties of Network, because it represents the Network tolerance against failures. Thus, this property is considered in many real-world Networks, such as distribution Networks and communication Networks. In order to evaluate this property, many measurements have been proposed, most of which are based on the size of giant component. In this paper, we introduced a concept of coloring nodes, by which we can classify nodes into two groups, and based on this concept, we proposed a new metric to measure the Network Robustness. Then, we implemented our proposed metric on random Network and scale-free Network to compare their behaviors. Finally, we compare the efficiency of our proposed method with another state-of-the-are Robustness metric.

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APA: Copy

Ghomsheh, Maliheh, & KAMANDI, ALI. (2020). A New Metric to Evaluate Network Robustness. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/949220/en

Vancouver: Copy

Ghomsheh Maliheh, KAMANDI ALI. A New Metric to Evaluate Network Robustness. 2020. Available from: https://sid.ir/paper/949220/en

IEEE: Copy

Maliheh Ghomsheh, and ALI KAMANDI, “A New Metric to Evaluate Network Robustness,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2020, [Online]. Available: https://sid.ir/paper/949220/en

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