Graph Resilience Calculator

weakest vertex link

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About Graph Resilience Calculator

A graph resilience calculator computing res(G): for each vertex v, the minimum number of edges incident to v that must be removed to disconnect v from the rest. res(G) = min_v local-edge-connectivity(v). Measures weakest link. Client-side.

Graph Resilience Calculator Features

  • res(G)
  • Weakest link
  • Local λ
  • Per-vertex
  • Common graphs
Graph resilience res(G): minimum over all vertices v of the local edge connectivity at v. Each vertex has a 'resilience' — how many of its incident edges must fail to isolate it. res(G) = the weakest vertex's resilience. res ≤ δ(G) ≤ λ(G).

How to Use

Select graph:

  • res: Resilience
  • Weakest: Min vertex
  • Local λ: Per-vertex

Per-Vertex Analysis

Unlike global connectivity, resilience examines each vertex individually. The weakest vertex determines overall resilience. Identifies critical nodes that are easiest to isolate. Actionable for network hardening.

Network Hardening

Identify vertices with low local resilience. Add redundant edges to strengthen weak points. Cost-effective network improvement. Used in critical infrastructure protection.

Step-by-Step Instructions

  1. 1Select graph.
  2. 2Compute per-vertex λ.
  3. 3Find minimum.
  4. 4Identify weak vertex.
  5. 5Strengthen weakest.

Graph Resilience Calculator — Frequently Asked Questions

How does resilience differ from connectivity?+

Connectivity λ(G): min edges to disconnect any pair. Resilience: min edges to isolate any single vertex. Resilience ≤ connectivity. Resilience finds the weakest point; connectivity is the global minimum.

Why focus on the weakest vertex?+

A chain is only as strong as its weakest link. Even if most vertices are well-connected, one poorly connected vertex makes the entire network vulnerable. Resilience identifies exactly this weakness.

Can resilience be improved?+

Yes! Add edges to the weakest vertex. Even one extra edge increases its resilience by 1. Most cost-effective network improvement: target the identified weak point.

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