Component Connectivity Calculator

multi-fragmentation resilience

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About Component Connectivity Calculator

A component connectivity calculator computing cκₖ(G): minimum vertices to remove to produce at least k connected components. cκ₂ = κ (standard). cκ₃: create ≥ 3 pieces. Hierarchy: cκ₂ ≤ cκ₃ ≤ cκ₄ ≤ .... Measures multi-fragmentation resilience. Client-side.

Component Connectivity Calculator Features

  • cκₖ(G)
  • ≥ k comps
  • Hierarchy
  • Multi-cut
  • Common graphs
Component connectivity cκₖ(G): minimum vertices to produce ≥ k components. cκ₂ = κ(G). cκ₃ = minimum to create ≥ 3 pieces. Hierarchy: cκ₂ ≤ cκ₃ ≤ .... For K_n: cκₖ = n-k+1 (trivial). For hypercubes: elegant formulas.

How to Use

Select graph and k:

  • cκₖ: Component conn.
  • k: # components
  • Hierarchy: cκ₂≤cκ₃≤...

Multi-Way Cuts

Standard connectivity: 2-way cut (disconnect into ≥ 2 pieces). Component connectivity: k-way cut. How hard to shatter into k pieces? Naturally generalizes connectivity to multi-fragmentation scenarios.

Applications

Distributed computing: ensuring k fault-tolerant regions. Network partitioning: minimum cost to create k zones. Military: minimum attacks to fragment into k isolated groups. Supply chains: k-way disruption resistance.

Step-by-Step Instructions

  1. 1Select graph.
  2. 2Choose k.
  3. 3Compute cκₖ.
  4. 4Build hierarchy.
  5. 5Apply to partition.

Component Connectivity Calculator — Frequently Asked Questions

Why go beyond 2-way cuts?+

Standard κ says: how hard to disconnect (2 pieces). But 'disconnect' isn't the full story. How hard to shatter into 3, 4, 5 pieces? Component connectivity answers this for every k.

How does the hierarchy behave?+

cκ₂ ≤ cκ₃ ≤ cκ₄ ≤ ... ≤ n-1. Each step requires more vertex removals. The growth rate reveals how 'uniformly connected' the graph is. Rapid growth = hard to multi-fragment.

What about complete graphs?+

K_n: cκₖ = n-k+1. To create k pieces from K_n, remove n-k+1 vertices (leaving k-1 isolated + 1 clique). Simple formula, but for other graphs, much more complex!

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