Kirchhoff Index Calculator

total effective resistance

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About Kirchhoff Index Calculator

A Kirchhoff index calculator computing Kf(G) = Σ_{i<j} Ω(i,j) where Ω(i,j) is effective resistance. Kf = n Σ 1/μᵢ where μᵢ are non-zero Laplacian eigenvalues. Measures total network resistance. Klein-Randić (1993). Client-side.

Kirchhoff Index Calculator Features

  • Kf(G)
  • Σ Ω(i,j)
  • Resistance
  • Laplacian
  • Common graphs
Kirchhoff index Kf(G) = sum of effective resistances Ω(i,j) over all pairs. Kf = n·Σ 1/μᵢ (Laplacian eigenvalues). Lower Kf = more network redundancy. Klein-Randić (1993). Connects graph theory to electrical network theory.

How to Use

Select graph:

  • Kf: Kirchhoff index
  • Ω: Resistance
  • μᵢ: Laplacian

Effective Resistance

Model graph as electrical network: each edge = 1Ω resistor. Ω(i,j) = effective resistance between i and j. Metric! Triangle inequality holds. Captures 'electrical distance' — accounts for parallel paths.

Bounds

K_n: Kf = n-1 (minimum for n vertices). P_n: Kf = n(n²-1)/6 (maximum for trees). Star: Kf = (n-1)². Cycle C_n: Kf = n(n²-1)/12. Complete bipartite: clean formula.

Step-by-Step Instructions

  1. 1Select graph.
  2. 2Find Laplacian eigenvalues.
  3. 3Sum n/μᵢ.
  4. 4Compare bounds.
  5. 5Interpret resistance.

Kirchhoff Index Calculator — Frequently Asked Questions

Why effective resistance instead of shortest path?+

Shortest path ignores parallel routes. Effective resistance accounts for all paths proportionally. A network with many alternative routes has lower resistance even if shortest path is the same. More realistic for robust networks.

How does Kf relate to Laplacian eigenvalues?+

Kf = n · Σᵢ 1/μᵢ where μᵢ are non-zero Laplacian eigenvalues. Small eigenvalues → large resistance terms. Kf is dominated by the smallest non-zero eigenvalue (algebraic connectivity).

Physical interpretation?+

Total power dissipation when unit current flows between every pair. Networks with high Kf are 'electrically resistant' — information/current doesn't flow easily. Low Kf = well-connected, redundant network.

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