Advanced Discrete Mathematics & Math
Q92 / 100

What is the matrix-tree theorem and its connection to random walks?

Correct! Well done.

Incorrect.

The correct answer is B) The number of spanning trees equals a Laplacian cofactor; this also equals the number of random walk cycles and connects to electrical resistance (effective resistance = 1/spanning trees)

B

Correct Answer

The number of spanning trees equals a Laplacian cofactor; this also equals the number of random walk cycles and connects to electrical resistance (effective resistance = 1/spanning trees)

Explanation

Spanning trees ↔ effective resistance ↔ random walk hitting times. The effective resistance R(u,v) = sum of 1/eigenvalues weighted by eigenvector differences. These connections power spectral sparsification algorithms.

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