Physics I / Eigenvalues and Eigenvectors
Practice question · Estimate

A population redistributes each year by matrix AA, and vv is an eigenvector with eigenvalue λ=2\lambda = 2. If the population starts at vv with total 100, what is the total after 3 years? Set the slider to your answer.

Estimate on a scale from 0 to 2000.

Hints
  1. Each application of AA multiplies an eigenvector by its eigenvalue: A3v=λ3vA^{3}v = \lambda^{3}v.
  2. 100×23100 \times 2^{3}.
Show the answer

800 (answers within ±24 count)

Why

On an eigenvector, matrix dynamics collapse into scalar dynamics: 23=82^{3} = 8-fold growth, so 800. This is why eigenvalues govern long-run behaviour, whichever eigenvalue is largest eventually dominates any starting mix.

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