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Exercise 10

Avg difficulty 2.5

Consider a small rodent that lives for three years. Once again, we can separate a population of females into juveniles, yearlings, and adults. Suppose that, each year,

  • Half of the juveniles live to be yearlings.

  • One quarter of the yearlings live to be adults.

  • Adult females produce eight female offspring.

  • None of the adults survive to the next year.

  1. Writing the populations of juveniles, yearlings, and adults in year kk using the vector xk=[JkYkAk]\xvec_k=\threevec{J_k}{Y_k}{A_k}, find the matrix AA such that xk+1=Axk\xvec_{k+1} = A\xvec_k.

  2. Show that A3=IA^3=I.

  3. What are the eigenvalues of A3A^3? What does this say about the eigenvalues of AA?

  4. Verify your observation by finding the eigenvalues of AA.

  5. What can you say about the trajectories of this dynamical system?

  6. What does this mean about the population of rodents?

  7. Find a population vector x0\xvec_0 that is unchanged from year to year.

Austin, Understanding Linear Algebra, §4.4 Dynamical systems, Exercise 10

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Adapted from Understanding Linear Algebra © 2023 David Austin. Licensed under CC BY 4.0. Source: Understanding Linear Algebra. Imported at revision 3e6dced.