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Exercise 9

Avg difficulty 2.5

Suppose that two species PP and QQ interact with one another and that we measure their populations every month. We record their populations in a state vector x=[pq]\xvec = \twovec{p}{q}, where pp and qq are the populations of PP and QQ, respectively. We observe that there is a matrix A=[0.80.30.71.2]A = \left[\begin{array}{rr} 0.8 & 0.3 \\ 0.7 & 1.2 \\ \end{array}\right] such that the matrix transformation T(x)=AxT(\xvec)=A\xvec is the transition function describing how the state vector evolves from month to month. We also observe that, at the beginning of July, the populations are described by the state vector x=[12]\xvec=\twovec{1}{2}.

  1. What will the populations be at the beginning of August?

  2. What were the populations at the beginning of June?

  3. What will the populations be at the beginning of December?

  4. What will the populations be at the beginning of July in the following year?

Austin, Understanding Linear Algebra, §2.5 Matrix transformations, Exercise 9

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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.