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Activity 4.4.4

Avg difficulty 2.5

In this activity, we will consider several ways in which two species might interact with one another. Throughout, we will consider two species RR and SS whose populations in year kk form a vector xk=[RkSk]\xvec_k=\twovec{R_k}{S_k} and which evolve according to the rule xk+1=Axk\xvec_{k+1}=A\xvec_k.

  1. Suppose that A=[0.7001.6]A = \left[\begin{array}{rr} 0.7 & 0 \\ 0 & 1.6 \\ \end{array}\right].

    Explain why the species do not interact with one another. Which of the six types of dynamical systems do we have? What happens to both species after a long time?

  2. Suppose now that A=[0.70.301.6]A = \left[\begin{array}{rr} 0.7 & 0.3 \\ 0 & 1.6 \\ \end{array}\right].

    Explain why SS is a beneficial species for RR. Which of the six types of dynamical systems do we have? What happens to both species after a long time?

  3. If A=[0.70.5−0.41.6]A = \left[\begin{array}{rr} 0.7 & 0.5 \\ -0.4 & 1.6 \\ \end{array}\right], explain why this describes a predator-prey system. Which of the species is the predator and which is the prey? Which of the six types of dynamical systems do we have? What happens to both species after a long time?

  4. Suppose that A=[0.50.2−0.41.1]A = \left[\begin{array}{rr} 0.5 & 0.2 \\ -0.4 & 1.1 \\ \end{array}\right]. Compare this predator-prey system to the one in the previous part. Which of the six types of dynamical systems do we have? What happens to both species after a long time?

Austin, Understanding Linear Algebra, §4.4 Dynamical systems, Activity 4.4.4

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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.