Modeling — Question 7

PDF ↗

Question 7

A continuous two-stage population model uses juvenile and adult abundances J,AJ,A, measured in thousands, with time in years. Juveniles mature at per-capita rate 11 yr−1^{-1} and die at rate 11 yr−1^{-1}. Adults die at rate 11 yr−1^{-1} and produce juveniles at per-capita rate bb yr−1^{-1}, where b≥0b\ge 0. Assume no crowding and strictly positive initial J0,A0J_0,A_0.

Tasks

  1. Derive the stage equations and explain why maturation must appear with opposite signs in the two balances.

  2. Find the eigenvalues and classify long-time extinction, a critical threshold, and unbounded growth as bb varies. Justify that the growing mode is actually present for the stated initial data.

  3. At the critical value, find a conserved weighted total, the exact solution and its limiting stage abundances.

  4. For every b≥0b\ge 0, find the limiting ratio J/AJ/A and interpret it. Explain why this linear model cannot determine a realistic carrying capacity.

Original worksheet page 1: question and worked solution for 5-12-007
Show solutionHide solution

Question 7 – Solution

Strategy. Separate transfers between stages from births and deaths, then use the dominant mode and the exceptional zero eigenvalue.

Step 1: Construct the stage balances. Maturation removes juveniles and adds adults, whereas juvenile death removes individuals without adding to the adult stage. Therefore J′=bA−2J,A′=J−A\boxed{J'=bA-2J,\ A'=J-A}. All coefficients have units yr−1^{-1}. Nonnegative off-diagonal rates preserve the nonnegative quadrant; the strictly positive initial populations remain positive.

Step 2: Determine the growth threshold. The characteristic equation is λ2+3λ+2−b=0\lambda^2+3\lambda+2-b=0, so λ±=(−3±1+4b)/2\lambda_\pm=(-3\pm\sqrt{1+4b})/2. Put d=1+4bd=\sqrt{1+4b}. The adult solution has dominant coefficient A(t)=c+eλ+t+c−eλ−t,c+=J0+(1+d)A0/2d>0.A(t)=c_+e^{\lambda_+t}+c_-e^{\lambda_-t},\qquad c_+=\frac{J_0+(1+d)A_0/2}{d}>0. Thus both populations tend to zero for 0≤b<20\le b<2, approach a nonzero critical equilibrium for b=2b=2, and grow without bound for b>2b>2. For b>2b>2, the dominant juvenile coefficient (λ++1)c+(\lambda_++1)c_+ is also positive.

Step 3: Solve the critical case exactly. When b=2b=2, K=J+2A=J0+2A0K=J+2A=J_0+2A_0 is conserved. Since A′=K−3AA'=K-3A, A=K/3+(A0−K/3)e−3t,J=K/3−2(A0−K/3)e−3t.\boxed{A=K/3+(A_0-K/3)e^{-3t},\qquad J=K/3-2(A_0-K/3)e^{-3t}.} Both tend to K/3K/3 thousand. The critical equilibria form the line J=AJ=A; there is no single equilibrium amount independent of initial data.

Step 4: Interpret the asymptotic stage ratio. Since J=A′+AJ=A'+A and c+>0c_+>0, division by the dominant adult mode gives limt→∞JA=λ++1=1+4b−12.\boxed{\lim_{t\to\infty}\frac JA=\lambda_++1 =\frac{\sqrt{1+4b}-1}{2}.} For b=0b=0, this limit is zero: juveniles decay at rate 22, adults at rate 11. The ratio describes relative stage composition even when the entire population tends to zero; it does not imply constant abundance. For b>2b>2 there is no crowding term to halt growth. A carrying capacity requires additional density-dependent assumptions absent from this model.

Original worksheet page 2: question and worked solution for 5-12-007

Original worksheet layout. Use Enlarge or open the PDF for a closer view.