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VICGeneral MathematicsSyllabus dot point

How does a Leslie matrix model an age-structured population, and how do birth and survival rates project the population forward?

Set up a Leslie matrix from age-specific birth (fecundity) and survival rates, multiply it by an age-structure state matrix to project a population forward, and interpret the long-term growth and age distribution

A focused answer to the VCE General Mathematics Unit 4 Matrices key-knowledge point on Leslie matrices. Placing fecundity rates in the top row and survival rates on the subdiagonal, projecting an age-structured population forward, and reading long-term growth and age distribution.

Generated by Claude Opus 4.76 min answer

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  1. What this dot point is asking
  2. Building the Leslie matrix
  3. Projecting the population forward
  4. Long-term behaviour
  5. Why this matters for the exams

What this dot point is asking

VCAA wants you to model an age-structured population with a Leslie matrix. The top row holds the birth (fecundity) rates for each age group, and the subdiagonal holds the survival rates that move individuals to the next age group. Multiplying the Leslie matrix by the current age-structure state matrix projects the population one time step forward, and repeated multiplication shows long-term growth and a stable age distribution. This extends the transition-matrix idea to populations that age.

Building the Leslie matrix

For three age classes with birth rates b1,b2,b3b_1, b_2, b_3 and survival rates s1s_1 (class 1 to 2) and s2s_2 (class 2 to 3), the Leslie matrix is

L=[b1b2b3s1000s20].L = \begin{bmatrix} b_1 & b_2 & b_3 \\ s_1 & 0 & 0 \\ 0 & s_2 & 0 \end{bmatrix}.

The top row generates newborns into class 1. Each survival rate sits on the subdiagonal, moving survivors down to the next age class. The oldest class has no survival entry, so it does not persist beyond its age band.

Projecting the population forward

Let S0S_0 be the starting numbers in each age class. The population after one step is S1=LS0S_1 = L S_0, and after nn steps Sn=LnS0S_n = L^n S_0.

Long-term behaviour

Raising LL to a large power and multiplying by S0S_0 shows the long-term picture: the total population eventually multiplies by a constant growth factor each step, and the proportions in each age class stabilise to a fixed stable age distribution, regardless of the starting numbers. On the calculator, project several steps and watch the ratios between age classes settle.

Why this matters for the exams

Leslie matrix questions test whether you can build the matrix correctly from birth and survival data and project a population forward, with the calculator doing the powers. Markers reward the right placement of fecundity and survival entries and a sensible interpretation of long-term growth. The model is a direct relative of the transition matrix, sharing the Sn=MnS0S_n = M^n S_0 machinery.

Exam-style practice questions

Practice questions written in the style of VCAA exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.

2023 VCAA1 marksA species of bird has a life span of three years. A Leslie matrix L is used to model the female population distribution of this species. The element in the second row, first column of L is 0.20. This element states that on average 20% of this population will A. be female. B. never reproduce. C. survive into their second year. D. produce offspring in their first year. E. live for the entire lifespan of three years.
Show worked answer β†’

In a Leslie matrix the top row holds the birth (fecundity) rates and the entries on the subdiagonal hold the survival proportions, that is, the fraction of each age group that lives to move into the next age group.

The element in the second row, first column is the proportion of age group 1 (first year) that survives to become age group 2 (second year).

A value of 0.20 therefore means that on average 20% of the youngest birds survive into their second year, which is option C. It is a survival rate, not a birth rate, so the reproduction-based options are incorrect.