11.
Consider the following “logistic” equation that describes the growth of a population of
organisms: 𝑑π‘₯/𝑑𝑑 = π‘₯(1 βˆ’ π‘₯). The stabilities of the fixed (equilibrium) points are:
a. π‘₯ = 0 (stable) and π‘₯ = 1 (stable)
b. π‘₯ = 0 (stable) and π‘₯ = 1 (unstable)
c. π‘₯ = 0 (unstable) and π‘₯ = 1 (stable)
d. π‘₯ = 0 (unstable) and π‘₯ = 1 (unstable)

The logistic equation dx/dt = x(1-x) models population growth with a carrying capacity of 1. Fixed points occur where dx/dt = 0, so x(1-x) = 0, giving x=0 and x=1. Stability is determined by the sign of f'(x) = 1-2x at these points: if f'(x^*) > 0, unstable; if f'(x^*) < 0, stable.

Fixed Points Analysis

At x=0, f'(0)=1 > 0, so perturbations grow, making it unstableβ€”populations near zero increase away from extinction.

At x=1, f'(1)=-1 < 0, so perturbations decay, making it stableβ€”populations approach the carrying capacity.

Option Evaluation

Option a: Both stableβ€”incorrect, as x=0 is unstable.
Option b: x=0 stable, x=1 unstableβ€”incorrect, reverses actual stabilities.
Option c: x=0 unstable, x=1 stableβ€”correct, matches derivative analysis.
Option d: Both unstableβ€”incorrect, as x=1 attracts trajectories.

Correct answer: c.

Understanding Fixed Points

Fixed points solve x(1-x)=0, yielding x^*=0 (extinction) and x^*=1 (carrying capacity). Linear stability uses f'(x^*)=1-2x^*: positive eigenvalue means unstable, negative means stable.

Stability Determination

For x^*=0, f'(0)=1 > 0 (unstable)β€”small populations explode.

For x^*=1, f'(1)=-1 < 0 (stable)β€”populations converge regardless of starting size (except exactly 0).

CSIR NET Exam Relevance

In ecology/evolution sections, this tests phase line analysis: arrows point right of 0 (growth), left of 1 (decline). Solution x(t) = 1 / (1 + (1/x_0 – 1)e^{-t}) confirms asymptotic approach to 1. Practice identifies correct option c for such MCQs.

 

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