Population dynamics

cosmos 24th February 2017 at 11:00am
Ecology

See Dynamical systems on networks, Epidemics on networks, Dynamical system, Chemical kinetics, Social dynamics

Often modelled by Continuous dynamical system, but sometimes by Discrete dynamical systems, like the Logistic map

Fundamental processes

Processes that affect number of individuals in a population.

  • Death rate
  • Birth rate
  • Immigration rate
  • Emigration rate

These processes show density dependence, that is dependence on the population size itself.

Logistic growth

dx(t)dt=bx(t)(1x(t)K)\frac{dx(t)}{dt}=bx(t)\left(1-\frac{x(t)}{K}\right)

KK is the carrying capacity, which defines a stable Fixed point.

khanacademy

Two species model

dx1dt=bx1qx2x1\frac{dx_1}{dt}=bx_1-qx_2x_1, dx2dt=qx2x1bx1\frac{dx_2}{dt}=qx_2x_1-bx_1

Mutualism (or Symbiosis)

dx1dt=x1(r1d1x1+a1x2)\frac{dx 1}{dt}= x 1 (r 1 -d_1x_1+ a 1 x 2 )

dx2dt=x2(r2d2x2+a2x1)\frac{dx 2}{dt}= x 2 (r 2 -d_2x_2+ a 2 x 1 )