Let f:ERf:E\to\mathbb{R} and let aEa\in E.

  • The point aa is a global maximizer (or absolute maximizer) of ff on EE if
    xE, f(x)f(a).\forall x\in E,\ f(x)\le f(a).
    The value f(a)f(a) is then the global maximum (or absolute maximum) of ff on EE.
  • The point aa is a global minimizer (or absolute minimizer) of ff on EE if
    xE, f(a)f(x).\forall x\in E,\ f(a)\le f(x).
    The value f(a)f(a) is then the global minimum (or absolute minimum) of ff on EE.
Remarks

Global extrema are stronger than local extrema and need not exist in general. The states that continuous real-valued functions on compact spaces attain both a global maximum and a global minimum.

Examples
  • On E=[0,1]E=[0,1], f(x)=xf(x)=x has global minimizer 00, global maximizer 11, minimum value 00, and maximum value 11.
  • On E=(0,1)E=(0,1), f(x)=xf(x)=x has no global maximizer or minimizer and no maximum or minimum value.
  • On E=RE=\mathbb{R}, f(x)=x2f(x)=x^2 has global minimizer 00 and minimum value 00, but no global maximizer or maximum value.