extreme value theorem

In calculus, the extreme value theorem states that if a real-valued function



f


{\displaystyle f}
is continuous on the closed interval



[
a
,
b
]


{\displaystyle [a,b]}
, then



f


{\displaystyle f}
must attain a maximum and a minimum, each at least once. That is, there exist numbers



c


{\displaystyle c}
and



d


{\displaystyle d}
in



[
a
,
b
]


{\displaystyle [a,b]}
such that:

The extreme value theorem is more specific than the related boundedness theorem, which states merely that a continuous function



f


{\displaystyle f}
on the closed interval



[
a
,
b
]


{\displaystyle [a,b]}
is bounded on that interval; that is, there exist real numbers



m


{\displaystyle m}
and



M


{\displaystyle M}
such that:

This does not say that



M


{\displaystyle M}
and



m


{\displaystyle m}
are necessarily the maximum and minimum values of



f


{\displaystyle f}
on the interval



[
a
,
b
]
,


{\displaystyle [a,b],}
which is what the extreme value theorem stipulates must also be the case.
The extreme value theorem is used to prove Rolle's theorem. In a formulation due to Karl Weierstrass, this theorem states that a continuous function from a non-empty compact space to a subset of the real numbers attains a maximum and a minimum.

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