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extremum (Definition)

Extrema are minima and maxima. The singular forms of these words are extremum, minimum, and maximum.

Extrema may be “global” or “local”. A global minimum of a function $ f$ is the lowest value that $ f$ ever achieves. If you imagine the function as a surface, then a global minimum is the lowest point on that surface. Formally, it is said that $ f\colon U \to V$ has a global minimum at $ x$ if $ \forall u \in U, f(x) \leq f(u)$.

A local minimum of a function $ f$ is a point $ x$ which has less value than all points “next to” it. If you imagine the function as a surface, then a local minimum is the bottom of a “valley” or “bowl” in the surface somewhere. Formally, it is said that $ f\colon U \to V$ has a local minimum at $ x$ if $ \exists$ a neighborhood $ N$ of $ x$ such that $ \forall y \in N$, $ f(x) \leq f(y)$.

If you flip the $ \leq$ signs above to $ \geq$, you get the definitions of global and local maxima.

A “strict local minima” or “strict local maxima” means that nearby points are strictly less than or strictly greater than the critical point, rather than $ \leq$ or $ \geq$. For instance, a strict local minima at $ x$ has a neighborhood $ N$ such that $ \forall y \in N$, $ (f(x) < f(y) \textrm{ or } y = x)$.

A saddle point is a critical point which is not a local extremum.

A related concept is plateau.

Finding minima or maxima is an important task which is part of the field of optimization.



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"extremum" is owned by bshanks. [ full author list (4) | owner history (1) ]
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See Also: plateau, relations between Hessian matrix and local extrema, least and greatest value of function

Other names:  extrema
Also defines:  global minima, global maxima, local minima, local maxima, global minimum, global maximum, local minimum, local maximum, strict local minima, strict local maxima, strict local minimum, strict local maximum, saddle point

Attachments:
methods to find extremum (Topic) by bloftin
extremum points of function of several variables (Theorem) by pahio
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Cross-references: plateau, critical point, strictly, definitions, neighborhood, point, surface, function
There are 32 references to this entry.

This is version 14 of extremum, born on 2002-08-28, modified 2006-08-05.
Object id is 3373, canonical name is Extremum.
Accessed 22419 times total.

Classification:
AMS MSC26B12 (Real functions :: Functions of several variables :: Calculus of vector functions)

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