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Maximum


The largest value of a set, function, etc. The maximum value of a set of elements A={a_i}_(i=1)^N is denoted maxA or max_(i)a_i, and is equal to the last element of a sorted (i.e., ordered) version of A. For example, given the set {3,5,4,1}, the sorted version is {1,3,4,5}, so the maximum is 5. The maximum and minimum are the simplest order statistics.

The maximum value of a variable x is commonly denoted x_(max) (Strang 1988, pp. 286-287 and 301-303) or x_(max) (Golub and Van Loan 1996, p. 74). In this work, the convention x_(max) is used.

The maximum of a set of elements is implemented in the Wolfram Language as Max[list] and satisfies the identities

max(x,x)=x
(1)
max(x,y)=max(y,x).
(2)

Definite integrals include

int_0^1max(x,1-x)dx=3/4
(3)
int_0^1(min(x,1-x))/(max(x,1-x))dx=2ln2-1.
(4)
Maximum

A continuous function may assume a maximum at a single point or may have maxima at a number of points. A global maximum of a function is the largest value in the entire range of the function, and a local maximum is the largest value in some local neighborhood.

For a function f(x) which is continuous at a point x_0, a necessary but not sufficient condition for f(x) to have a local maximum at x=x_0 is that x_0 be a critical point (i.e., f(x) is either not differentiable at x_0 or x_0 is a stationary point, in which case f^'(x_0)=0).

The first derivative test can be applied to continuous functions to distinguish maxima from minima. For twice differentiable functions of one variable, f(x), or of two variables, f(x,y), the second derivative test can sometimes also identify the nature of an extremum. For a function f(x), the extremum test succeeds under more general conditions than the second derivative test.


See also

Critical Point, Extremum, Extremum Test, First Derivative Test, Global Maximum, Inflection Point, Local Maximum, Midrange, Minimum, Order Statistic, Saddle Point, Second Derivative Test, Stationary Point Explore this topic in the MathWorld classroom

Related Wolfram sites

http://functions.wolfram.com/ElementaryFunctions/Max/

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References

Abramowitz, M. and Stegun, I. A. (Eds.). Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, 9th printing. New York: Dover, p. 14, 1972.Golub, G. and Van Loan, C. Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins University Press, 1996.Niven, I. Maxima and Minima without Calculus. Washington, DC: Math. Assoc. Amer., 1982.Press, W. H.; Flannery, B. P.; Teukolsky, S. A.; and Vetterling, W. T. "Minimization or Maximization of Functions." Ch. 10 in Numerical Recipes in FORTRAN: The Art of Scientific Computing, 2nd ed. Cambridge, England: Cambridge University Press, pp. 387-448, 1992.Strang, G. Linear Algebra and its Applications, 3rd ed. Philadelphia, PA: Saunders, 1988.Tikhomirov, V. M. Stories About Maxima and Minima. Providence, RI: Amer. Math. Soc., 1991.

Referenced on Wolfram|Alpha

Maximum

Cite this as:

Weisstein, Eric W. "Maximum." From MathWorld--A Wolfram Web Resource. https://mathworld.wolfram.com/Maximum.html

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