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Material Type: Notes; Class: MUSIC THEORY; Subject: Music; University: University of California - Irvine; Term: Unknown 1989;
Typology: Study notes
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Definition. Suppose the domain of a function f includes a closed interval ]a, b[. A point c is said to be
f (c) ≥ f (x) for all x in ]a, b[
f (c) ≤ f (x) for all x in ]a, b[
Note. Absolute maxima and minima of a function on an open interval, and on an arbitrary set of points, are defined analogously (e.g., see absolute maxima in S&M.)
Examples
f (x) =
1 − x for 0 ≤ x < 1 1 for 1 ≤ x ≤ 2
has absolute maxima at the point x = 0 and at all points in the interval [1, 2] on the x-axis, but no absolute minima
Suppose a function f is defined in a neighborhood of a point c.
Exercise. This exercise is an efficient way to clarify the limit formulas for the right-sided and left-sided deriva- tives. Let h be a small, positive number, such that the closed interval [c − h, c + h] is contained in the domain of f. Write down the slope of the line passing through
Definition. For a small h > 0, the expressions
f (c + h) − f (c) h
and
f (c) − f (c − h) h
are called, respectively, the right-sided and left-sided finite differences (of f at c with step h). Another term for these is, a right-sided (left-sided) (f, c, h)-difference.
Note. Finite differences have the following geometric interpretation. A right-sided finite (f, c, h)-difference is the slope of the line passing through the points
(c, f (c)), (c + h, f (c + h))
Similarly, a left-sided (f, c, h)-difference is the slope of the line passing through the points
(c, f (c)), (c − h, f (c − h))
Note that for both differences, h is positive.
Theorem: Maxima of Differentiable Functions. Suppose a function f (x) is differentiable on the open interval ]a, b[, and suppose c is a point in ]a, b[ at which f attains a a maximum on ]a, b[, i.e.
f (c) ≥ f (x) for all x in ]a, b[ (24)
THEN f ′(c) = 0.
Verification. To see this, consider the right-sided finite difference
f (c + h) − f (c) h
where h is positive and small enough that c + h lies in ]a, b[. By (24), we have
f (c + h) − f (c) h
Letting h tend to 0 from the right and taking the limit, we obtain by Nonpositivity (Lecture 5, section 4.6.2) that
f ′(c) ≤ 0 (27)
Carrying out a similar procedure for the left-sided finite difference,
f (c) − f (c − h) h
, h > 0 ,
we obtain f ′(c) ≥ 0 (28)
The inequalities (27) and (28) must hold simultaneously, and this is possible only if
f ′(c) = 0
Corollary: Minima of Differentiable Functions. Suppose a function f (x) is differentiable on the open interval ]a, b[, and suppose c is a point in ]a, b[ at which f attains a minimum on ]a, b[, i.e.
f (c) ≤ f (x) for all x in ]a, b[ (29)
THEN f ′(c) = 0.
Verification. To see this, introduce the function f˜ (x) = −f (x). Then f˜ has a maximum at c, hence satisfies f˜ ′(c) = 0, as we verified above. It follows that f ′(c) = 0.
Terminology: Extrema. Absolute maxima and minima are collectively called absolute extrema.
How to Picture the Results in this Section. “Drop a horizontal bar onto a 2-D hill.” (The bar will hit the highest point of the hill.)
How to Remember the Results in this Section. At an absolute extremum, the tangent is horizontal.