Fermat investigated maxima and minima by means of the principle that in
the neighbourhood of a maximum or minimum the differences of the values
of a function are insensible, a method virtually the same as that of the
differential calculus, and of great use in dealing with geometrical
maxima and minima. His method was developed by Huygens, Leibnitz, Newton
and others, and in particular by John Hudde, who investigated maxima and
minima of functions of more than one independent variable, and made some
attempt to discriminate between maxima and minima, a question first
definitely settled, so far as one variable is concerned, by Colin
Maclaurin in his _Treatise on Fluxions_ (1742). The method of the
differential calculus was perfected by Euler and Lagrange.
John Bernoulli's famous problem of the "brachistochrone," or curve of
quickest descent from one point to another under the action of gravity,
proposed in 1696, gave rise to a new kind of maximum and minimum problem
in which we have to find a curve and not points on a given curve. From
these problems arose the "Calculus of Variations." (See VARIATIONS,
CALCULUS OF.)
The only general methods of attacking problems on maxima and minima are
those of the differential calculus or, in geometrical problems, what is
practically Fermat's method. Some problems may be solved by algebra;
thus if y = f(x) ÷ [phi](x), where f(x) and [phi](x) are polynomials in
x, the limits to the values of y[phi] may be found from the
consideration that the equation y[phi](x) - f(x) = 0 must have real
roots. This is a useful method in the case in which [phi](x) and f(x)
are quadratics, but scarcely ever in any other case. The problem of
finding the maximum product of n positive quantities whose sum is given
may also be found, algebraically, thus. If a and b are any two real
unequal quantities whatever {½(a + b)}² > ab, so that we can increase
the product leaving the sum unaltered by replacing any two terms by half
their sum, and so long as any two of the quantities are unequal we can
increase the product. Now, the quantities being all positive, the
product cannot be increased without limit and must somewhere attain a
maximum, and no other form of the product than that in which they are
all equal can be the maximum, so that the product is a maximum when they
are all equal. Its minimum value is obviously zero. If the restriction
that all the quantities shall be positive is removed, the product can be
made equal to any quantity, positive or negative. So other theorems of
algebra, which are stated as theorems on inequalities, may be regarded
as algebraic solutions of problems on maxima and minima.
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