In: Advanced Math
For function f(x):
1.) The meaning of 1st derivative :-
The first derivative of the function f(x), which we write as
f'(x) or as df/dx, is the slope of the tangent line to the function
at the point x. To put this in non-graphical terms, the first
derivative tells us how whether a function is increasing or
decreasing, and by how much it is increasing or decreasing. This
information is reflected in the graph of a function by the slope of
the tangent line to a point on the graph, which is sometimes
describe as the slope of the function. Positive slope tells us
that, as x increases, f(x) also increases. Negative slope tells us
that, as x increases, f(x) decreases. Zero slope does not tell us
anything in particular: the function may be increasing, decreasing,
or at a local maximum or a local minimum at that point. Writing
this information in terms of derivatives, we see that:
• if df/dx (p) > 0, then f(x) is an increasing function at x =
p.
• if df/dx (p) < 0, then f(x) is a decreasing function at x =
p.
• if df/ dx (p) = 0, then x = p is called a critical point of f(x),
and we do not know anything new about the behavior of f(x) at x =
p.
For example, take f(x) =3x^3 − 6x^2 + 2x − 1. The derivative of
f(x) is dfdx= 9x^2 − 12x + 2.
At x = 0, the derivative of f(x) is therefore 2, so we know that
f(x) is an increasing function at x = 0. At
x = 1, the derivative of f(x) is df/dx(1) = 9 · 12 − 12 · 1 + 2 = 9
− 12 + 2 = −1,
so f(x) is a decreasing function at x = 1.
2.) The meaning of 2nd derivative :
The second derivative of a function is the derivative of the
derivative of that function. We write it as f''(x) or as d^2f/dx^2
. While the first derivative can tell us if the function is
increasing or decreasing, the second derivative tells us if the
first derivative is increasing or decreasing. If the second
derivative is positive, then the first derivative is increasing, so
that the slope of the tangent line to the function is increasing as
x increases. We see this phenomenon graphically as the curve of the
graph being concave up, that is, shaped like a parabola open
upward. Likewise, if the second derivative is negative, then the
first derivative is decreasing, so that the slope of the tangent
line to the function is decreasing as x increases. Graphically, we
see this as the curve of the graph being concave down, that is,
shaped like a parabola open downward. At the points where the
second derivative is zero, we do not learn anything about the shape
of the graph: it may be concave up or concave down, or it may be
changing from concave up to concave down or changing from concave
down to concave up. So, to summarize:
• if d^2f/dx^2 (p) > 0 at x = p, then f(x) is concave up at x =
p.
• if d^2f/dx^2 (p) < 0 at x = p, then f(x) is concave down at x
= p.
• if d^2f/dx^2 (p) = 0 at x = p, then we do not know anything new
about the behavior of f(x) at x = p.