Differential calculus
 
      Properties of continuous functions
         Continuous function definition
         Intermediate value theorem - Bolzano's theorem
         Existence of roots
         Extreme value theorem
         Monotone function
      Differential Calculus - Derivatives and differentials
      The derivative of a function
         Definition of the derivative of a function
      Tangent to a curve
      The equation of the line tangent to the given curve at the given point
         Determining the derivative of a function as the limit of the difference quotient
         The equation of the line tangent to the given curve at the given point, example
      Determining the lines tangent to the graph of a function from a point outside the function
         Determining the lines tangent to the graph of a function from a point outside the function, example
Properties of continuous functions
Continuous function definition
A real function  y = f(x)  is continuous at a point a if it is defined at x = a and 
that is, if for every e > 0 there is a  d(e) > 0 such that  | f(x) - f(a) | < e  whenever  | x - a | < d(e).
Therefore, if a function changes gradually as independent variable changes, so that at every value a, of the
independent variable, the difference between f(x) and f(a) approaches zero as x approaches a.
Thus, a function is continuous at a point if both one-sided limits (the left-handed and right-handed limits) are
equal,  
that is, if it is continuous both on the left and on the right at that point.
A point at which the function value is not equal to its limit, as x approaches that point, is called point of 
discontinuity. A function having points of discontinuity is discontinuous.
A function is said to be continuous if it is continuous at all points
1. Intermediate value theorem - Bolzano's theorem
If a function is continuous on the closed interval [a, b] then it takes every value between  f(a) and  f(b) for at 
least one argument between a and b.
That is, for every  y between  f(a) and  f(b) there exists at least one argument x between a and b whose
function's value  f(x) = y, as shows the figure below.
2. Existence of roots
If a function is continuous on the closed interval [a, b] then, if  f(a) and  f(b) have opposite signs, or 
f(a) ·  f(b) < 0, then there exists x Î [a, b] such that  f (x) = 0.
That is, the function has at least one real root. For example, inside the closed interval [a, b], the function
shown in the figure below, has three roots,  x1, x2 and x3,
  that is,    f (x1) = 0,  f (x2) = 0 and  f (x3) = 0  since  f(a) ·  f(b) < 0.
3. Extreme value theorem
If a function is continuous on the closed interval [a, b] then, there exist  xmin and  xMax Î [a, b] such that
  for all  x Î [a, b],  values of the function   f (xmin) <  f (x) <  f (xMax).
4. Monotone function
A continuous function is monotone on an interval if it is consistently increasing or decreasing in value,
              so that either                    f (x1) <  f (x2  for all   x1 < x2, 
                             or                     f (x1) >  f (x2  for all   x1 < x2
These may be called strictly monotone functions to distinguish them from those satisfying either
                                                    f (x1) <  f (x2  for all   x1 < x2, 
                             or                     f (x1) >  f (x2  for all   x1 < x2, 
that are called weakly monotone.
The derivative of a function
The slope or the gradient of the secant line joining points (x, f(x)) and (x + Dx, f(x + Dx)) given by 
is called the difference quotient, and represents the average rate of change of the function y = f(x).
Note that in the above equation x is the given fixed point and the only variable quantity is the distance
increment, Dx.
Definition of the derivative of a function
As the distance Dx gets smaller, the average rate of change becomes more accurate, that is the secant line
becomes more and more like the tangent line of the curve at the point (x, f(x)), as shows the figure above.
Therefore, the limit of the difference quotient as  Dx ® 0 that equals the slope of the line tangent to the
curve at the point (x, f(x)),
represents the instantaneous rate of change of the function with respect to x, or when written as
   
where Dx is substituted with h, is called the derivative of a function f at a given point x.
Geometrically, the derivative is the slope m (gradient) of the tangent at the point (x, y) to the curve y = f(x).
There are other common notations for the derivative like,  
The equation of the line tangent to the given curve at the given point
The equation of the tangent line at the given point (x0, y0) of a function y = f(x) we write using the point
slope equation of a line,
y - y0 = f ' (x0) · (x - x0)
where  m = f ' (x0) is the slope of the tangent line at the point (x0, y0).
Determining the derivative of a function as the limit of the difference quotient
Example:  Find the equation of the tangent line at the point (2, 4) of the function  f(x) = x2.
Solution:  The slope of the tangent line at the given point we calculate using the formula
then,  
m = f ' (x0) = 2x0,   m = f ' (2) = 2 · 2 = 4.
By substituting  m = 4 and the point (2, 4) into
y - y0 = f ' (x0) · (x - x0)
we get
 y -  4 = 4 · (x - 2)   or   y = 4x -
the equation of the tangent line at the given point of 
the function  f(x) = x2, as shows the right figure.
 
Determining the lines tangent to the graph of a function from a point outside the function
Lines tangent to the graph of a function y = f(x) from a given point (x1, y1) outside the function are defined
by two points they pass through, the given point (x1, y1) and the point of tangency (x0, y0).
To find the coordinates x0 and y0 of the points of tangency we should solve the following two equations,
                                                 (1)   y0 = f(x0)
                                                 (2)   y1 -  y0 =  f ' (x0) · (x1 - x0)
as the system of the two equations with the two unknowns x0 and y0.
The first equation states that the point of tangency must lie on the given function while, at the same time, its
coordinates x0 and y0 must satisfy the equation of the tangent line (2), since the point of tangency is the
common point of the tangent and the curve.
Thus for example, if given is the quadratic function  f(x) =  ax2 + bx + c and the point P1(x1, y1) then,
applying the above system of equations we can calculate the coordinates of the points of tangency
P0(x0, y0)  directly from the formulas,
   
Example:   Find equations of the lines tangent to the function  f(x) = - x2 + 2x + 4 drawn from the point
 (3, 2).
Solution:  To find the coordinates x0 and y0 of the points of tangency we should solve the system of equations. Substitute given quantities, the point (3, 2) and  f(x) = - x2 + 2x + 4  into equations,
Let calculate the slope  f ' (x0) of the tangent line, the equation (2).
Then substitute the slope and the y0 into second equation to get the points of tangency,
Therefore, the points of tangency are (2, 4) and (4, -4).
To write the equations of tangents t1 and t2  we calculate
their slopes m1 and m2 from 
 f ' (x0) = - 2x0 + 2.
Thus,     m1 = f ' (2) = - 2 · 2 + 2 = - 2,    m1 = - 2,
  and      m2 = f ' (4) = - 2 · 4 + 2 = - 6,    m2 = - 6.
The tangent t1 through the point (2, 4) and m1 = - 2, and
the tangent t2 through the point (4, -4) and m2 = - 6,
t1 ::   y = - 2x + 8  and  t2 ::   y = - 6x + 20.
Check the coordinates of the points of tangency by plugging the corresponding parameters into the above
formulas.
Calculus contents B
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