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Math 2





logarithm















logarithmic series

exponential series


matrix

 cofactor of matrix is








application of determinant

Explicit formulas for small systems

Consider the linear system
which in matrix format is
The rules for 3 × 3 matrices are similar. Given
which in matrix format is
Then the values of x, y and z can be found as follows:



GEOMETRIC PROGRESSION

The n-th term of a geometric sequence with initial value a and common ratio r is given by
Such a geometric sequence also follows the
 for every integer 

Derivation

To derive this formula, first write a general geometric series as:
We can find a simpler formula for this sum by multiplying both sides of the above equation by 1 − r, and we'll see that
since all the other terms cancel. If r ≠ 1, we can rearrange the above to get the convenient formula for a geometric series that computes the sum of n terms:

Related formulas

If one were to begin the sum not from k=1, but from a different value, say m, then

For example:
For a geometric series containing only even powers of r multiply by  1 − r2  :
Then
Equivalently, take  r2  as the common ratio and use the standard formulation.
For a series with only odd powers of r
and

Then:
For a series containing only even powers of ,
and for odd powers only,
In cases where the sum does not start at k = 0,

This formula only works for |r| < 1 as well. From this, it follows that, for |r| < 1,

The proof of this comes from the fact that

.

 (if ).
Proof:
Let the product be represented by P:
.
Now, carrying out the multiplications, we conclude that
.

.
.
We raise both sides to the second power:
.
Consequently,

 and
,


Arithmetic progression

If the initial term of an arithmetic progression is  and the common difference of successive members is d, then the nth term of the sequence () is given by:
,
and in general
.


Derivation


To derive the above formula, begin by expressing the arithmetic series in two different ways:
Adding both sides of the two equations, all terms involving d cancel:
Dividing both sides by 2 produces a common form of the equation:
An alternate form results from re-inserting the substitution: :
Furthermore, the mean value of the series can be calculated via: :

Product


 and  is given by

Standard deviation

The standard deviation of any arithmetic progression can be calculated as
where  is the number of terms in the progression and  is the common difference between terms.

Summary of formulas

If
 is the first term of an arithmetic progression.
 is the nth term of an arithmetic progression.
 is the difference between terms of the arithmetic progression.
 is the number of terms in the arithmetic progression.
 is the sum of n terms in the arithmetic progression.
 is the mean value of arithmetic series.
then
1. 
2. 
3. 
4. 
5.  = 
6. 

Quadratic formula





Subtract c/a from both sides of the equation, yielding:

which produces:
Accordingly, after rearranging the terms on the right hand side to have a common denominator, we obtain:

Isolating x gives the quadratic formula:



Other derivations

Many alternative derivations of the quadratic formula are in the literature. These derivations may be simpler than the standard completing the square method, may represent interesting applications of other algebraic techniques, or may offer insight into other areas of mathematics.

In other words, the quadratic formula can be derived as follows:

Expanding the result and then collecting the powers of y produces:
We have not yet imposed a second condition on y and m, so we now choose m so that the middle term vanishes. That is, 2am + b = 0 or m = b/2a. Subtracting the constant term from both sides of the equation (to move it to the right hand side) and then dividing by a gives:
Substituting for m gives:
Therefore,
substituting x = y + m = y −b/2a provides the quadratic formula.

By using algebraic identities

The following method was used by many historical mathematicians:
Let the roots of the standard quadratic equation be r1 and r2. The derivation starts by recalling the identity:
Taking the square root on both sides, we get:
Since the coefficient a ≠ 0, we can divide the standard equation by a to obtain a quadratic polynomial having the same roots. Namely,
From this we can see that the sum of the roots of the standard quadratic equation is given by b/a, and the product of those roots is given by c/a. Hence the identity can be rewritten as:
Now,
Since r2 = −r1 − b/a, if we take
then we obtain
and if we instead take
then we calculate that
Combining these results by using the standard shorthand ±, we have that the solutions of the quadratic equation are given by:

assume that it factors as
Expanding yields
where p = −(α + β) and q = αβ.


Thus, solving for the resolvents gives the original roots.
Now r1 = α + β is a symmetric function in α and β, so it can be expressed in terms of p and q, and in fact r1 = −p as noted above. But r2 = α − β is not symmetric, 
yields
and thus
If one takes the positive root, breaking symmetry, one obtains:
and thus
Thus the roots are
which is the quadratic formula. Substituting p = b/aq = c/a yields the usual form for when a quadratic is not monic. The resolvents can be recognized as r1/2 = p/2 = b/2a being the vertex, and r22 = p2 − 4q is the discriminant (of a monic polynomial).

The value of x in the extreme point is then added to both sides of the equation
Permutation
,
which is 0 when k > n, and otherwise is equal to

Combination
,

Binomial theorem



According to the theorem, it is possible to expand any power of x + y into a sum of the form


or equivalently

Examples


Pascal's triangle
The most basic example of the binomial theorem is the formula for the square of x + y:
The binomial coefficients 1, 2, 1 appearing in this expansion correspond to the second row of Pascal's triangle. (Note that the top "1" of the triangle is considered to be row 0, by convention.) The coefficients of higher powers of x + y correspond to lower rows of the triangle:


which is defined in terms of the factorial function n!. Equivalently, this formula can be written

Inductive proof

shows that (x + y)n + 1 also is a polynomial in x and y, and
since if j + k = n + 1, then (j − 1) + k = n and j + (k − 1) = n. Now, the right hand side is

which is the inductive hypothesis with n + 1 substituted for n and so completes the inductive step.

Generalizations

Newton's generalized binomial theorem


When r is a nonnegative integer, the binomial coefficients for k > r are zero, so this equation reduces to the usual binomial theorem, and there are at most r + 1 nonzero terms. For other values of r, the series typically has infinitely many nonzero terms.
For example, with r = 1/2 gives the following series for the square root:

More generally, with r = −s:
So, for instance, when ,

Multinomial theorem

The binomial theorem can be generalized to include powers of sums with more than two terms. The general version is
where the summation is taken over all sequences of nonnegative integer indices k1 through km such that the sum of all ki is n. (For each term in the expansion, the exponents must add up to n). The coefficients  are known as multinomial coefficients, and can be computed by the formula
Combinatorially, the multinomial coefficient  counts the number of different ways to partition an n-element set into disjoint subsets of sizes k1, ..., km.

Multi-binomial theorem

It is often useful when working in more dimensions, to deal with products of binomial expressions. By the binomial theorem this is equal to
This may be written more concisely, by multi-index notation, as

Using the binomial theorem, the expression on the right can be expanded, and then the real and imaginary parts can be taken to yield formulas for cos(nx) and sin(nx). For example, since
De Moivre's formula tells us that
which are the usual double-angle identities. Similarly, since
De Moivre's formula yields
In general,
and


The kth term of this sum is
As n → ∞, the rational expression on the right approaches one, and therefore
This indicates that e can be written as a series:

Probability



Properties of triangle




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