In
algebra, the 'partial fraction' decomposition or ('partial fraction expansion') is used to reduce the
degree of ''either'' the numerator or the denominator of a
rational function. The outcome of partial fraction expansion expresses that function as a sum of fractions, where:
★ the denominator of each term is a
power of an
irreducible (not factorable)
polynomial and
★ the numerator is a polynomial of smaller degree than the denominator.
See
partial fractions in integration for an account of their use in finding antiderivatives. They are also used in calculating the inverse of transforms; such as the
Laplace transform, or the
Z-transform.
Just which polynomials are irreducible depends on which
field of
scalars one adopts. Thus if one allows only
real numbers, then irreducible polynomials are of degree either 1 or 2. If
complex numbers are allowed, only 1st-degree polynomials can be irreducible. If one allows only
rational numbers, then some higher-degree polynomials are irreducible.
One can use ''partial fraction expansion'' for one of two main uses:
★ To change a function in the form
into a function of the form
::
★ To change a function in the form
into a function of the form
::
Some examples
Simple example
If one wants to decompose x/(x+a), then one can follow these steps:
:
where ''A'', ''B'', and ''a'' are constants
:
:
and
therefore
:
and
Distinct first-degree factors in the denominator
Suppose it is desired to decompose the rational function
:
into partial fractions. The denominator factors as
:
and so we seek scalars ''A'' and ''B'' such that
:
One way of finding ''A'' and ''B'' begins by "clearing fractions", i.e., multiplying both sides by the
common denominator (''x'' − 8)(''x'' + 5). This yields
:
Collecting like terms gives
:
Equating coefficients of like terms then yields:
:
The solution is ''A'' = 11/13, ''B'' = 2/13. Thus we have the partial fraction decomposition
:
An irreducible quadratic factor in the denominator
In order to decompose
:
into partial fractions, first observe that
:
The fact that ''x''
2 + 2''x'' + 4 cannot be factored using real numbers can be seen by observing that the
discriminant 2
2 − 4(1)(4) is negative. Thus we seek scalars ''A'', ''B'', ''C'' such that
:
When we clear fractions, we get
:
We could proceed as in the previous example, getting three linear equations in three variables ''A'', ''B'', and ''C''. However, since solving such systems becomes onerous as the number of variables grows, we try a different method. Substitution of 2 for ''x'' in the identity above makes the entire second term vanish, and we get
:
i.e., 84 = 12''A'', so ''A'' = 7, and we have
:
Next, substitution of 0 for ''x'' yields
:
and so ''C'' = 4. We now have
:
Substitution of 1 for ''x'' yields
:
and so ''B'' = 3. Our partial fraction decomposition is therefore:
:
A repeated first-degree factor in the denominator
Consider the rational function
:
The denominator factors thus:
:
The multiplicity of the first-degree factor (''x'' − 4) is more than 1. In such cases, the partial fraction decomposition takes the following form:
:
Repeated factors in the denominator generally
For rational functions of the form
:
(where the
may be any polynomial of sufficiently small degree) the partial fraction decomposition looks like this:
:
The general pattern may be quickly guessed.
For rational functions of the form
:
with the irreducible quadratic factor ''x''
2 + 1 in the denominator (where again, the
may be any polynomial of sufficiently small degree), the partial fraction decomposition looks like this:
:
and a similar pattern holds for any other irreducible quadratic factor.
High-degree polynomials in the numerator
When you need to apply the partial fraction decomposition to a polynomial division like
:
where
, you just need to make the
polynomial long division procedure first, and apply the partial fraction decomposition to the remainder.
Use in deriving the logistic general equation
In many beginning calculus courses, partial fractions are introduced as a way to derive the general equation for a
logistic function.
Logistic functions model a population which grows until it reaches a limit. The rate of change for the function is proportional (constant ''k'') to both the population reached (''P'') and the fraction of the total
carrying capacity (''M'') remaining. Thus:
:
:
:
:
:
:
:
:
:
:
:
:
:
:
Basic principles
The basic principles involved are quite simple; it is the algorithmic aspects that require attention in particular cases.
Assume a rational function ''R''(''x'') in one
indeterminate ''x'' has
denominator that factors as
:''P''(''x'')''Q''(''x'')
over a
field ''K'' (we can take this to be
real numbers, or
complex numbers). If ''P'' and ''Q'' have no common factor, then ''R'' may be written as
:''A''/''P'' + ''B''/''Q''
for some polynomials ''A''(''x'') and ''B''(''x'') over ''K''. The ''existence'' of such a decomposition is a consequence of the fact that the
polynomial ring over ''K'' is a
principal ideal domain, so that
:''CP'' + ''DQ'' = 1
for some polynomials ''C''(''x'') and ''D''(''x'') (see
Bézout's identity).
Using this idea inductively we can write ''R''(''x'') as a sum with denominators powers of
irreducible polynomials. To take this further, if required, write
:''G''(''x'')/''F''(''x'')
''n''
as a sum with denominators powers of ''F'' and
numerators of degree less than ''F'', plus a possible extra polynomial. This can be done by the
Euclidean algorithm, polynomial case.
Therefore when ''K'' is the complex numbers and we can assume ''F'' has degree 1 (by the
fundamental theorem of algebra) the numerators will be constant. When ''K'' is the real numbers we can have the case of
:degree ''F'' = 2,
and a quotient of a linear polynomial by a power of a quadratic will occur. This therefore is a case that requires discussion, in the systematic theory of integration (for example in
computer algebra).
Algorithms
Lagrange interpolation
Partial fraction decomposition can be derived using
Lagrange interpolation.
Example
As an introductory example we take the rational function
:
By the
difference of two squares identity, this can also be written as
:
which can be transformed further. Consider an identity
:
where ''A'' and ''B'' are constants. In more explicit form, we have the relation of the numerators,
:
We know that the constants on one side of an expression must equal those on the other side. On the left hand side, the constants are −''A'' and ''B'', and on the right, the constant is simply 0. So, comparing constants on both sides of the expression, we can see that
:
i.e.
Now, in the same way, we know that the number of ''x'' terms on the left must equal the number of ''x's on the right. Therefore, looking at ''x'' terms on both sides,
:
therefore
:
and so, given that
, we can say that
:
Finally we find:
:
or
:
which holds true for all ''x'' ≠ ±1.
Derivation
The preceding example can be generalized to the following situation:
Assume that ''Q''(''x'') is a
monic polynomial of some
degree n which over the underlying
field ''K'' decomposes into linear factors
:
where all
are pairwise different. In other words ''Q'' has simple roots (over ''K''). If ''P(x)'' is any polynomial of degree
then according to the Lagrange interpolation formula (see
Lagrange form) ''P(x)'' can be uniquely written as a sum (the Lagrange form representation)
:
where
is the Lagrange polynomial
:
Dividing the Lagrange representation on the right side termwise by the polynomial ''Q''(''x'') in its factored form one obtains
:
This is the partial fraction decomposition
:
of the rational function
with the derivative of
given by
:
.
The first example can be obtained as the special case
.
Note the close relationship to
divided differences.
Parāvartya Sūtra
Separation of a fractional algebraic expression into partial fractions is the reverse of the process of combining fractions by converting each fraction to the lowest common denominator (LCM) and adding the numerators. This separation is accomplished by a mental, one-line Vedic formula called the ''Parāvartya Sūtra''
[1]. Case one has fractional expressions where factors in the denominator are unique. Case two has fractional expressions where some factors may repeat as powers of a binomial.
In integral calculus we would want to write a fractional algebraic expression as the sum of its partial fractions in order to take the integral of each simple fraction separately. Once the original denominator, D
0, has been factored we 'set up a fraction for each factor in the denominator'. We may use a subscripted D to represent the denominator of the respective partial fractions which are the factors in D
0. Letters A, B, C, D, E, and so on will represent the 'numerators' of the respective partial fractions.
We calculate each respective numerator by (1) calculating the ''Parāvartya'' value of the denominator (which is the value of the variable making that binomial factor equal to zero) and (2) then substituting this value into the original expression but ignoring that factor in the denominator. Each ''Parāvartya'' value for the variable is the value which would give an undefined value to the expression since we do not divide by zero.
'General formula':
:
Here, ''a'', ''b'', ''c'', ''l'', ''m'', and ''n'' are given integer values.
Where ''x'' = ''a'' and
:
and where ''x'' = ''b'' and
:
and where ''x'' = ''c'' and
:
[2]
Case one
Factorize the expression in the denominator. Set up a partial fraction for each factor in the denominator. Apply the ''Parāvartya Sūtra'' to solve for the new numerator of each partial fraction.
Example
:
Set up a partial fraction for each factor in the denominator. With this framework we apply the Sūtra to solve for ''A'', ''B'', and ''C'' by mental math.
1. ''D''
1 is ''x'' + 1; set it equal to zero. This gives the ''Parāvartya'' value for ''A'' when ''x'' = −1.
2. Next, substitute this value of x into the fractional expression, but without D
1.
3A. Put this value down as the value of ''A''.
Proceed similarly for ''B'' and ''C''.
3B. For ''Parāvartya'' ''B'' use ''x'' = −2.
3C. For ''Parāvartya'' ''C'' use ''x'' = −3.
Thus, to solve for ''A'', use ''x'' = −1:
:
Thus, to solve for ''B'', use ''x'' = −2:
:
Thus, to solve for ''C'', use ''x'' = −3:
:
Thus,
:
[3]
Case two
When factors of the denominator include powers of one expression we
(1) Set up a partial fraction for each unique factor and each lower power of D;
(2) We set up an equation showing the 'relation of the numerators' if all were converted to the LCD.
From the equation of numerators we solve for each numerator, A, B, C, D, and so on.
This equation of the numerators is an absolute identity, true for all values of x. So, we may select any value of x and solve.
[4]
Example
:
Here, we set up a partial fraction for each descending power of the denominator. Then we solve for the numerators, A and B. As the ''Parāvartya'' value for A and B will be the same, x = ½, we need an additional relation in order to solve for both.
To write 'the relation of numerators' the second fraction needs another factor of (1-2x) to convert it to the LCD, giving us 3''x'' + 5 = ''A'' + ''B''(1 − 2''x'').
'To solve for ''A'':'
Set the denominator of the first fraction to zero, 1 − 2''x'' = 0.
Solving for x gives the ''Parāvartya'' value for ''A'', when ''x'' = ½.
When we substitute this value, ''x'' = ½, into the relation of numerators we have 3(1/2) + 5 = ''A'' + ''B''(0).
Solving for ''A'' gives us ''A'' = 3/2 + 5 = 13/2. Hence, numerator ''A'' equals six and one-half.
[5]
'To solve for ''B'':'
Since the equation of the numerators, here, 3''x'' + 5 = ''A'' + ''B''(1 − 2''x''), is true for 'all values of ''x''', pick a value for ''x'' and use it to solve for ''B''. As we have solved for the value of ''A'' above, ''A'' = 13/2, we may use that value to solve for ''B''.
We may pick ''x'' = 0, use ''A'' = 13/2, and then solve for ''B''.
: 3''x'' + 5 = ''A'' + ''B''(1 − 2''x'')
: 0 + 5 = 13/2 + ''B''(1 + 0)
: 10/2 = 13/2 + ''B''
: −3/2 = ''B''
We may pick ''x'' = 1. Then solve for ''B'':
: 3''x'' + 5 = ''A'' + ''B''(1 − 2''x'')
: 3 + 5 = 13/2 + ''B''(1 − 2)
: 8 = 13/2 + ''B''(−1)
: 16/2 = 13/2 − ''B''
: ''B'' = −3/2
We may pick ''x'' = −1. Solve for ''B'':
: 3''x'' + 5 = ''A'' + ''B''(1 − 2''x'')
: −3 + 5 = 13/2 + ''B''(1 + 2)
: 4/2 = 13/2 + 3''B''
: −9/2 = 3''B''
: −3/2 = ''B''
Hence,
:
or
:
Technique three
A third technique is an analysis of the expanded relation of the numerators. Just match up the x-terms of each degree. Then one can see the coefficients of the matching terms and solve for the missing numerator.
Example
:
Converting each fraction to the LCD we have the relation in the numerators: 3''x'' + 5 = ''A'' + ''B''(1 − 2''x''). As ''A'' and ''B'' are constants, we can expand and match up the constant terms and the ''x''-terms. The values of ''A'' and ''B'' will then be apparent.
: 3''x'' + 5 = ''A'' + ''B''(1 − 2''x'')
: 3''x'' + 5 = ''A'' + ''B'' − 2''Bx''
Hence, the constant terms are set equal and the x-terms are set equal:
: 5 = ''A'' + ''B''
: 3x = −2''Bx''
Therefore, by setting the coefficients equal,
: 3 = −2''B''
: −3/2 = ''B''
And,
: 5 = ''A'' − 3/2
: 5 + 3/2 = ''A''
: 13/2 = ''A''
Hence,
:
Fractions of integers
The idea of partial fractions can be generalized to other
rings,
say the ring of
integers where
prime numbers take the role of irreducible denominators.
E.g., it is:
:
.
References
1. ''Vedic Mathematics: Sixteen Simple Mathematical Formulae from the Vedas'', by Swami Sankaracarya (1884-1960), Motilal Banarsidass Indological Publishers and Booksellers, Varnasi, India, 1965; reprinted in Delhi, India, 1975, 1978. 367 pages.
2. Page 188, ''Vedic Mathematics''
3. Page 186, ''Vedic Mathematics''
4. Pages 188-189, ''Vedic Mathematics''
5. Page 189, ''Vedic Mathematics''
See also
★
Partial fraction decomposition over the reals
★
Partial fractions in complex analysis
★
Partial fractions in integration
★ [
[1]] Swami Sankaracarya
External links
★
Article on solving partial fractions
★
automatic step-by-step partial fractions