Wikipedia / Binomial approximation
Wikipedia / Binomial approximation
The binomial approximation is useful for approximately calculating powers of sums of 1 and a small number x. It states that
may be real or complex numbers.
is converted from an exponent to a multiplicative factor. This can greatly simplify mathematical expressions (as in the example below) and is a common tool in physics.
The approximation can be proven several ways, and is closely related to the binomial theorem. By Bernoulli's inequality.
Derivations
Using linear approximation
The function
is a smooth function for x near 0. Thus, standard linear approximation tools from calculus apply: one has
and so
Thus
By Taylor's theorem that lies between 0 and . In little o notation.
Using Taylor series
The function
may be real or complex can be expressed as a Taylor series about the point zero.
, then the terms in the series become progressively smaller and it can be truncated to
starts to approach one, or when evaluating a more complex expression where the first two terms in the Taylor series cancel (see example).
, a better approximation is:
Example
The binomial approximation for the square root, can be applied for the following expression,
.
and recalling that a square root is the same as a power of one half.
which is otherwise not obvious from the original expression.
Generalization
While the binomial approximation is linear, it can be generalized to a quadratic approximation keeping the second term in the Taylor series:
Applied to the square root, it results in:
Quadratic example
Consider the expression:
then the expression unhelpfully simplifies to zero
While the expression is small, it is not exactly zero. So now, keeping the quadratic term:
were kept.
References