Series (mathematics)
In mathematics, a series is defined as the sum of the terms of a sequence, which can include numbers or functions. Series can be finite, containing a limited number of terms, or infinite, extending indefinitely. They play a significant role not only in mathematics but also in fields such as computer science and physics, particularly in analyzing functions that cannot be expressed through a finite number of operations. A crucial concept in studying infinite series is convergence, where a series approaches a finite value as more terms are added.
Among the well-known types of series are the geometric series and the p-series, each with specific conditions for convergence. Various tests, such as the integral test, direct comparison test, and ratio test, help determine whether a series converges or diverges. Additionally, power series allow for the approximation of functions and are characterized by their intervals of convergence. Overall, understanding series is essential for exploring more advanced mathematical concepts and their applications in various scientific domains.
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Series (mathematics)
A series is the sum of all the mathematical objects, or terms, in a sequence, which may be numbers or functions. Series may be finite or infinite. A key aspect of mathematics, they are also important to related fields such as computer science and physics.
Mathematically, computers can really only add, multiply, and compare two numbers. Thus, a natural question is how can a computer evaluate a function such as
which cannot be expressed as a finite number of additions and multiplications. Likewise, how can a computer deal with numbers that have a non-terminating decimal expansion?
The answer to such questions lies in infinite series. A series is an infinite sum of the numbers , where
ranges from one to infinity. This sum is represented by
.
If the numbers
get small enough, then successive terms contribute less to the sum. Hence, there is the possibility that the series will converge to a finite number. In this case, we can approximate the value of the sum by looking at the partial sum,
for sufficiently large values of
. Partial sums are an important tool in determining the convergence of series.
Overview
Two of the more important series are the geometric series and the p-series. The geometric series is of the form . This converges to
for
and diverges otherwise. The p-series is of the form
. This converges for
and diverges otherwise. In particular, if
, then this is called the harmonic series.
There are a number of tests that can determine the convergence of series that are neither a geometric series nor a p-series. The test for divergence states that if
, then the series
diverges. The integral test compares the series against the corresponding improper integral. The direct comparison test states that:
If
is a convergent series and
, then
is likewise convergent.
If
is a divergent series and
, then
is likewise divergent.
The limit comparison test states that if
, where
, then
and
both converge or both diverge. The ratio test computes
then uses this number to determine convergence in the following way:
If
, then
converges.
If
, then
diverges.
If
, then the test is inconclusive.
-+The root test instead computes
but has the same conclusions as the ratio test. Finally, the alternating series test states that if
,
, and
, then the series
. converges.
If
converges, then
is said to be absolutely convergent. With the exception of the Alternating Series Test, all of the above tests look for absolute convergence. If
diverges but
converges, then the series is said to be conditionally convergent. Since absolute convergence is preferable to conditional convergence, the Alternating Series Test is usually the last one implemented.
Power Series
Series can be used to approximate functions such as sine, we can employ series. A power series for a function centered at
is the function
A power series will converge for all
in an interval
(which may consist of a single point) and diverge for all
outside of
. This interval is called the interval of convergence. The radius of convergence is half of the width of this interval. The radius of convergence can usually be computed using the ratio test or the root test. However, neither test will give information about convergence at the endpoints of the interval. Hence, another test must be used for the endpoints.
The coefficients for the above power series can be computed by
where
is the kth derivative of
evaluated at
. This is called the Taylor series for
If
, then this is called the Maclaurin series. When this method is used on the function
this gives the geometric series
. Other important power series (and their respective intervals of convergence) include:
Bibliography
Hass, Joel, Maurice Weir, and George B. Thomas. Thomas' Calculus. 13th ed. Boston: Pearson, 2014. Print.
Hirschman, Isadore Isaac. Infinite Series. Belmont: Cengage, 2014. Print.
Knopp, Konrad. Theory and Application of Infinite Series. Mineola: Dover, 1990. Print.
Wade, William R. An Introduction to Analysis. 4th ed.. Boston: Pearson, 2009. Print.