Geometric series: Difference between revisions
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A '''geometric series''' is a [[series (mathematics)|series]] associated with a [[geometric sequence]], | A '''geometric series''' is a [[series (mathematics)|series]] associated with a [[geometric sequence]], | ||
i.e., the ratio (or quotient) ''q'' of two consecutive terms is the same for each pair. Thus, | i.e., the ratio (or quotient) ''q'' of two consecutive terms is the same for each pair. | ||
Thus, every geometric series has the form | |||
:<math> | :<math> | ||
a + aq + aq^2 + aq^3 + \cdots | a + aq + aq^2 + aq^3 + \cdots | ||
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\frac{a q^{n}}{aq^{n-1}} = q. | \frac{a q^{n}}{aq^{n-1}} = q. | ||
</math> | </math> | ||
The sum of the first ''n'' terms of a geometric sequence is called the ''n''-th partial sum (of the series); its formula is given below (''S''<sub>''n''</sub>). | |||
An infinite geometric series (i.e., a series with an infinite number of terms) converges if and only if |''q''|<1, in which case its sum is <math> a \over 1-q </math>, where ''a'' is the first term of the series. | An infinite geometric series (i.e., a series with an infinite number of terms) converges if and only if |''q''|<1, in which case its sum is <math> a \over 1-q </math>, where ''a'' is the first term of the series. | ||
In finance, since compound [[interest rate|interest]] generates a geometric sequence, | |||
regular payments together with compound interest lead to a geometric series. | |||
'''Remark''' <br> | |||
Since every finite geometric sequence is the initial segment of a uniquely determined infinite geometric sequence every finite geometric series is the initial segment of a corresponding infinite geometric series. Therefore, while in elementary mathematics the difference between "finite" and "infinite" may be stressed, in more advanced mathematical texts "geometrical series" usually refers to the infinite series. | |||
== Examples == | == Examples == | ||
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|- | |- | ||
| The series | | The series | ||
: <math> 6 + 2 + \frac 2 3 + \frac 2 9 + \frac 2 {27} + \cdots </math> | : <math> 6 + 2 + \frac 2 3 + \frac 2 9 + \frac 2 {27} + \cdots + \frac 6 {3^{n-1}} + \cdots </math> | ||
and corresponding sequence of partial sums | and corresponding sequence of partial sums | ||
: <math> 6 , 8 , \frac {26} 3 , \frac {80} 9 , \frac {242} {27} , \ | : <math> 6 , 8 , \frac {26} 3 , \frac {80} 9 , \frac {242} {27} , \dots , | ||
6 \cdot { 1 - \left( \frac 13 \right)^n \over 1- \frac 13 } , \dots </math> | |||
is a geometric series with quotient | is a geometric series with quotient | ||
: <math> q = \frac 1 3 </math> | : <math> q = \frac 1 3 </math> | ||
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| | | | ||
| The series | | The series | ||
: <math> 6 - 2 + \frac 2 3 - \frac 2 9 + \frac 2 {27} -+ \cdots </math> | : <math> 6 - 2 + \frac 2 3 - \frac 2 9 + \frac 2 {27} -+ \cdots (-1)^{n-1}\frac 6 {3^{n-1}} \cdots </math> | ||
and corresponding sequence of partial sums | and corresponding sequence of partial sums | ||
: <math> 6 , 4 , \frac {14} 3 , \frac {40} 9 , \frac {122} {27} , \ | : <math> 6 , 4 , \frac {14} 3 , \frac {40} 9 , \frac {122} {27} , \dots , | ||
6 \cdot { 1 - \left( - \frac 13 \right)^n \over 1- \frac 13 } , \dots </math> | |||
is a geometric series with quotient | is a geometric series with quotient | ||
: <math> q = - \frac 1 3 </math> | : <math> q = - \frac 1 3 </math> | ||
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|} | |} | ||
The partial sum ''S''<sub>5</sub> | The sum of the first 5 terms — the partial sum ''S''<sub>5</sub> (see the formula derived below) — | ||
is for ''q'' = 1/3 | |||
:<math> | |||
S_5 = 6 + 2 + \frac 2 3 + \frac 2 9 + \frac 2 {27} | |||
= 6 \left[ 1+\frac{1}{3} + \Big(\frac{1}{3}\Big)^2 + \Big(\frac{1}{3}\Big)^3 + \Big(\frac{1}{3}\Big)^4 \right] | |||
= 6 \left[ \frac{1-(\frac{1}{3})^5 }{ 1-\frac{1}{3} } \right] | |||
= \frac{242}{27} | |||
</math> | |||
and for ''q'' = −1/3 | |||
:<math> | :<math> | ||
S_5 | S_5 = 6 - 2 + \frac 2 3 - \frac 2 9 + \frac 2 {27} | ||
= 6 \left[ 1-\frac{1}{3} + \Big(\frac{1}{3}\Big)^2 - \Big(\frac{1}{3}\Big)^3 + \Big(\frac{1}{3}\Big)^4 \right] | |||
= \frac{ | = 6 \left[ \frac{ 1+(\frac{1}{3})^5 }{ 1+\frac{1}{3} } \right] | ||
= \frac{122}{27} | |||
</math> | </math> | ||
== | == Application in finance == | ||
When regular payments are combined with compound interest this generates a geometric series: | |||
=== Regular deposits === | |||
If, for ''n'' time periods, a sum ''P'' is deposited at an interest rate of ''p'' percent, | |||
then — after the ''n''-th period — | |||
the first payment has increased to | |||
<math> P_n = P \left( 1 + {p\over100} \right)^n </math> | |||
the second to | |||
<math> P_{n-1} = P \left( 1 + {p\over100} \right)^{n-1} </math> | |||
etc., and the last one to | |||
<math> P_1 = P \left( 1 + {p\over100} \right) </math> | |||
Thus the cumulated sum | |||
: <math> P_1+P_2+\cdots P_n = Pq + Pq^2 + \cdots + Pq^n \qquad | |||
\text {where } q = 1 + {p\over100} | |||
</math> | |||
is the ''n''-th partial sum of a geometric series. | |||
=== Regular down payments === | |||
If a loan ''L'' is to be payed off by ''n'' regular payments ''P'', | |||
the total payment ''nP'' has to cover both the loan ''L'' and the accumulated interest ''I''. | |||
The interest for the payment at the end of the first time period is | |||
<math> I_1 = P \left( {p\over100} \right) </math>, | |||
for the payment after two time periods it is | |||
<math> I_2 = P \left( {p\over100} \right)^2 </math>, | |||
etc., and for the last payment after ''n'' time periods the interest is | |||
<math> I_n = P \left( {p\over100} \right)^n </math>. | |||
Thus the accumulated interest | |||
: <math> nP-L = I_1 +I_2 + \cdots + I_n = Pq + Pq^2 + \cdots + Pq^n \qquad | |||
\text {where } q = 1 + {p\over100} | |||
</math> | |||
is the ''n''-th partial sum of a geometric series. | |||
(From this equation, ''P'' can easily be calculated.) | |||
== Mathematical treatment == | |||
By definition, a geometric series | By definition, a geometric series | ||
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</math> | </math> | ||
The partial sums of the | === Partial sums === | ||
The partial sums of the series Σ''q''<sup>''k''</sup> are | |||
: <math> | : <math> | ||
\sum_{k=0}^{n-1} q^k = 1 + q + q^2 + \cdots + q^{n-1} | |||
= \begin{cases} | = \begin{cases} | ||
{\displaystyle \frac{1-q^n}{1-q}} &\hbox{for } q\ne 1 \\ | {\displaystyle \frac{1-q^n}{1-q}} &\hbox{for } q\ne 1 \\ | ||
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because | because | ||
: <math> (1-q)(1 + q + q^2 + \cdots + q^{n-1}) = 1-q^n </math> | : <math> (1-q)(1 + q + q^2 + \cdots + q^{n-1}) = 1-q^n </math> | ||
Thus | |||
: <math> S_n = \sum_{k=1}^n a_k = a\frac{1-q^n}{1-q} \text{ for } q \ne 1 \text{ and } S_n = an \text{ for } q=1 </math> | |||
=== Limit === | |||
Since | Since | ||
: <math> \lim_{n\to\infty} {1-q^n \over 1-q } = {1-\lim_{n\to\infty}q^n \over 1-q } \quad (q\ne1)</math> | : <math> \lim_{n\to\infty} {1-q^n \over 1-q } = {1-\lim_{n\to\infty}q^n \over 1-q } \quad (q\ne1)</math> | ||
it is | it is | ||
: <math> \lim_{n\to\infty} S_n = {1 \over1-q } \quad \Longleftrightarrow \quad |q|<1 </math> | : <math> \lim_{n\to\infty} S_n = {1 \over1-q } \quad \Longleftrightarrow \quad |q|<1 </math> | ||
and the geometric series converges (more precisely: converges absolutely) for |'' | |||
: <math> \sum_{k=1}^\infty | Thus the ''sum'' or ''limit'' of the series is | ||
and diverges for |'' | : <math> \sum_{k=1}^\infty a_k = { a \over 1-q } \ \text{ for }\ |q|<1 </math> | ||
== Geometric power series == | |||
For each ''q'', the geometric series is a series of numbers, but | |||
since — apart from the constant factor ''a'' — they all have the same form Σ''q''<sup>''k''</sup>, | |||
it is convenient to replace the quotient ''q'' by a variable ''x'' and consider the (real or complex) geometric [[power series]] | |||
(a series of functions): | |||
:: <math> \sum_{k=1}^\infty x^k \ \text{ for }\ x \in \mathbb R \ \text{ or }\ \mathbb C </math> | |||
The [[convergence radius]] of this power series is 1. It | |||
* converges (more precisely: converges [[absolute convergent|absolutely]]) for |''x''|<1 with the sum | |||
:: <math> \sum_{k=1}^\infty x^k = { 1 \over 1-x }</math> | |||
* and diverges for |''x''| ≥ 1. | |||
:* For real ''x'': | |||
:: For ''x'' ≥ 1 the limit is +∞. | |||
:: For ''x'' = −1 the series alternates between 1 and 0. | |||
:: For ''x'' < −1 the sign of partial sums alternates, the limit of their absolute values is ∞, but no infinite limit exists. | |||
:* For complex ''x'': | |||
:: For |''x''| = 1 and ''x'' ≠ 1 (i.e., ''x'' = −1 or non-real complex) the partial sums ''S''<sub>n</sub> are bounded but not convergent. | |||
:: For |''x''| > 1 and ''x'' non-real complex the partial sums oscillate, the limit of their absolute values is ∞, but no infinite limit exists. | |||
== A notation: ''q''-analogues == | |||
In [[combinatorics]], the partial sums of the geometric series are essential for | |||
the definition of [[q-analog|''q''-analogs]], and the following shorthand notation | |||
: <math> [n]_q = 1 + q + q^2 + q^3 + \cdots + q^{n-1} </math> | |||
is used for the ''q''-analogue of a natural number ''n''.[[Category:Suggestion Bot Tag]] |
Latest revision as of 06:00, 21 August 2024
A geometric series is a series associated with a geometric sequence, i.e., the ratio (or quotient) q of two consecutive terms is the same for each pair.
Thus, every geometric series has the form
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle a + aq + aq^2 + aq^3 + \cdots }
where the quotient (ratio) of the (n+1)th and the nth term is
The sum of the first n terms of a geometric sequence is called the n-th partial sum (of the series); its formula is given below (Sn).
An infinite geometric series (i.e., a series with an infinite number of terms) converges if and only if |q|<1, in which case its sum is , where a is the first term of the series.
In finance, since compound interest generates a geometric sequence, regular payments together with compound interest lead to a geometric series.
Remark
Since every finite geometric sequence is the initial segment of a uniquely determined infinite geometric sequence every finite geometric series is the initial segment of a corresponding infinite geometric series. Therefore, while in elementary mathematics the difference between "finite" and "infinite" may be stressed, in more advanced mathematical texts "geometrical series" usually refers to the infinite series.
Examples
Positive ratio | Negative ratio | |
---|---|---|
The series
and corresponding sequence of partial sums is a geometric series with quotient and first term and therefore its sum is |
The series
and corresponding sequence of partial sums is a geometric series with quotient and first term and therefore its sum is |
The sum of the first 5 terms — the partial sum S5 (see the formula derived below) — is for q = 1/3
and for q = −1/3
Application in finance
When regular payments are combined with compound interest this generates a geometric series:
Regular deposits
If, for n time periods, a sum P is deposited at an interest rate of p percent, then — after the n-th period —
the first payment has increased to
the second to
etc., and the last one to Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle P_1 = P \left( 1 + {p\over100} \right) }
Thus the cumulated sum
is the n-th partial sum of a geometric series.
Regular down payments
If a loan L is to be payed off by n regular payments P, the total payment nP has to cover both the loan L and the accumulated interest I.
The interest for the payment at the end of the first time period is Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle I_1 = P \left( {p\over100} \right) } ,
for the payment after two time periods it is Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle I_2 = P \left( {p\over100} \right)^2 } ,
etc., and for the last payment after n time periods the interest is Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle I_n = P \left( {p\over100} \right)^n } .
Thus the accumulated interest
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle nP-L = I_1 +I_2 + \cdots + I_n = Pq + Pq^2 + \cdots + Pq^n \qquad \text {where } q = 1 + {p\over100} }
is the n-th partial sum of a geometric series. (From this equation, P can easily be calculated.)
Mathematical treatment
By definition, a geometric series
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sum_{k=1}^\infty a_k \qquad ( a_k \in \mathbb C ) }
can be written as
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle a \sum_{k=0}^\infty q^k }
where
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle a = a_1 \qquad \textrm{and} \qquad q = { a_{k+1} \over a_k } \in \mathbb C \hbox{ is the constant quotient} }
Partial sums
The partial sums of the series Σqk are
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sum_{k=0}^{n-1} q^k = 1 + q + q^2 + \cdots + q^{n-1} = \begin{cases} {\displaystyle \frac{1-q^n}{1-q}} &\hbox{for } q\ne 1 \\ n \cdot 1 &\hbox{for } q = 1 \end{cases} }
because
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle (1-q)(1 + q + q^2 + \cdots + q^{n-1}) = 1-q^n }
Thus
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle S_n = \sum_{k=1}^n a_k = a\frac{1-q^n}{1-q} \text{ for } q \ne 1 \text{ and } S_n = an \text{ for } q=1 }
Limit
Since
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \lim_{n\to\infty} {1-q^n \over 1-q } = {1-\lim_{n\to\infty}q^n \over 1-q } \quad (q\ne1)}
it is
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \lim_{n\to\infty} S_n = {1 \over1-q } \quad \Longleftrightarrow \quad |q|<1 }
Thus the sum or limit of the series is
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sum_{k=1}^\infty a_k = { a \over 1-q } \ \text{ for }\ |q|<1 }
Geometric power series
For each q, the geometric series is a series of numbers, but since — apart from the constant factor a — they all have the same form Σqk, it is convenient to replace the quotient q by a variable x and consider the (real or complex) geometric power series (a series of functions):
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sum_{k=1}^\infty x^k \ \text{ for }\ x \in \mathbb R \ \text{ or }\ \mathbb C }
The convergence radius of this power series is 1. It
- converges (more precisely: converges absolutely) for |x|<1 with the sum
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sum_{k=1}^\infty x^k = { 1 \over 1-x }}
- and diverges for |x| ≥ 1.
- For real x:
- For x ≥ 1 the limit is +∞.
- For x = −1 the series alternates between 1 and 0.
- For x < −1 the sign of partial sums alternates, the limit of their absolute values is ∞, but no infinite limit exists.
- For complex x:
- For |x| = 1 and x ≠ 1 (i.e., x = −1 or non-real complex) the partial sums Sn are bounded but not convergent.
- For |x| > 1 and x non-real complex the partial sums oscillate, the limit of their absolute values is ∞, but no infinite limit exists.
A notation: q-analogues
In combinatorics, the partial sums of the geometric series are essential for the definition of q-analogs, and the following shorthand notation
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle [n]_q = 1 + q + q^2 + q^3 + \cdots + q^{n-1} }
is used for the q-analogue of a natural number n.