Undergraduate → Real Analysis ↓
Sequences and Series
At the core of real analysis lie the concepts of sequences and series. These concepts form the basis for the fascinating world of mathematical analysis that students encounter in undergraduate mathematics. Sequences and series are fundamental building blocks used to understand limits, continuity, and the behavior of functions.
Understanding sequences
A sequence is essentially an ordered list of numbers. Generally, a sequence is represented as ( (a_n) ), where ( n ) represents the position in the sequence, and ( a_n ) is the value or term at that position. Mathematically, you can think of a sequence as a function f: mathbb{N} to mathbb{R}
, where (mathbb{N}) is the set of natural numbers, and (mathbb{R}) is the set of real numbers.
For example, consider the sequence defined by ( a_n = frac{1}{n} ). Here, the first few terms of the sequence ( a_n ) will be:
a_1 = 1 a_2 = 0.5 a_3 = 0.333ldots a_4 = 0.25
The sequence can also be represented as a set of points on the number line. Consider plotting each term sequentially; the behavior of the sequence becomes clear. For the above sequence:
Limits of sequences
One of the important aspects of sequences in analysis is the notion of limit. Intuitively, the limit of a sequence is the value that the terms of the sequence approach when ( n ) becomes very large. Formally, a sequence ( (a_n) ) has a limit ( L ), which is written as:
lim_{n to infty} a_n = L
This means that for any small positive number (epsilon), no matter how small, there exists some natural number ( N ) such that the distance between ( a_n ) and ( L ) is less than (epsilon) for all ( n geq N ).
Let's consider our sequence ( a_n = frac{1}{n} ) again. As ( n ) increases, the terms of the sequence get closer and closer to 0. Thus, we can say:
lim_{n to infty} frac{1}{n} = 0
Example of a convergent sequence
Consider the sequence ( b_n = frac{1}{2^n} ). The first few terms of this sequence are:
b_1 = 0.5 b_2 = 0.25 b_3 = 0.125 b_4 = 0.0625
Note that as ( n ) increases, ( b_n ) becomes increasingly small, approaching zero. So:
lim_{n to infty} frac{1}{2^n} = 0
Example of a diverging sequence
Consider the sequence ( c_n = n ). The terms are:
c_1 = 1 c_2 = 2 c_3 = 3 c_4 = 4
Clearly, this sequence does not approach any real number as ( n to infty ). Therefore, it is a divergent sequence.
Series
A series can be viewed as the sum of the terms of a sequence. Given a sequence ( (a_n) ), a series is usually expressed as:
s_n = a_1 + a_2 + a_3 + ldots + a_n
To determine the convergence of a series the limit of partial sums ( (S_n) ) is taken:
sum_{n=1}^{infty} a_n = lim_{n to infty} S_n
Geometric series
Geometric series is a common type of series. The geometric series are as follows:
sum_{n=0}^{infty} ar^n = a + ar + ar^2 + ar^3 + ldots
If the absolute value of the common ratio ( |r| < 1 ), the series converges:
frac{a}{1-r}
For example, consider the series with ( a = 1 ) and ( r = frac{1}{2} ):
sum_{n=0}^{infty} left(frac{1}{2}right)^n = 1 + 0.5 + 0.25 + 0.125 + ldots
Its convergence is as follows:
frac{1}{1-0.5} = 2
Harmonic series
Another important series is the harmonic series:
sum_{n=1}^{infty} frac{1}{n} = 1 + frac{1}{2} + frac{1}{3} + frac{1}{4} + ldots
Despite the terms becoming smaller, this series diverges, that is, it does not sum to any finite limit as ( n ) goes to infinity.
Testing for convergence
Mathematicians have developed many methods for testing whether a series converges or diverges. The two most commonly used tests are the comparison test and the ratio test.
Comparison test
In comparison test a series is compared with a known benchmark series to determine convergence. Let ( sum a_n ) and ( sum b_n ) be series with positive terms.
- If ( 0 leq a_n leq b_n ) and ( sum b_n ) converges for all ( n ), then ( sum a_n ) also converges.
- If ( 0 leq b_n leq a_n ) for all ( n ), and ( sum b_n ) diverges, then ( sum a_n ) also diverges.
Ratio test
The ratio test uses the ratio between terms to determine convergence. For a series ( sum a_n ), calculate:
L = lim_{n to infty} left| frac{a_{n+1}}{a_n} right|
- If ( L < 1 ), then the series converges.
- If ( L > 1 ) or ( L = infty ), then the series diverges.
- If ( L = 1 ), then the test is inconclusive.
Conclusion
Sequences and series form the basis of real analysis, providing important information about the behavior of functions and their limits. Understanding these concepts is essential for exploring calculus and beyond. Whether looking at convergence or divergence, these mathematical ideas guide us through the nuances of infinite processes and provide a strong foundation for the study of real numbers.