Power series, formal power series and asymptotic series

Click For Summary
SUMMARY

The discussion clarifies the distinctions between power series, formal power series, and asymptotic series. Power series involve a variable x as a real or complex number, while formal power series treat x as a symbol without convergence considerations. Asymptotic series provide approximations to functions even when the full series does not converge, defined by specific limits. The conversation emphasizes that Taylor series are a specific type of power series, and different techniques are required to derive each type for a given function.

PREREQUISITES
  • Understanding of Taylor series and their derivatives
  • Familiarity with limits and convergence in series
  • Basic knowledge of real and complex numbers
  • Concept of asymptotic behavior in mathematical functions
NEXT STEPS
  • Study the properties and applications of formal power series
  • Learn about convergence criteria for power series
  • Explore techniques for deriving asymptotic expansions
  • Investigate the relationship between Taylor series and power series
USEFUL FOR

Mathematicians, students in advanced calculus or analysis, and anyone interested in series approximations and their applications in mathematical modeling.

Avichal
Messages
294
Reaction score
0
What's the difference between these three?
I only know Taylor series and its variants which I suppose is called power series (but I'm not sure). In that you just approximate around a single point using derivatives.

But what are formal powers series and asymptotic expansion?
I did see Wikipedia but all seem to be similar, I don't find anything very different among these three.
 
Physics news on Phys.org
Avichal said:
What's the difference between these three?
I only know Taylor series and its variants which I suppose is called power series (but I'm not sure). In that you just approximate around a single point using derivatives.

But what are formal powers series and asymptotic expansion?
I did see Wikipedia but all seem to be similar, I don't find anything very different among these three.

Formal power series are expressions of the form
<br /> \sum_{n = 0}^\infty a_n x^n<br />
where the a_n are real (or complex) and x is just a symbol and does not denote a real or complex number. The ring of formal power series under obvious operations of addition and multiplication using the rule x^nx^m = x^{n + m} is isomorphic to the ring of real (or complex) sequences under appropriate definitions of addition and multiplication; if a : \mathbb{N} \to \mathbb{R} and b : \mathbb{N} \to \mathbb{R} are sequences then
<br /> (a + b)_n = a_n + b_n, \\<br /> (a \times b)_n = \sum_{k=0}^n a_k b_{n-k}.<br />

"Power series" are what you get if you take one of the above and decide that x is actually a real (or complex) number, rather than a symbol. Then you have problem of determining whether you can actually do the sum, and we define
<br /> \sum_{n = 0}^{\infty} a_n x^n = \lim_{N \to \infty} \sum_{n = 0}^N a_n x^n<br />
for all x \in \mathbb{R} such that the limit exists. Taylor series are a special case of power series.

Asymptotic series are entirely different, and we say that \sum_{n=0}^N a_n x^n is asymptotic to f(x) (written \sum_{n=0}^N a_n x^n \sim f(x)) as x \to 0 if and only if for all M \leq N,
<br /> \lim_{x \to 0} \frac{\sum_{n=0}^M a_n x^n - f(x)}{x^M} = 0<br />

The idea is that a truncated series \sum_{n=0}^N a_n x^n can provide a useful approximation to f even when the full series \sum_{n=0}^\infty a_n x^n does not converge.
 
So when I write ex = 1 + 1/x + 1/x2 + 1/x3 + ...
which type of series is this?
It is also a formal power series as x is just a symbol.

One more question: If I try to find all these for a function, does it require different techniques?
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 17 ·
Replies
17
Views
4K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K