Definition and Basic Concepts
Power Series Form
General form: sum from n=0 to infinity of an(x - c)n. Variable: x. Center: c. Coefficients: an real or complex numbers.
Infinite Polynomial
Infinite sum resembling polynomial but with infinite terms. Terms are powers of (x - c) scaled by coefficients.
Domain Concept
Defined where series converges. Convergence determines domain of validity.
Examples of Power Series
Geometric series: sum of xn. Exponential series: sum of xn/n!. Sine and cosine expansions as power series.
Convergence of Power Series
Pointwise Convergence
Series converges at point x if partial sums approach finite limit as n → ∞.
Uniform Convergence
Convergence on interval where partial sums uniformly approximate function within error tolerance.
Absolute Convergence
Sum of absolute values converges. Implies convergence of original series.
Conditional Convergence
Series converges but does not converge absolutely. Rare in power series context.
Radius and Interval of Convergence
Radius of Convergence
Distance from center c within which series converges. Determined by limit superior or root/ratio tests.
Calculation Methods
Ratio test: R = 1 / limsup |an+1/an|. Root test: R = 1 / limsup |an|1/n.
Interval of Convergence
Real interval (c - R, c + R) where series converges. May include or exclude endpoints depending on tests.
Behavior at Endpoints
Convergence must be checked separately at x = c ± R. Can be convergent or divergent.
| Test | Formula | Radius R |
|---|---|---|
| Ratio Test | R = 1 / limsupn→∞ |an+1/an| | Finite or ∞ |
| Root Test | R = 1 / limsupn→∞ |an|1/n | Finite or ∞ |
Coefficients and Function Representation
Role of Coefficients
Each an scales nth power term. Determines shape and behavior of represented function.
Uniqueness
Coefficients uniquely define analytic function within radius of convergence.
Recovering Coefficients
From function f(x), coefficients via derivatives at center c: an = f(n)(c)/n!.
Formal Power Series vs. Analytic Functions
Formal series: algebraic objects ignoring convergence. Analytic functions: series with positive radius converging to function.
an = \frac{f^{(n)}(c)}{n!}Operations on Power Series
Addition and Subtraction
Termwise addition/subtraction: sum of series coefficients an ± bn. Radius at least minimum of both.
Multiplication
Cauchy product: coefficients cn = sum from k=0 to n of akbn-k. Radius ≥ minimum radii.
Differentiation
Termwise differentiation valid within radius. New series sum n an(x - c)n-1. Same radius.
Integration
Termwise integration valid within radius. New series sum an(x - c)n+1/(n+1). Same radius.
Given: f(x) = Σ aₙ(x - c)ⁿDerivative: f'(x) = Σ n aₙ (x - c)ⁿ⁻¹Integral: ∫f(x)dx = C + Σ aₙ (x - c)ⁿ⁺¹ / (n + 1) Taylor and Maclaurin Series
Taylor Series Definition
Expansion of function f(x) about point c into power series using derivatives at c.
Maclaurin Series
Special case of Taylor series about c = 0.
Formula
f(x) = sum n=0 to ∞ [f(n)(c)/n!] (x - c)n.
Convergence Conditions
Function must be infinitely differentiable at c. Convergence radius depends on function behavior.
| Series Type | Center c | Formula |
|---|---|---|
| Taylor | Arbitrary c | Σ f⁽ⁿ⁾(c)/n! (x - c)ⁿ |
| Maclaurin | c = 0 | Σ f⁽ⁿ⁾(0)/n! xⁿ |
f(x) = Σ (f⁽ⁿ⁾(c) / n!) (x - c)ⁿ, n=0 to ∞Analytic Functions and Power Series
Definition of Analyticity
Function is analytic at c if equals its power series expansion in neighborhood of c.
Relationship to Differentiability
Analytic implies infinitely differentiable. Converse not always true.
Examples of Analytic Functions
Exponential, sine, cosine, rational functions with no singularities at c.
Non-analytic but Infinitely Differentiable
Functions like e-1/x² at 0 are smooth but not analytic there.
Examples of Power Series
Geometric Series
Sum of xⁿ, n=0 to ∞, converges for |x| < 1. Sum = 1/(1-x).
Exponential Function
eˣ = sum of xⁿ/n!, converges ∀ x ∈ ℝ.
Sine and Cosine Series
sin x = sum (-1)ⁿ x^(2n+1)/(2n+1)!. cos x = sum (-1)ⁿ x^(2n)/(2n)!.
Logarithmic Series
ln(1+x) = sum (-1)ⁿ⁺¹ xⁿ/n, for -1 < x ≤ 1.
Geometric: Σ xⁿ = 1/(1 - x), |x| < 1Exponential: Σ xⁿ/n! = eˣ, ∀ xSine: Σ (-1)ⁿ x^(2n+1)/(2n+1)!Cosine: Σ (-1)ⁿ x^(2n)/(2n)!Logarithm: Σ (-1)ⁿ⁺¹ xⁿ / n, -1 < x ≤ 1 Applications in Calculus
Function Approximation
Use partial sums to approximate functions near center with known error bounds.
Solving Differential Equations
Power series methods solve ODEs when closed forms unavailable.
Evaluating Limits and Integrals
Series expansions facilitate limit evaluation and integral approximation.
Numerical Analysis
Basis for numerical methods, including spectral methods and series truncations.
Common Tests for Convergence
Ratio Test
Evaluate limit of |an+1/an|. If <1, series converges absolutely.
Root Test
Evaluate limit of |an|1/n. Same criteria as ratio test.
Comparison Test
Compare with known convergent/divergent series for boundary points.
Endpoint Testing
Check convergence at interval boundaries individually.
Limitations and Pitfalls
Radius of Convergence Limits
Series represents function only within radius; outside, may diverge or misrepresent.
Non-analytic Functions
Functions not analytic cannot be represented by power series.
Endpoint Ambiguity
Convergence at endpoints requires careful separate analysis.
Computational Issues
Truncation errors and slow convergence for some functions.
Summary and Key Points
Power Series Definition
Infinite sum of coefficients times powers of (x - c).
Convergence Domain
Determined by radius and interval of convergence.
Taylor and Maclaurin Series
Express analytic functions as power series via derivatives.
Operations Validity
Addition, multiplication, differentiation, integration valid within radius.
Applications
Approximation, solving equations, numerical methods.
References
- Rudin, W. "Principles of Mathematical Analysis." McGraw-Hill, 3rd ed., 1976, pp. 150-170.
- Apostol, T. M. "Mathematical Analysis." Addison-Wesley, 2nd ed., 1974, pp. 300-320.
- Stein, E. M., and Shakarchi, R. "Real Analysis: Measure Theory, Integration, and Hilbert Spaces." Princeton University Press, 2005, pp. 200-225.
- Bronshtein, I. N., Semendyayev, K. A. "Handbook of Mathematics." Springer-Verlag, 5th ed., 2007, pp. 100-110.
- Pugh, C. C. "Real Mathematical Analysis." Springer, 2nd ed., 2015, pp. 215-235.