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Uniform Convergence of Power Series

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Weierstrass M-TestInterchange of Limit and Derivative+1 more→→Uniform Convergence
power-series uniform-convergence analytic

Core Idea

A power series ∑aₙ(x - c)ⁿ converges uniformly on any closed interval inside its interval of convergence. This justifies term-by-term differentiation and integration of power series, making them the foundation of analytic functions. The uniform convergence follows from the Weierstrass M-Test applied to majorizing geometric series.

Explainer

A power series ∑aₙ(x − c)ⁿ looks like an infinite polynomial, and you want to treat it like one: differentiate term by term, integrate term by term, substitute x into the series and get a meaningful value. But an infinite sum of functions is a limit — a limit of partial sums Sₙ(x) = ∑ₖ₌₀ⁿ aₖ(x−c)ᵏ — and you know that limits and operations like differentiation don't automatically commute. The question is: when can you treat a power series exactly like a polynomial for purposes of integration and differentiation?

The answer comes from the Weierstrass M-Test, which you already know. On any closed interval [c−r, c+r] strictly inside the interval of convergence, you can bound each term: |aₙ(x−c)ⁿ| ≤ |aₙ|rⁿ for all x in the interval. Call Mₙ = |aₙ|rⁿ. Since r is strictly less than the radius of convergence, the series ∑Mₙ = ∑|aₙ|rⁿ converges — it is dominated by a convergent geometric-like series. The Weierstrass M-Test then guarantees that ∑aₙ(x−c)ⁿ converges uniformly on [c−r, c+r]. The key word is "closed interval strictly inside" — uniformity can fail at the boundary, which is why you must stay strictly interior.

Once you have uniform convergence on compact subintervals, all the interchange theorems apply. You can integrate term by term: ∫∑aₙ(x−c)ⁿ dx = ∑∫aₙ(x−c)ⁿ dx = ∑aₙ(x−c)ⁿ⁺¹/(n+1). You can differentiate term by term: d/dx ∑aₙ(x−c)ⁿ = ∑naₙ(x−c)ⁿ⁻¹. Both operations produce a new power series with the same radius of convergence. This means that on the interior of its disk of convergence, a power series can be differentiated infinitely many times, and each derivative is again a power series. Functions representable by power series are called analytic functions — the most well-behaved class in analysis.

This result is the gateway to understanding functions like sin(x), cos(x), and eˣ as infinite polynomials that you can manipulate term by term. When you learned that sin(x) = x − x³/6 + x⁵/120 − ···, you were implicitly using this theorem: the series converges uniformly on any bounded interval, so you can integrate it to get the series for −cos(x), differentiate it to get the series for cos(x), and multiply two such series to get new identities. Every formula involving Taylor series manipulation rests on this foundation.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Number Bonds to 10 → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts (0s, 1s, 2s, 5s, 10s) → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Angle Pairs: Complementary, Supplementary, and Vertical → Parallel Lines and Transversals → Corresponding Angles → Alternate Interior Angles → Triangle Angle Sum Theorem → Exterior Angle Theorem → Triangle Inequality Theorem → Similar Triangles: AA Similarity → Similar Triangles: SSS and SAS Similarity → Proportions in Similar Triangles → Right Triangle Trigonometry Introduction → Sine, Cosine, and Tangent Ratios → Trigonometric Ratios Review → Radian Measure → Converting Between Degrees and Radians → The Unit Circle → Graphing Sine and Cosine → Graphing Tangent and Reciprocal Trigonometric Functions → Derivatives of Trigonometric Functions → Antiderivatives → Indefinite Integrals → Basic Integration Rules → Riemann Sums → Definite Integral Definition → Fundamental Theorem of Calculus Part 1 → Fundamental Theorem of Calculus Part 2 → U-Substitution → Partial Fraction Decomposition for Integration → Improper Integrals - Convergence → Integral Test → P-Series → Comparison Test → Limit Comparison Test → Series Convergence Test Strategy → Power Series → Uniform Convergence of Power Series

Longest path: 97 steps · 457 total prerequisite topics

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