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Understanding Convergence in Series

Oct 21, 2024

Section 9.6: Dealing with Negative Terms in Series

Overview

  • Previous conditions for tests:
    • Integral Test: positive, continuous, decreasing.
    • Comparison and Limit Comparison Tests: positive terms.
  • Problem: How to handle negative terms?
    • Alternating Series Test for alternating positive and negative terms.
    • What if the series does not alternate?

Absolute Convergence

  • Definition: Take the absolute value of each term in the series.
  • Transform series: |a₁| + |a₂| + ...
  • If this series converges, the original series is absolutely convergent.

Example

  • Series: (-1)ⁿ⁻¹ / n² (Alternating)
    • Alternating series test shows convergence.
    • Absolute value series: 1/n² (a p-series with p=2 > 1), converges.
    • Hence, original series is absolutely convergent.

Conditional Convergence

  • Series can converge but not absolutely.
  • Example: Alternating Harmonic Series
    • Converges by alternating series test.
    • Absolute value series: Harmonic Series 1/n, diverges.
    • Series is conditionally convergent (convergent but not absolutely).

Absolute Convergence - Significance

  • Stronger than regular convergence.
  • If absolute convergence is shown, the series definitely converges.

Classifications

  1. Divergent
  2. Conditionally Convergent
  3. Absolutely Convergent

Series Tests Recap

Divergence Test

  • If lim (aₙ) != 0, series diverges.

Geometric Series

  • Form: arⁿ
    • Converges if |r| < 1.
    • Diverges if |r| >= 1.
  • Sum: S = a / (1 - r)

Telescoping Series

  • Use partial fractions to simplify and find limit of partial sums.

P-Series

  • Form: 1/nᵖ
    • Converges if p > 1.
    • Diverges if p <= 1.

Integral Test

  • Applicable for positive, continuous, decreasing function f(x).
  • ∫ from 1 to ∞ convergence implies series convergence.

Comparison and Limit Comparison Tests

  • Compare with known convergent/divergent series.

Alternating Series Test

  • Conditions:
    1. lim (bₙ) = 0
    2. bₙ is decreasing.
  • If both hold, series converges.

Ratio Test

  • Use for factorials and powers of n.
  • Form: lim |(aₙ₊₁/aₙ)|
    • If < 1, absolutely convergent.
    • If > 1, divergent.
    • If = 1, inconclusive.

Root Test

  • Use for nth powers.
  • Form: lim ⁿ√|aₙ|
    • If < 1, absolutely convergent.
    • If > 1, divergent.
    • If = 1, inconclusive.

Practical Applications

  • Determine appropriate test based on series characteristics.
  • Start with divergence test, then check for type.
  • Apply comparison for single-term series.
  • Use alternating series test for alternating sequences.
  • Root or ratio test for sequences with powers or factorials.

Strategy

  • Use simpler tests (e.g., divergence, alternating) first.
  • For complex structures, try ratio/root tests.
  • Absolute value transformations help apply more tests.