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Understanding Convergence and Divergence in Series
Nov 18, 2024
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Convergence and Divergence of Series
Introduction
Review of different tests to determine if a series converges or diverges.
Key tests discussed include: Divergence Test, Geometric Series, P-Series Test, Telescoping Series, Integral Test, Ratio Test, Root Test, Direct Comparison Test, Limit Comparison Test, Alternating Series Test.
Divergence Test
Take limit as ( n \to \infty ) of sequence ( a_n ).
If limit ( \neq 0 ), series diverges.
If limit = 0, series may converge or diverge; further testing needed.
Geometric Series
Identify form: constant ( a ), common ratio ( r ) raised to ( n ) or ( n-1 ).
( |r| < 1 ): series converges.
( |r| \geq 1 ): series diverges.
P-Series Test
Form: ( 1/n^p ).
( p > 1 ): series converges.
( p \leq 1 ): series diverges.
Telescoping Series
Write terms such that middle terms cancel.
Evaluate partial sum formula as ( n \to \infty ).
Finite value ( L ): series converges; otherwise, diverges.
Integral Test
( f(x) ): positive, continuous, decreasing function.
Take integral from 1 to ( \infty ) of ( f(x) , dx ).
Finite value: series converges; ( \pm \infty ) or undefined: diverges.
Ratio Test
Limit as ( n \to \infty ) of ( |a_{n+1}/a_n| ).
Result < 1: converges; > 1 or ( +\infty ): diverges.
Limit = 1: inconclusive.
Root Test
Limit as ( n \to \infty ) of ( n )-th root of ( |a_n| ).
Value < 1: converges; > 1 or infinity: diverges.
Value = 1: inconclusive.
Direct Comparison Test
Two sequences ( a_n ) and ( b_n ).
If big series converges, small series converges.
If small series diverges, big series diverges.
Limit Comparison Test
Limit as ( n \to \infty ) of ( a_n/b_n ).
Equal to finite positive number ( L ): both series converge or diverge.
Alternating Series Test
Form: ( (-1)^n \times a_n ).
Conditions: Limit ( n \to \infty ) of ( a_n = 0 ); sequence is decreasing.
Absolute Convergence: if ( |\text{series}| ) converges, original series converges.
Conditional Convergence: original series converges, but ( |\text{series}| ) diverges.
Examples and Applications
Used discussed tests to solve specific problems involving series:
Divergence Test application using L'Hopital's Rule.
Geometric Series convergence testing and sum calculation.
Alternating Series condition check.
Direct and Limit Comparison Tests for convergence of particular series.
Integral Test verification with improper integrals.
Root and Ratio Tests for convergence analysis.
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