mac2233 (6) - calculus for management unit 11 study guides

Key Concepts

• Sequences are ordered lists of numbers that follow a specific pattern or rule
• Series are the sum of the terms in a sequence
• Convergence occurs when the terms of a sequence approach a specific finite value as the number of terms approaches infinity
• Divergence happens when the terms of a sequence do not approach a specific finite value as the number of terms approaches infinity
• Geometric series have a constant ratio between successive terms and can be used to model exponential growth or decay (compound interest)
• Partial sums are the sums of a specified number of terms in a series and can help determine convergence or divergence
• Limit comparison test compares a series with a known convergent or divergent series to determine its behavior

Types of Sequences

• Arithmetic sequences have a constant difference between successive terms and follow the formula $a_n = a_1 + (n-1)d$
  • $a_n$ represents the nth term, $a_1$ is the first term, $n$ is the term number, and $d$ is the common difference
• Geometric sequences have a constant ratio between successive terms and follow the formula $a_n = a_1 \cdot r^{n-1}$
  • $a_n$ represents the nth term, $a_1$ is the first term, $n$ is the term number, and $r$ is the common ratio
• Recursive sequences define each term based on the previous term(s) using a specific rule or formula
• Explicit sequences define each term using a formula that depends only on the term number $n$
• Fibonacci sequence is a famous recursive sequence where each term is the sum of the two preceding terms (0, 1, 1, 2, 3, 5, 8, 13, ...)
• Harmonic sequence is defined by the reciprocals of positive integers (1, 1/2, 1/3, 1/4, ...)

Convergence and Divergence

• Convergence means the terms of a sequence or series approach a specific finite value as the number of terms approaches infinity
• Divergence means the terms of a sequence or series do not approach a specific finite value as the number of terms approaches infinity
• Limit of a sequence is the value that the terms approach as $n$ approaches infinity, denoted as $\lim_{n \to \infty} a_n$
• Bounded sequences have terms that lie within a specific range and are necessary for convergence
• Monotonic sequences have terms that consistently increase or decrease and can be used to determine convergence
  • Increasing sequences have each term greater than or equal to the previous term
  • Decreasing sequences have each term less than or equal to the previous term
• Squeeze theorem can be used to find the limit of a sequence by comparing it with two other sequences that converge to the same value

Series and Their Properties

• Series are the sum of the terms in a sequence, denoted as $\sum_{n=1}^{\infty} a_n$
• Convergent series have a finite sum as the number of terms approaches infinity
• Divergent series have an infinite sum or do not approach a specific value as the number of terms approaches infinity
• Geometric series have a constant ratio between successive terms and can be represented as $\sum_{n=1}^{\infty} ar^{n-1}$
  • The sum of a convergent geometric series is given by $S_{\infty} = \frac{a}{1-r}$, where $|r| < 1$
• Telescoping series can be simplified by canceling out terms, making it easier to find the sum or determine convergence
• Alternating series have terms that alternate between positive and negative signs
  • Alternating series test can be used to determine the convergence of an alternating series
• Absolute convergence occurs when the series formed by the absolute values of the terms converges
  • Absolute convergence implies convergence, but the converse is not always true

Common Series and Tests

• p-series are of the form $\sum_{n=1}^{\infty} \frac{1}{n^p}$ and converge for $p > 1$ and diverge for $p \leq 1$
• Harmonic series is a divergent p-series with $p = 1$, represented as $\sum_{n=1}^{\infty} \frac{1}{n}$
• Ratio test compares the limit of the ratio of successive terms to determine convergence or divergence
  • If $\lim_{n \to \infty} |\frac{a_{n+1}}{a_n}| < 1$, the series converges absolutely
  • If $\lim_{n \to \infty} |\frac{a_{n+1}}{a_n}| > 1$, the series diverges
• Root test compares the limit of the nth root of the absolute value of the nth term to determine convergence or divergence
  • If $\lim_{n \to \infty} \sqrt[n]{|a_n|} < 1$, the series converges absolutely
  • If $\lim_{n \to \infty} \sqrt[n]{|a_n|} > 1$, the series diverges
• Integral test compares a series with an improper integral to determine convergence or divergence
• Limit comparison test compares a series with a known convergent or divergent series to determine its behavior

Applications in Management

• Compound interest can be modeled using geometric series, where the principal amount grows by a fixed percentage each period
• Present value of an annuity can be calculated using the sum of a geometric series, representing the value of a series of equal payments over time
• Amortization schedules for loans can be created using geometric series to determine the principal and interest payments
• Population growth models can use sequences and series to predict future population sizes based on growth rates
• Depreciation of assets can be modeled using geometric sequences, representing the decrease in value over time
• Project management can use sequences to model task durations and dependencies in a project schedule
• Supply chain management can use sequences to model inventory levels and reorder points based on demand patterns

Problem-Solving Strategies

• Identify the type of sequence or series (arithmetic, geometric, recursive, explicit)
• Determine the formula for the nth term or the sum of the series
• Use convergence tests (ratio test, root test, integral test, limit comparison test) to determine if a series converges or diverges
• Apply the appropriate formula or theorem to find the sum of a convergent series
• Break down complex problems into smaller, manageable steps
• Look for patterns or relationships between terms to simplify the problem
• Use graphing or visualization techniques to understand the behavior of sequences and series
• Check your answer for reasonableness and consistency with the problem context

Key Formulas and Theorems

• Arithmetic sequence: $a_n = a_1 + (n-1)d$
• Geometric sequence: $a_n = a_1 \cdot r^{n-1}$
• Sum of an arithmetic series: $S_n = \frac{n}{2}(a_1 + a_n) = \frac{n}{2}[2a_1 + (n-1)d]$
• Sum of a convergent geometric series: $S_{\infty} = \frac{a}{1-r}$, where $|r| < 1$
• Ratio test: If $\lim_{n \to \infty} |\frac{a_{n+1}}{a_n}| < 1$, the series converges absolutely; if $\lim_{n \to \infty} |\frac{a_{n+1}}{a_n}| > 1$, the series diverges
• Root test: If $\lim_{n \to \infty} \sqrt[n]{|a_n|} < 1$, the series converges absolutely; if $\lim_{n \to \infty} \sqrt[n]{|a_n|} > 1$, the series diverges
• Alternating series test: If an alternating series has terms that decrease in absolute value and approach zero, the series converges
• Limit comparison test: If $\lim_{n \to \infty} \frac{a_n}{b_n} = L$, where $L$ is a positive finite value, then $\sum a_n$ and $\sum b_n$ either both converge or both diverge