5. Sequences & Patterns - JulTob/Mathematics GitHub Wiki
Sequences and Patterns
Understanding Patterns and Progressions
Why Sequences?
In a typical Calculus class, sequences are often left for the end. But why wait? There are four great reasons to start with sequences right now!
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They’re easy to understand.
- Sequences are intuitive! Almost everyone gets the concept without much effort.
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They are the foundation for limits.
- And limits, in turn, form the backbone of calculus! Understanding sequences makes limits much easier to grasp.
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They are easy to program and explore.
- A few simple rules can generate complex and fascinating patterns.
- If you enjoy coding, sequences are a great way to experiment with math in a hands-on way.
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They’re fun!
- Discovering patterns, designing sequences, and analyzing them can be deeply satisfying.
- Mathematics has a strong intellectual appeal, and sequences are a great place to start exploring it!
That might have sounded a little nerdy… but trust me, math is fun! Now, let’s get started. 🚀
What is a Sequence?
A sequence is simply a list of numbers in a specific order. The most interesting ones follow a pattern. These patterns can be described with an algorithm, a formula, or a function. Pattern recognition is one of the cornerstone application of mathematics.
Examples of simple sequences:
1, 2, 3, 4, 5, 6, 7, 8, 9, \dots
Each term in the sequence follows a set of rules:
- Ascending
- Add 1 to the previous term: $a_n = a_{n-1} +1$
- nth term = n
2, 4, 6, 8, 10, 12, 14, 16, 18 ...
- Ascending
- Even
- $f(n) = 2n$
- $a_n = a_{n-1} + 2$
0,1,0,1,0,1,0,1,0...
- Stable
- Cyclic
- Alternating 0 and 1
- $f(n) = |sin(π·n:2)|$
- $a_n = a_{n-1} + (¬1)^n$
2,4,8,16,32,64,128,256…
- Ascending
- Exponential growth
- $f(n) = n^2$
- $a_n = a_{n-1}·2$
1, 0.1 , 0.01, 0.001, 0.0001…
- Decreasing
- Exponential
- $f(n) = 10^{-n}$
- $a_n = a_{n-1}:10$
- Approaching 0
1, 0.1 , 0.01, 0.001, 0.0001…
- Decreasing
- Exponential
- $f(n) = 10^{-n}$
- $a_n = a_{n-1}:10$
1, -2, 3, -4, 5, -6…
- Even negatives, odd positives
- $(-1)n$
As you can see not all sequences have a simple formula, even if we can describe it in simple rules. Some sequences can be a lot more complex, but all we need to understand right now is that sequences sometimes grow unbounded, sometimes get closer and closer to a number, and sometimes they go crazy.
Formal Definition
A sequence is an ordered list of numbers:
a_1, a_2, a_3, a_4, \dots
where each term $( a_n )$ follows a specific rule or formula.
- If a sequence ends, it is called a finite sequence.
- If it continues forever, it is called an infinite sequence.
Types of Sequences
Sequences come in many shapes and sizes. Here are some common types:
- Arithmetic Sequences
- Each term is obtained by adding a constant to the previous one.
- Adding 3 each time.
2, 5, 8, 11, 14, \dots
- General formula: where $( d )$ is the common difference.
a_n = a_1 + (n - 1) d
- Geometric Sequences
- Each term is obtained by multiplying the previous one by a constant.
- Example: Multiplying by 2 each time.
3, 6, 12, 24, 48, \dots
- General formula: where $( r )$ is the common ratio.
a_n = a_1 \cdot r^{(n-1)}
- Fibonacci Sequence
- Each term is the sum of the two previous ones.
- Example:
1, 1, 2, 3, 5, 8, 13, 21, 34, \dots
- Recursive formula:
a_n = a_{n-1} + a_{n-2}
- This sequence appears everywhere in nature, from spirals in galaxies to sunflower seeds! 🌻
Why Sequences Matter in Calculus
Sequences are not just fun patterns—they’re deeply connected to fundamental concepts in calculus:
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Limits and Convergence
- Does a sequence settle toward a specific number as it continues? That’s convergence!
- Example: The sequence
gets smaller and smaller, approaching 0.\frac{1}{2}, \frac{1}{4}, \frac{1}{8}, \frac{1}{16}, \dots
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Series and Summation
- A series is just the sum of a sequence’s terms.
- Example:
1 + \frac{1}{2} + \frac{1}{4} + \frac{1}{8} + \dots
- This is called an infinite series, and it sums up to 1!
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Functions as Continuous Sequences
- Many functions in calculus can be understood as sequences of smaller steps (think derivatives and integrals).
Sequences are simple, powerful, and insightful! They build an intuitive bridge to calculus by helping us understand limits, summations, and patterns in numbers.