Recurrence Relation: A formula that expresses the -th term of a sequence, , as a function of the -th term, . It is written in the form .
Initial Condition: To generate a specific sequence, a starting value (usually ) must be provided. Without this anchor, the relation defines a family of possible sequences rather than a single unique one.
Iterative Process: Generating terms involves 'feeding' the current term back into the function to find the next. For example, is used to find , then is used to find , and so on.
Recursive Logic: The fundamental principle is that the state of a system at step depends entirely on its state at step . This is the basis for many algorithms in computer science and models in population biology.
Arithmetic Recurrence: If the rule is , the sequence is arithmetic. The constant represents the common difference added at each step.
Geometric Recurrence: If the rule is , the sequence is geometric. The constant represents the common ratio by which each term is multiplied.
Definition of Periodicity: A sequence is periodic if the terms repeat in a fixed cycle. This occurs when for all , where is the period.
Order (Period): The 'order' of a periodic sequence is the number of terms in one complete repeating cycle. For example, a sequence has an order of 2.
Trigonometric Links: Periodic sequences are often generated by functions involving or trigonometric functions like , which naturally cycle through values.
| Feature | Recurrence Relation | Position-to-Term (Deductive) |
|---|---|---|
| Formula Type | ||
| Calculation | Iterative (step-by-step) | Direct (any term instantly) |
| Requirements | Rule + Initial Value () | Rule only |
| Efficiency | Slow for large | Fast for any |
The 'Clever Trick' for Sums: If an exam asks for the sum of 100 terms of a non-standard recurrence, do not calculate all 100. The sequence is almost certainly periodic; find the period and the sum of one cycle first.
Check the Start Index: Always verify if the sequence starts at or . This affects the number of iterations needed to reach a specific term and the bounds of a summation.
Verification: If you suspect a sequence is periodic, calculate at least one term beyond the first repeated value to ensure the cycle truly restarts (e.g., check if you think the period is 4).
Sigma Notation: Recurrence relations are frequently paired with notation. Remember that simply means .