Given the recurrence relation f(n) = (n - 1) + f(n - 1), n > 72, f(2) = 1, then f(n) is:
Let's analyze the given recurrence relation and find a formula for \(f(n)\).
The recurrence relation is given by:
\(f(n) = (n - 1) + f(n - 1)\)
This relation holds for \(n > 72\), but the structure suggests it applies for \(n > 2\) working down to the base case \(f(2)\). The base case is given as:
\(f(2) = 1\)
We can expand the recurrence relation step by step by substituting \(f(n-1)\), \(f(n-2)\), and so on, until we reach the base case \(f(2)\).
Now, let's substitute these back into the expression for \(f(n)\):
\(f(n) = (n - 1) + f(n - 1)\)
\(f(n) = (n - 1) + [(n - 2) + f(n - 2)] = (n - 1) + (n - 2) + f(n - 2)\)
\(f(n) = (n - 1) + (n - 2) + [(n - 3) + f(n - 3)] = (n - 1) + (n - 2) + (n - 3) + f(n - 3)\)
Continuing this process, we will eventually reach \(f(2)\):
\(f(n) = (n - 1) + (n - 2) + (n - 3) + \dots + (3 - 1) + f(2)\)
\(f(n) = (n - 1) + (n - 2) + (n - 3) + \dots + 2 + f(2)\)
This is a sum of integers from 2 up to \(n-1\), plus \(f(2)\).
\(f(n) = \sum_{k=2}^{n-1} k + f(2)\)
The sum of the first \(m\) integers is given by the formula \(\frac{m(m+1)}{2}\). The sum of integers from 1 to \(n-1\) is \(\frac{(n-1)((n-1)+1)}{2} = \frac{(n-1)n}{2}\).
The sum from 2 to \(n-1\) can be calculated as the sum from 1 to \(n-1\) minus the first term (which is 1):
\(\sum_{k=2}^{n-1} k = \left(\sum_{k=1}^{n-1} k\right) - 1 = \frac{(n-1)n}{2} - 1\)
Now, substitute this back into the expression for \(f(n)\):
\(f(n) = \left(\frac{n(n-1)}{2} - 1\right) + f(2)\)
We are given \(f(2) = 1\).
\(f(n) = \left(\frac{n(n-1)}{2} - 1\right) + 1\)
\(f(n) = \frac{n(n-1)}{2}\)
This formula holds for \(n \ge 2\).
Let's verify for small values:
The derived formula \(f(n) = \frac{n(n-1)}{2}\) correctly represents the function defined by the recurrence relation and the base case.
Comparing this with the given options, the correct formula is \(\dfrac{n(n-1)}{2}\).
| Concept | Description | Method |
|---|---|---|
| Recurrence Relation | An equation that defines a sequence where each term is given as a function of preceding terms. | Expanding, Iteration, Characteristic Equation, Generating Functions |
| Base Case | A specific value of the function for a small input, needed to anchor the recurrence and find a unique solution. | Used to find the constant(s) in the general solution obtained from the recurrence part. |
| Iteration Method | Repeatedly substituting the recurrence relation into itself to express \(f(n)\) as a sum or product of terms involving the base case. | Helps identify a pattern that can be summed or multiplied to get a closed-form formula. |
A recurrence relation like \(f(n) = (n - 1) + f(n - 1)\) describes how a value at step \(n\) depends on the value at step \(n-1\) and possibly \(n\) itself. This specific structure, \(f(n) = g(n) + f(n-1)\), is a first-order linear non-homogeneous recurrence relation. The term \(g(n) = n-1\) is the non-homogeneous part. The homogeneous part is simple, just \(f(n) = f(n-1)\). Solving such recurrences often involves summing the \(g(k)\) terms from the base case up to \(n-1\).
In this problem, we essentially found that \(f(n)\) accumulates the terms \((n-1), (n-2), \dots, 2\) starting from the base value \(f(2)\). The sum of these terms, \((n-1) + (n-2) + \dots + 2\), is an arithmetic series. The sum of an arithmetic series \(a_1 + a_2 + \dots + a_m\) is \(\frac{m}{2}(a_1 + a_m)\). In our case, the series is \(2 + 3 + \dots + (n-1)\). Here, the terms are \(a_k = k\) starting from \(k=2\) up to \(n-1\). The number of terms is \((n-1) - 2 + 1 = n-2\). The first term is 2, and the last term is \(n-1\). The sum is \(\frac{n-2}{2}(2 + (n-1)) = \frac{n-2}{2}(n+1)\). This doesn't seem right, as we got \(\frac{n(n-1)}{2}-1\) from the sum from 1 to \(n-1\) minus 1.
Let's re-check the sum \(\sum_{k=2}^{n-1} k\). This is the sum of integers from 2 to \(n-1\). The standard formula for the sum of integers from 1 to \(m\) is \(\frac{m(m+1)}{2}\). Sum from 1 to \(n-1\) is \(\frac{(n-1)((n-1)+1)}{2} = \frac{(n-1)n}{2}\). The sum from 2 to \(n-1\) is the sum from 1 to \(n-1\) minus the term for \(k=1\): \(\sum_{k=2}^{n-1} k = \left(\sum_{k=1}^{n-1} k\right) - 1 = \frac{n(n-1)}{2} - 1\). This calculation was correct.
So, \(f(n) = \left(\frac{n(n-1)}{2} - 1\right) + f(2)\). With \(f(2)=1\), we get \(f(n) = \frac{n(n-1)}{2} - 1 + 1 = \frac{n(n-1)}{2}\).
The condition \(n > 72\) indicates the formula should be applied for values of \(n\) greater than 72. The derivation holds for \(n \ge 2\).
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