1.6 KiB
Recursion and induction
Recursion
A recursively defined function f
needs two ingredients:
- a base, where the function value
f(n)
is defined, for some value ofn
. - a recursion, in which the computation of the function in
n
is explained with the help of the previous values smaller thann
.
For example, the sum
\begin{align*}&\sum_{i=1}^1 i = 1,\ &\sum_{i=1}^{n+1} i = (n + 1) + \sum_{i=1}^{n} i.\end{align*}
Or the product
\begin{align*}&\prod_{i=0}^0 i = 1,\ &\prod_{i=0}^{n+1} i = (n+1) \cdot \prod_{i=0}^{n} i.\end{align*}
Induction
Principle - Natural induction: suppose
P(n)
is a predicate forn \in \mathbb{Z}
, letb \in \mathbb{Z}
. If the following holds
P(b)
is true,- for all
k \in \mathbb{Z}
,k \geq b
we have thatP(k)
impliesP(k+1)
.Then
P(n)
is true for alln \geq b
.
For example, we claim that \forall n \in \mathbb{N}
we have
\sum_{i=1}^n i = \frac{n}{2} (n+1).
We first check the claim for n=1
:
\sum_{i=1}^1 i = \frac{1}{2} (1+1) = 1.
Now suppose that for some k \in \mathbb{N}
\sum_{i=1}^k i = \frac{k}{2} (k+1).
Then by assumption
\begin{align*}
\sum_{i=1}^{k+1} i &= \sum_{i=1}^k i + (k+1), \
&= \frac{k}{2}(k+1) + (k+1), \
&= \frac{k+1}{2}(k+2).
\end{align*}
Hence if the claim holds for some k \in \mathbb{N}
then it also holds for k+1
. The principle of natural induction implies now that \forall n \in \mathbb{N}
we have
\sum_{i=1}^n i = \frac{n}{2}(n+1).