How can we prove the recursive definition of $S$ by induction?

In summary, the conversation is about a question sent via PM asking for help with a recursive definition and proof by induction. The question is to find a closed form for a function defined as $S(n)=2\cdot\sum_{k=0}^{n}3^k$, and to prove that for all $n\in\mathbb{N}$, $S(n)=3^{n+1}-1$. The method of undetermined coefficients is used to find the general solution, and the proof by induction involves showing the base case and deriving the induction step from the previous case.
  • #1
MarkFL
Gold Member
MHB
13,288
12
I was recently sent the following question via PM (which we discourage here), so I thought I would start a thread and help here (and give the OP a link to this thread). Here's the question:

419089e327ebd61d79d892db74c94a8f.png


(a) We can observe that we may write:

\(\displaystyle 2\cdot\sum_{k=0}^{n}\left(3^k\right)=2\cdot\sum_{k=0}^{n-1}\left(3^k\right)+2\cdot3^n\)

Hence:

\(\displaystyle S(n)=S(n-1)+2\cdot3^n\)

Now, if we were to derive a closed form for $S(n)$ from the above linear inhomogeneous recursion, we would observe that the homogeneous solution is:

\(\displaystyle h_n=c_1\)

And, we would be looking for a particular solution of the form:

\(\displaystyle p_n=A3^n\)

So, to use the method of undetermined coefficients, we would substitute $p_n$ into the recursion to get:

\(\displaystyle A3^n-A3^{n-1}=2\cdot3^n\)

Divide through by $3^{n-1}$:

\(\displaystyle 3A-A=6\implies A=3\)

Thus:

\(\displaystyle p_n=3^{n+1}\)

Hence, by the principle of superposition, we find the general solution to be:

\(\displaystyle S(n)=h_n+p_n=3^{n+1}+c_1\)

Now, to determine the parameter $c_1$, we find:

\(\displaystyle S(1)=2(1+3)=8=3^{1+1}+c_1=9+c_1\implies c_1=-1\)

And so we have:

\(\displaystyle S(n)=3^{n+1}-1\)

This agrees with the induction hypothesis we are to prove for part (b).

(b) State the induction hypothesis \(\displaystyle P_n\):

\(\displaystyle 2\cdot\sum_{k=0}^{n}\left(3^k\right)=3^{n+1}-1\)

Show the base case $P_1$ is true:

\(\displaystyle 2\cdot\sum_{k=0}^{1}\left(3^k\right)=3^{1+1}-1\)

\(\displaystyle 2(3^0+3^1)=3^{1+1}-1\)

\(\displaystyle 8=8\quad\checkmark\)

The base case is true, so as our induction step, we may add $2\cdot3^{n+1}$ to each side of $P_n$:

\(\displaystyle 2\cdot\sum_{k=0}^{n}\left(3^k\right)+2\cdot3^{n+1}=3^{n+1}-1+2\cdot3^{n+1}\)

One the left, incorporate the added term within the sum while on the right combine like terms:

\(\displaystyle 2\cdot\sum_{k=0}^{n+1}\left(3^k\right)=3\cdot3^{n+1}-1\)

\(\displaystyle 2\cdot\sum_{k=0}^{n+1}\left(3^k\right)=3^{(n+1)+1}-1\)

We have derived $P_{n+1}$ from $P_n$, thereby completing the proof by induction.
 
Mathematics news on Phys.org
  • #2
Did the person who sent it to you say why? There does not appear to be any question asked.
 
  • #3
HallsofIvy said:
Did the person who sent it to you say why? There does not appear to be any question asked.

The question is in an image hot-linked to a free image hosting site...and I know from experience that they don't always show up, so I will type it out:

2.) Let $S$ be the function defined over $\mathbb{N}$ by:

$$S(n)=2\times\sum_{k=0}^n3^k$$
(a) Give the recursive definition of $S$.

(b) Prove the following statement by induction:

for all $n\in\mathbb{N}$, $S(*n)=3^{n+1}-1$​
 

FAQ: How can we prove the recursive definition of $S$ by induction?

What is recursion?

Recursion is a programming technique where a function calls itself repeatedly until a specific condition is met. This allows for the solution of complex problems by breaking them down into smaller, simpler steps.

What is induction?

Induction is a mathematical proof technique where a statement is shown to be true for a base case, and then for an arbitrary case assuming it is true for a smaller case. This allows for the proof of general statements by showing they hold for specific cases.

What is the difference between recursion and iteration?

Recursion involves a function calling itself, while iteration involves a loop that executes a block of code repeatedly until a specific condition is met. Recursion is often used to solve problems that are difficult to solve iteratively, or for problems that inherently involve repeated sub-problems.

What are some common applications of recursion and induction?

Recursion is commonly used in computer science for tasks such as traversing tree structures or searching through graphs. Induction is commonly used in mathematics to prove theorems and in computer science for tasks such as analyzing algorithms and proving their correctness.

What are some potential drawbacks of using recursion?

Recursion can lead to stack overflow if the function calls itself too many times without reaching a base case. It can also be less efficient than iteration in certain cases. Additionally, recursive solutions can be more difficult to understand and debug compared to iterative solutions.

Similar threads

Replies
13
Views
2K
Replies
3
Views
2K
Replies
8
Views
2K
Replies
1
Views
586
Replies
1
Views
1K
Replies
1
Views
2K
Back
Top