Proving 2^n > n^2 for n >= 4 by Induction

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In summary, by using mathematical induction and assuming that 2^k >= k^2 for k, it can be proven that 2^(k+1) >= (k+1)^2 for k >= 4. This is done by first showing the base case of n=4, then assuming the inequality holds for k+1, and finally proving that (k-1)^2 >= 2 for k >= 3, which can be substituted back into the original inequality. Therefore, it can be concluded that 2^n > n^2 for n>=4 by induction.
  • #1
ayusuf
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I have to prove by induction that for n>= 4 that 2^n > n^2.

So i start with the base case and I get 16 >= 16 which is true.
Then I assume for k that 2^k >= k^2 for k.
Now I have to that 2^(k+1) >= (k+1)^2

Now going back to 2^k >= k^2 if I multiply both sides by 2 I get
2*2^k >= 2*k^2
2^(k+1) >= 2*k^2

and from here I get stuck. Any help would be appreciated. Thanks.
 
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  • #2
4k^2 >= 2k^2
 
  • #3
I'm sorry but I don't know what you mean by that.
 
  • #4
It works for the basis of induction, n = 4. Assume it works for some k, so 2^k >= k^2. Then, for k+1, you have 2^(k+1) = 2*2^k >= 2*k^2. Now, can you show that 2*k^2 >= (k+1)^2, for n >= 4?
 
  • #5
Okay I see why you do that so I guess I have to prove 2*k^2 >= (k+1)^2 by induction.

When n = 4 we have
2*(4)^2 = 32
(4+1)^2 = 25
So 32 > 25 which is true.

Then we assume it is true for all n right and now I have to show that
2*(k+1)^2 >= ((k+1)+1)^2
which is the same thing as
2*(k+1)^2 >= (k+2)^2

Okay now I'm stuck again.
 
  • #6
So you're trying to prove [itex]2k^2\geq (k+1)^2[/itex] for [itex]k \geq 4[/itex]
Expanding gives: [itex]2k^2\geq k^2+2k+1[/itex]
and now collecting like terms: [itex]k^2-2k-1\geq 0[/itex]

Can you finish this off?
 
  • #7
No not really. I'm not even sure I'm going the right way because my professor was telling me that I will eventually have to prove another property which is n^2 >= 2n+1 for n>=3. Thanks.
 
  • #8
That's exactly where you're heading! :-p

I just asked you to prove [itex]k^2-2k-1\geq 0[/itex] for [itex]k\geq 4[/itex] which is basically the same as what your professor said you'll have to do.

Make the above inequality a perfect square.
 
  • #9
Okay so from k^2 - 2k - 1 >= 0 for k>= 4 we can rewrite it as

(k-1)^2 >= 0 for k>= 4. Yes I'm sorry but I still don't see it.
 
  • #10
No that's not exactly right.
[itex](k-1)^2=k^2-2k+1[/itex] and you have [itex]k^2-2k-1[/itex]

What you're actually looking for is [itex](k-1)^2-2\geq 0[/itex]. So, for what positive k is [itex](k-1)^2\geq 2[/itex] ?
 
  • #11
It is 3 because (3-1)^2 >= 2 because 2^2 >= 2 which is 4 >= 2 but what does that prove then?
 
  • #12
Yes that's right.

Well if we backtrack your steps, notice that we were trying to prove [itex]2^k\geq k^2[/itex] o:) Our first step was to show for a base case, and while n=1 and n=2 worked, n=3 is untrue so we started at the first case of n=4.
Now in the 3rd step you've proven that [itex]2^{k+1}\geq (k+1)^2[/itex] by assuming [itex]2^k\geq k^2[/itex] in your 2nd step and then substituting this assumed result to obtain [itex]2k^2\geq (k+1)^2[/itex].

That is, if [itex]2^k\geq k^2[/itex] then [itex]2^{k+1}\geq 2k^2[/itex] and surely if we're trying to prove [itex]2^{k+1}\geq (k+1)^2[/itex] then we can substitute [itex]2^{k+1}=2k^2[/itex].

Now you've shown by logic that for [itex]k\geq 3[/itex], [itex](k-1)^2\geq 2[/itex] which, after giving a little word about how mathematical induction works, you've essentially proven the question for [itex]k\geq 4[/itex]
 
  • #13
Okay I kind of get. By showing that for k>=3 we know (k-1)^2 >= 2 which originally means 2k^2 >= (k+1)^2 for k>=4 but by proving the first inequality we have proved the previous inequality and thus by proving the previous inequality this means we have proved 2^k >= k^2 for k >= 4. Am I right?
 
  • #14
Yes, exactly! :approve:
 
  • #15
Cool, Thanks! :D
 

FAQ: Proving 2^n > n^2 for n >= 4 by Induction

What is the purpose of proving 2^n > n^2 for n >= 4 by Induction?

The purpose of this proof is to demonstrate the mathematical relationship between the exponential function 2^n and the polynomial function n^2, and to show that the former grows faster than the latter for all values of n greater than or equal to 4.

What is the principle of mathematical induction?

Mathematical induction is a method of mathematical proof where a statement is proven to be true for an infinite number of cases by first showing that it is true for the first case, and then showing that if it is true for any given case, it must also be true for the next case.

How does the proof of 2^n > n^2 by Induction work?

The proof begins by establishing the base case, which in this case is n = 4. It is shown that 2^4 = 16 and 4^2 = 16, thus proving the statement to be true for n = 4. Next, the inductive hypothesis is stated, assuming that the statement is true for some arbitrary value of n = k. Using this assumption, the proof then shows that the statement must also be true for the next value of n = k+1. This completes the proof by mathematical induction, as it is shown to be true for n = 4 and also for n = k+1, thus proving it to be true for all values of n greater than or equal to 4.

What is the significance of the n >= 4 restriction in this proof?

The restriction n >= 4 is significant because it ensures that the base case n = 4 is included in the proof. Without this restriction, the proof would only be valid for values of n greater than or equal to 5, which would not fully demonstrate the relationship between 2^n and n^2.

Can the proof of 2^n > n^2 by Induction be extended to all values of n?

Yes, the proof can be extended to all values of n, as the statement holds true for all values of n greater than or equal to 4. However, the base case must be adjusted accordingly to reflect the new starting point, such as n = 1 or n = 2.

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