As you journey into higher-level mathematics, you will gain a better appreciation for the significance of proofs. Proving what is claimed to be true is fundamental to the nature of mathematics, a system built on logic. Proof by induction, also known as the Principle of Mathematical Induction, is a popular method that is used to prove the veracity of a proposition.
The Idea
Suppose that we wanted to formally prove a proposition, , to be true .
Of course, we can directly substitute , , and so on to prove the proposition for these values of . However, our aim is to prove the proposition for all natural numbers. Directly substituting every single natural number in existence is simply impossible as there are infinitely many. Therefore, we must consider proof by induction in this scenario.
Step 1: Defining
Writing the proposition every single time you need to refer to it can be extremely tedious. Thus, it is recommended to represent the proposition symbolically. Also, it is good practice to formally define what means before using it.
For example, if you are tasked with showing that
for all whole numbers, you should write
Note: is just notation to represent a proposition. It is not a function.
Step 2: The Base Case
Firstly, we must find the minimum value of for which is true. You should consider how was defined in this context to determine this value.
- If or , then the minimum value of is .
- If , then the minimum value of is .
- Sometimes, a question may specify that . In this scenario, the minimum value of is .
Once we have determined the minimum value of , we need to directly substitute the value into the proposition to manually verify that it is true for this value. This is called the base case.
If the base case is false, we can conclude that is false. Hence, verifying the base case is a crucial and sometimes overlooked step in the principle of mathematical induction.
Step 3: The Inductive Hypothesis,
Consider the following hypothesis: If is true, then must also be true, where .
Suppose that . We have already verified that is true (by proving the base case). If we can prove that using the fact that is true, then we can repeat the process again using the fact that is true, to prove . You can think of it like climbing a ladder. If you are on the first step of the ladder, you can use the first step to climb onto the second step. Then, you can use the second step to climb onto the third step, and so on.
However, we will not be showing that each , , , is true directly - that's basically the same as testing for each natural number. Instead, we will start off with some arbitrary value of . By assuming that is true, our goal is to show that is true.
But how can we assume that is true for some arbitrary value of ? This underscores the importance of verifying the base case: we must first confirm that there exists a value of for which is true to start off with - otherwise we cannot reasonably make that assumption. In terms of the ladder analogy, in order to climb onto the next step, we have to be standing on a step in the first place; we cannot climb onto a step if we are floating miraculously in thin air.
Reusing the example from earlier, you would write
Step 4: Proving that is true
Now that we have assumed to be true, we must show that is true using the assumption to complete the proof. This involves using in some way or the other to prove that is true. Typically, it involves algebraic manipulation and substitution.
Before this step, you should formally declare what you are required to prove. For the previous example, this step would entail
Evidently, in the example, the assumption for was directly substituted to prove . However, sometimes, it may require some more work. Furthermore, note that we must manipulate the L.H.S. to look identical to the R.H.S., otherwise we may risk losing partial marks.
Step 5: Statement of Conclusion
Phew, the difficult part is over. Now, all that's left to do is formally conclude our proof with a written statement to show that we have satisfied the requirements for proof by induction. Typically, you can write,
"Q.E.D." stands for "quod erat demonstrandum", a Latin phrase which means "that which was to be demonstrated", and is typically used to conclude proofs. You should adjust this statement of conclusion depending on how has been defined (refer to step 1).
Now that we have covered the overarching logic that makes mathematical induction work, let's put pen to paper by trying some questions.
Example 1: Use mathematical induction to prove that
(CAPE 2014 Pure Mathematics U1 Paper 2, Caribbean Examinations Council)
Let be the proposition that
Base Case:
, confirming that is true.
Assume that is true for some .
If is true, then must also be true.
As you can tell, your algebraic manipulation skills need to be strong for solving these types of questions.
Example 2: Use mathematical induction to prove that is divisible by for all natural numbers. (CAPE 2015 Pure Mathematics U1 Paper 2 Guyana, Caribbean Examinations Council)
This type of question is called a divisibility test. The majority of the proof is similar to what you already know. However, to carry out the proof itself, divisibility tests demand a key insight about division: if the number is divisible by the number , then the quotient, , must be an integer.
For instance, . Apply this logic in your proof.
Let be the proposition that is divisible by .
implies that
Base Case:
which is divisible by , confirming that is true.
Assume that is true for some .
If is true, then must also be true.
We can substitute for from the assumption. Recall that
Example 3: Given that , use mathematical induction to prove that for . (CAPE 2015 Pure Mathematics U1 Paper 2 Rest of Region, Caribbean Examinations Council)
Firstly, don't be confused by . Although this looks similar to , is simply a definition that was given in the question, not the proposition that we are being asked to prove.
Let be the proposition that for .
Base Case:
, confirming that is true.
Assume that is true for some .
If is true, then must also be true.
Don't forget the base case.
I know that I have emphasized this many times before, but let me show you where leaving out the base case can induce a flawed proof.
Let be the proposition that .
Now, obviously, we know that this proposition is false. , which is a contradiction. However, just for the sake of highlighting the absolute necessity of the base case when doing proof by induction, let's continue by assuming that is true for some .
If is true, then must also be true.
Now, if we had just tested the base case for , we would have observed that is false. This is why, although the base case may seem like an inconsequential step, we absolutely cannot afford to ignore it at all.