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I have been trying to understand the Binomial Theorem formula. I can see that it works.

What I don’t understand is how or why using combinations finds the coefficients.

What I mean is, isn’t each coefficient actually a permutation?

In the sense, that a combination isn’t concerned with the order. Yet the coefficient seems to reflect the ways a selection of items can be ordered.

It seems like a contradiction.

A simple explanation would be greatly appreciated. As I am not a mathematician.

Many thanks.

Blue
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Jor
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    Short answer: commutativity (and I guess associativity) of multiplication – Brevan Ellefsen Feb 21 '19 at 09:41
  • I appreciate your answer. Thanks. However, I still don’t understand why combinations work. For example ab squared = abb, bab, or bba. So thats three versions of the same thing. So it’s a permutation... what am I missing? – Jor Feb 22 '19 at 21:44
  • my comment is precisely what explains your comment. If none of $abb, bab,$ and $bba$ were equal (so multiplication is not at all commutative) then you would have permutations. Since they are all equal (by the commutativity of multiplication) we get combinations. If multiplication were only somewhat commutative (e.g. $bab = abb$ but $bab \neq abb$) then we would get something between combinations and permutations. – Brevan Ellefsen Feb 22 '19 at 22:06
  • Ok. Thanks. However, I don’t understand what I am missing please? In the binomial theorem, using the combination formula, the selection, (abb, bab and bba), turns out to be 3. Yet, clearly, it’s one combination.. – Jor Feb 22 '19 at 22:15
  • I have no idea what you're talking about. The binomial theorem doesn't say anything like that; it's a way of expressing $(a+b) ^n$ as a sum of simpler terms. Could you give more clarification please? – Brevan Ellefsen Feb 22 '19 at 22:20
  • Well, a combination isn’t concerned with the arrangement of the objects. Yet, somehow the arrangements matter, as that is how the coefficients are created. It seems like a contradiction.. – Jor Feb 22 '19 at 22:27
  • the arrangements don't ever matter so there is no contradiction. I'm not sure where you are getting that. Again, I need you to be much, much more clear about what your confusion is. Write more, not less. – Brevan Ellefsen Feb 22 '19 at 22:38

5 Answers5

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The reason combinations come in can be seen in using a special example. The same logic applies in the general case but it becomes murkier through the abstraction.

Consider

$$(a+b)^3$$

If we were to multiply this out, and not group terms according to multiplication rules (for example, let $a^3$ remain as $aaa$ for the sake of our exercise), we see

$$(a+b)^3 = aaa + aab + aba + baa + abb + bab + bba + bbb$$

Notice that we can characterize the sum this way:

$$(a+b)^3 = (\text{terms with 3 a's}) + (\text{terms with 2 a's}) + (\text{terms with 1 a}) + (\text{terms with no a's})$$

(You can also do the same for $b$, the approach is equivalent.) Well, we see from our weird expansion that we have every possible sequence of length $3$ made up of only $a$'s and $b$'s. We also know some of these terms are going to group together, as, for example, $aba = aab = baa$.

So how many summands are actually equal? Well, since they all have the same length, two summands are equal if and only if they have the same number of $a$'s (or $b$'s, same thing). And we also know that every possible sequence of length $3$ and only $a$'s and $b$'s are here.

So we can conclude that

$$\begin{align} (\text{# of terms with 3 a's}) &= \binom{3}{3} = 1\\ (\text{# of terms with 2 a's}) &= \binom{3}{2} = 3\\ (\text{# of terms with 1 a}) &= \binom{3}{1} = 3\\ (\text{# of terms with no a's}) &= \binom{3}{0} = 1 \end{align}$$

Thus, we conclude:

  • There will only be one $aaa = a^3$ term
  • There will be $3$ $aba=aab=baa=a^2b$ terms.
  • There will be $3$ $abb = bab = abb = ab^2$ terms.
  • There will be $1$ $bbb=b^3$ term.

Thus,

$$(a+b)^3 = \sum_{k=0}^3 \binom{3}{k}a^k b^{3-k}$$

and in general, for positive integers $n$,

$$(a+b)^n = \sum_{k=0}^n \binom{n}{k}a^k b^{n-k}$$


In short, the reason we use combinations is because the order does not matter, because we will get terms like $aab, baa, bab$ which are all equal in the expansion. Since multiplication is a commutative operation over the real numbers, then, we can say they're equal. Thus, the number of terms of that "type" (characterized by how many $a$'s or $b$'s they have) is given precisely by the number of sequences of length $n$ ($n=3$ in our example), made of only $a$ and $b$, that has exactly $k$ $a$'s (or $b$'s).

Of course this all relies on the central premise that multiplication commutes in the reals and thus ensures that the order of the factors does not matter. That suggests that it does not always hold in situations where multiplication does not commute - for example, the multiplication of a type of numbers known as quaternions is not commutative, and thus the binomial theorem does not hold there as it does here (since there $ab$ need not equal $ba$).

The nature of this commutativity, or the lack of it, and the consequences of each is better divulged in a discussion on abstract algebra, and this tangent is long enough as it is.

PrincessEev
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  • I appreciate your answer. Thanks. However, I still don’t understand why combinations work. For example ab squared = abb, bab, or bba. So thats three versions of the same thing. So it’s a permutation... what am I missing please? If I imagine each set of brackets of (a+b) in different colours, if that makes sense, so that each selection is actually a new combination, then I can see it, but I’m not sure. – Jor Feb 22 '19 at 21:48
  • For example, a yellow box with a yellow (a+b) in it, and a blue box with a blue (a+b) in it, and red box with a red (a+b) in it. Then, it would make sense to me, as there would be many more ways to arrange the coloured a’s and b’s, so way more permutations, but naturally less combinations. But again I’m uncertain if thinking this way is helpful. I find it easier to visualise the problem.. – Jor Feb 22 '19 at 21:57
  • It’s almost like combinations, used in this manner, is like saying... how many ways can I choose something. But why? When the definition of a combination, isn’t concerned with the numbers of ways of choosing... is it? – Jor Feb 22 '19 at 22:03
  • "So thats three versions of the same thing. So it’s a permutation... what am I missing please?" - It's not a permutation, because the order doesn't matter. $aab, aba, baa$: all three of those are equivalent expressions, and there are $\binom 3 2$ ways to write a sequence of length three, with only $a$ and $b$, that has precisely two $a$'s in it. The expansion of $(a+b)^3$ requires us to take an $a$ or $b$ from each $(a+b)$ term in the expression $(a+b)(a+b)(a+b)$ and that's also how we know we get every possible sequence of length three. – PrincessEev Feb 22 '19 at 23:56
  • "So thats three versions of the same thing. So it’s a permutation... what am I missing please?" - It's not a permutation, because the order doesn't matter. $aab, aba, baa$: all three of those are equivalent expressions, and there are $\binom 3 2$ ways to write a sequence of length three, with only $a$ and $b$, that has precisely two $a$'s in it. The expansion of $(a+b)^3$ requires us to take an $a$ or $b$ from each $(a+b)$ term in the expression $(a+b)(a+b)(a+b)$ and that's also how we know we get every possible sequence of length three. – PrincessEev Feb 22 '19 at 23:56
  • Yes. But where I get stuck, is ... using your example... of aab, aba, baa (are indeed all the same).. yet, actually are ‘one’ combination. Three arrangements of one combination. Three permutations of one combination. Yet, we use a combination formula... it seems like a contradiction – Jor Feb 23 '19 at 00:43
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Actually, you are right that Binomial is a permutation but with repeated letter.

For example, how many ways are there to arrange the letters $abc$? $3!$.

For $aba$, how many ways to arrange them? $3!/(2!\cdot 1!)$. We need to divide due to the two $a$s, which are indistinguishable from each other.

Hence, this answer is the same formula as the combination formula, $n!/ ((n-r)!\cdot r!)$.

Integrand
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My way of seeing the binomial formula is the following. Suppose you want to compute $$ (a+b)^n $$ for some $n\geq 1$. Look at it in this way: $$ \underbrace{(a+b)\cdot (a+b) \cdot \ldots \cdot (a+b)}_{n \ \text{terms}}, $$ with exactly $n$ multiplications. How do you obtain the result? Pick one term between $a$ or $b$ from each factor and multiply them together. So the result contains terms of the form $a^kb^{n-k}$ for $k=0,\,\ldots,n$: this means that you picked $k$ times $a$ and $n-k$ times $b$. How many choices do you have? You have $n$ "different" $a$'s and you have to count the number of ways to select $k$ of them. The order does not matter: this means that if you selected the same $a$'s in a different order, the would give exactly the same term in the result, thus you don't want to count them twice. This is why for each $k$ you have exactly $\binom{n}{k}$ choices.

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Start with a red ball (R), a green ball (G), and an orange ball (O). N = 3

The combinations of just 2 balls (n = 2) would be RG RO GO and this works with 3!/[2!(3 - 2)!] = 3.

Flipping a coin results in either H or T.

Think of the red ball as the first flip of the coin, the green ball as the second flip of the coin, and the orange ball the third flip of the coin. But now we also add which two will come up heads. The combinations are RG RO GO.

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The use of combinations in the coefficients DOES convey order, but it is indirect. Thus, it would make sense for combinations to be present. Here's why:

Consider: $(a+b)^3 = (a+b)(a+b)(a+b)$ Note: There are 3 factors, this is important

Now, how many $a^2b$ terms are there? 3

This 3 can be thought of as the result of a repeated permutation of 2a's and one b, aab, aba, aab

This 3 is also a result from combinations. i.e. From the 3 factors of $(a+b)$, which 2 am I going to choose for the a. If you chose the first 2 factors, then the term will be aab, if you chose the first and third factors, the term would be aba. However choosing the first and third factor, is the same as choosing the third and first factor and that's why it is a combination.

Conclusion: The combination involved is to do with the factors of the entire binomial $(a+b)$, not the individual a and b's! Just switch your perspective slightly :)

Rushabh Mehta
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  • This is so annoying to read because of the random bolding and capitalization, as well as unnecessary verbose explanations. – Rushabh Mehta Sep 25 '19 at 16:43