Bijective proof: Difference between revisions
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Revision as of 23:17, 31 January 2012
In combinatorics, bijective proof is a proof technique that finds a bijective function f : A → B between two sets A and B, thus proving that they have the same number of elements, |A| = |B|. One place the technique is useful is where we wish to know the size of A, but can find no direct way of counting its elements. Then establishing a bijection from A to some more easily countable B solves the problem. Another useful feature of the technique is that the nature of the bijection itself often provides powerful insights into each or both of the sets.
Basic examples
Proving the symmetry of the binomial coefficients
The symmetry of the binomial coefficients states that
This means there are exactly as many combinations of k in a set of n as there are combinations of n − k in a set of n.
Concrete case: n = 6, k = 2
For example, if n = 6 and k = 2, then n − k = 6 − 2 = 4, so the identity says there are just as many size-2 subsets of a size-6 set as there are size-4 subsets of a size-6 set, i.e.
Here is the bijection, i.e. the one-to-one correspondence between the list of all size-2 subsets and the list of all size-4 subsets of the size-6 set whose members are the six letters A, B, C, D, E, F:
Each size-2 subset corresponds to its complement—the set of all four letters not included in the size-2 subset. Since there are exactly 15 size-2 subsets, there must be exactly 15 size-4 subsets. In mathematical notation,
Similarly, the number of size-6 subsets in a size-20 set must be the same as the number of size-14 subsets in a size-20 set, since 20 − 6 = 14.
The bijective proof
More abstractly and generally, we note that the two quantities asserted to be equal count the subsets of size k and n − k, respectively, of any n-element set S. There is a simple bijection between the two families Fk and Fn − k of subsets of S: it associates every k-element subset with its complement, which contains precisely the remaining n − k elements of S. Since Fk and Fn − k have the same number of elements, the corresponding binomial coefficients must be equal.
Concrete case: n = 10, k = 3
Rows 9 and 10 of Pascal's triangle begin as follows:
Each number after the initial "1" in row 10 is the sum of the two numbers above it in row 9:
and so on. The case 36 + 84 = 120 involves cases 2 and 3 in row 9 and case 3 in row 10 (the rows start with case 0):
Combinatorially, this says:
- The number of ways to choose 2 out of 9
- plus
- the number of ways to choose 3 out of 9
- equals
- the number of ways to choose 3 out of 10.
Here are the 36 ways to choose 2 out of 9 and the 84 ways to choose 3 out of 9:
This is a list of 36 + 84 = 120 items. The claim is that this corresponds in one-to-one fashion with the list of all 120 ways to choose 3 out of 10. The nine items used in this example are the first nine letters, A–I of the alphabet. Let the tenth item be the tenth letter, J. Where does J fit into the list of 120 items above? Since we want to build a list of all ways to choose 3 out of 10, and the first 36 items on the list choose 2 out of 9, we simply append J to those items:
These newly constructed ways to choose 3 items out of 10 can now be counted along with the 84 already-counted ways to choose 3 out of 9, each of which is also a valid way to choose 3 out of 10. The 36 new ways to choose 3 items out of 10 are all valid by construction, and we know we have not missed any new ways, because the tenth item, J, if it is to participate as part of a group of 3, must be joined with 2 other letter, and we already know there are only 36 ways to choose those 2. Thus the number of ways to choose 2 out of 9 plus the number of ways to choose 3 out of 9 is proved to be equal to the number of ways to choose 3 out of 10.
In the same way, the number of ways to choose 14 out of 40 plus the number of ways 15 out of 40 can be shown to be equal to the number of ways to choose 15 out of 41:
and so on.
The bijective proof
Proof. We count the number of ways to choose k elements from an n-set. Again, by definition, the left hand side of the equation is the number of ways to choose k from n. Since 1 ≤ k ≤ n − 1, we can pick a fixed element e from the n-set so that the remaining subset is not empty. For each k-set, if e is chosen, there are
ways to choose the remaining k − 1 elements among the remaining n − 1 choices; otherwise, there are
ways to choose the remaining k elements among the remaining n − 1 choices. Thus, there are
ways to choose k elements depending on whether e is included in each selection, as in the right hand side expression.
Other examples
Problems that admit combinatorial proofs are not limited to binomial coefficient identities. As the complexity of the problem increases, a combinatorial proof can become very sophisticated. This technique is particularly useful in areas of discrete mathematics such as combinatorics, graph theory, and number theory.
The most classical examples of bijective proofs in combinatorics include:
- Prüfer sequence, giving a proof of Cayley's formula for the number of labeled trees.
- Robinson-Schensted algorithm, giving a proof of Burnside's formula for the symmetric group.
- Conjugation of Young diagrams, giving a proof of a classical result on the number of certain integer partitions.
- Bijective proofs of the pentagonal number theorem.
- Bijective proofs of the formula for the Catalan numbers.
- An equivalence between n-vertex directed graphs (allowing self-loops) and undirected bipartite graphs with n vertices on each side of the bipartition, induced by viewing the adjacency matrix of the directed graph as a biadjacency matrix of the undirected graph (see bipartite double cover).
See also
- Cantor–Bernstein–Schroeder theorem
- Double counting (proof technique)
- Combinatorial principles
- Combinatorial proof
- Binomial theorem
External links
- "Division by three" – by Doyle and Conway.
- "A direct bijective proof of the hook-length formula" – by Novelli, Pak and Stoyanovsky.
- "Bijective census and random generation of Eulerian planar maps with prescribed vertex degrees" – by Gilles Schaeffer.
- "Kathy O'Hara's Constructive Proof of the Unimodality of the Gaussian Polynomials" – by Doron Zeilberger.
- "Partition Bijections, a Survey" – by Igor Pak.
- Garsia-Milne Involution Principle – from MathWorld.