# Structural induction

﻿
Structural induction

Structural induction is a proof method that is used in mathematical logic (e.g., the proof of Łoś' theorem), computer science, graph theory, and some other mathematical fields. It is a generalization of mathematical induction. Structural recursion is a recursion method bearing the same relationship to structural induction as ordinary recursion bears to ordinary mathematical induction.

In general, the idea is that one wishes to prove some proposition "P"("x"), where "x" is any instance of some sort of recursively-defined structure such as lists or trees. A well-founded partial order is defined on the structures. The structural induction proof is a proof that the proposition holds for all the minimal structures, and that if it holds for the immediate substructures of a certain structure "S", then it must hold for "S" also. (Formally speaking, this then satisfies the premises of an axiom of well-founded induction, which asserts that these two conditions are sufficient for the proposition to hold for all "x".)

A structurally recursive function uses the same idea to define a recursive function: "base cases" handle each minimal structure and a rule for recursion. Structural recursion is usually proved correct by structural induction; in particularly easy cases, the inductive step is often left out. The "length" and ++ functions in the example below are structurally recursive.

For example, if the structures are lists, one usually introduces the partial order '<' in which "L" < "M" whenever list "L" is the tail of list "M". Under this ordering, the empty list [] is the unique minimal element. A structural induction proof of some proposition "P"("l") then consists of two parts: A proof that "P"( [] ) is true, and a proof that if "P"("L") is true for some list "L", and if "L" is the tail of list "M", then "P"("M") must also be true.

Eventually, there may exist more than one base case, and/or more than one inductive case, depending on how the function or structure was constructed. In those cases, a structural induction proof of some proposition "P"("l") then consists of: A) a proof that "P"("BC") is true for each base case "BC", and B): a proof that if "P"("I") is true for some instance "I", and "M" can be obtained from "I" by applying any one recursive rule once, then "P"("M") must also be true.

Example

Consider the following property of lists:

length (L ++ M) = length L + length M [EQ]

Here ++ denotes the list concatenation operation, and L and M are lists.

In order to prove this, we need definitions for length and for the concatenation operation. Let ("h:t") denote a list whose head (first element) is "h" and whose tail (list of remaining elements) is "t", and let [] denote the empty list. The definitions for length and the concatenation operation are:

length [] = 0 [LEN1] length (h:t) = 1 + length t [LEN2]

[] ++ list = list [APP1] (h:t) ++ list = h: (t ++ list) [APP2]

Our proposition "P"("l") is that EQ is true for all lists "M" when "L" is "l". We want to show that "P"("l") is true for all lists "l". We will prove this by structural induction on lists.

First we will prove that "P( [] )" is true; that is, EQ is true for all lists "M" when "L" happens to be the empty list [] . Consider EQ:

length (L ++ M) = length L + length M length ( [] ++ M) = length [] + length M length M = length [] + length M (by APP1) length M = 0 + length M (by LEN1)

So this part of the theorem is proved; EQ is true for all "M", when "L" is [] , because the left-hand side and the right-hand side are equal.

Now we will prove "P"("l") when "l" is a nonempty list. Since "l" is nonempty, it has a head item, "x", and a tail list, "xs", so we can express it as ("x:xs"). The induction hypothesis is that EQ is true for all values of "M" when "L" is "xs":

length (xs ++ M) = length xs + length M (hypothesis)

We would like to show that if this is the case, then EQ is also true for all values of "M" when "L" is a list "x:xs" whose tail is "xs".We proceed as before:

length (L ++ M) = length L + length M length ((x:xs)++ M) = length (x:xs) + length M length (x:(xs ++ M)) = length (x:xs) + length M (by APP2) 1 + length (xs ++ M) = length (x:xs) + length M (by LEN2) 1 + length (xs ++ M) = 1 + length xs + length M (by LEN2) length (xs ++ M) = length xs + length M

As this is just the induction hypothesis, we are done.

Well-ordering

Just as standard mathematical induction is equivalent to the well-ordering principle, structural induction is also equivalent to a well-ordering principle. If the set of all structures of a certain kind admits a well-founded partial order, then every nonempty subset must have a minimal element. (This is the definition of "well-founded".) The significance of the lemma in this context is that it allows us to deduce that if there are any counterexamples to the theorem we want to prove, then there must be a minimal counterexample. If we can show the existence of the minimal counterexample implies an even smaller counterexample, we have a contradiction (since the minimal counterexample isn't minimal) and so the set of counterexamples must be empty.

As an example of this type of argument, consider the set of all binary trees. We will show that the number of leaves in a full binary tree is one more than the number of interior nodes. Suppose there is a counterexample; then there must exist one with the minimal possible number of interior nodes. This counterexample, "C", has "n" interior nodes and "l" leaves, where "n"+1 ≠ "l". Moreover, "C" must be nontrivial, because the trivial tree has "n" = 0 and "l" = 1 and is therefore not a counterexample. "C" therefore has at least one leaf whose parent node is an interior node. Delete this leaf and its parent from the tree, promoting the leaf's sibling node to the position formerly occupied by its parent. This reduces both "n" and "l" by 1, so the new tree also has "n"+1 ≠ "l" and is therefore a smaller counterexample. But by hypothesis, "C" was already the smallest counterexample; therefore, the supposition that there were any counterexamples to begin with must have been false. The partial ordering implied by 'smaller' here is the one that says that "S" < "T" whenever "S" has fewer nodes than "T".

See also

*Initial algebra

References

*cite book | last = Hopcroft | first = John E.| coauthors = Rajeev Motwani, Jeffrey D. Ullman| title = Introduction to Automata Theory, Languages, and Computation| edition = 2nd ed. | publisher = Addison-Wesley | location = Reading Mass | year = 2001| ISBN 0-201-44124-1

Wikimedia Foundation. 2010.

### Look at other dictionaries:

• Induction — Most common meanings * Inductive reasoning, used in science and the scientific method * Mathematical induction, a method of proof in the field of mathematics * Electromagnetic induction in physics and engineering Other articles * Induction (play) …   Wikipedia

• Mathematical induction — can be informally illustrated by reference to the sequential effect of falling dominoes. Mathematical induction is a method of mathematical proof typically used to establish that a given statement is true of all natural numbers (positive… …   Wikipedia

• Labor induction — Intervention ICD 9 CM 73.0 73.1 Labor induction is a method of artificially or prematurely stimulating …   Wikipedia

• Asymmetric induction — (also enantioinduction) in stereochemistry describes the preferential formation in a chemical reaction of one enantiomer or diastereoisomer over the other as a result of the influence of a chiral feature present in the substrate, reagent,… …   Wikipedia

• List of mathematical logic topics — Clicking on related changes shows a list of most recent edits of articles to which this page links. This page links to itself in order that recent changes to this page will also be included in related changes. This is a list of mathematical logic …   Wikipedia

• Well-founded relation — In mathematics, a binary relation, R, is well founded (or wellfounded) on a class X if and only if every non empty subset of X has a minimal element with respect to R; that is, for every non empty subset S of X, there is an element m of S such… …   Wikipedia

• List of mathematics articles (S) — NOTOC S S duality S matrix S plane S transform S unit S.O.S. Mathematics SA subgroup Saccheri quadrilateral Sacks spiral Sacred geometry Saddle node bifurcation Saddle point Saddle surface Sadleirian Professor of Pure Mathematics Safe prime Safe… …   Wikipedia

• Coinduction — codata redirects here. For the CODATA committee, see Committee on Data for Science and Technology. In computer science, coinduction is a technique for defining and proving properties of systems of concurrent interacting objects. Coinduction is… …   Wikipedia

• Sprague–Grundy theorem — In combinatorial game theory, the Sprague–Grundy theorem states that every impartial game under the normal play convention is equivalent to a nimber. The Grundy value or nim value of an impartial game is then defined as the unique nimber that the …   Wikipedia

• Univers (logique) — Pour les articles homonymes, voir Univers (homonymie). En mathématiques, et en particulier en théorie des ensembles et en logique mathématique, un univers est un ensemble (ou parfois une classe propre) ayant comme éléments tous les objets qu on… …   Wikipédia en Français