TheoremBase

Proof sketch: each clause exhibits a monoid from the basic algebra of functions or of matrices, identifies its units, and applies the fact that the units of a monoid form a group; the sign and determinant clauses add their multiplicativity, and the exponential clause reads off the identity and semigroup laws of the matrix exponential.

Proof

Routine facts about nonempty classes and restrictions of binary operations are used without comment (Toolkit for AL1).

For (i), recall that XXX^{X} is a set whose elements are the functions from XX to XX (The Elements of the Class of Functions from a Set to a Set, and This Class Is a Set (ii), The Elements of the Class of Functions from a Set to a Set, and This Class Is a Set (i)). The product of gg and ff in XXX^{X} is the composite g∘fg\circ f, first ff and then gg. By Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (ii), the composite of two functions from XX to XX is again such a function, with

(g∘f)(u)=g(f(u))(u∈X),(g\circ f)(u)=g(f(u))\qquad(u\in X),

so (g,f)↦g∘f(g,f)\mapsto g\circ f is a binary operation on XXX^{X}. For f,g,h∈XXf,g,h\in X^{X} the functions (h∘g)∘f(h\circ g)\circ f and h∘(g∘f)h\circ(g\circ f) have the same value h(g(f(u)))h(g(f(u))) at every u∈Xu\in X, so they are equal by Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (i). Finally idX∈XX\mathrm{id}_{X}\in X^{X} by Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (iii), and it is neutral by Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (iv). So XXX^{X} is a monoid with identity idX\mathrm{id}_{X}.

For (ii) and (iii), a permutation ff of XX has the two-sided inverse f−1∈XXf^{-1}\in X^{X} by Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (vi). Conversely, if g∘f=f∘g=idXg\circ f=f\circ g=\mathrm{id}_{X} for some g∈XXg\in X^{X}, then ff is bijective by Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (vii). So the units of XXX^{X} are exactly the permutations of XX (Permutations of a Set and the Set of Permutations of [n] (i)), and they form a group by Units of a Monoid: Unique Inverses, Products, and the Group of Units (v).

For (iv), SnS_{n} is the set of permutations of [n][n] (Permutations of a Set and the Set of Permutations of [n] (ii)), so this is (iii) with X=[n]X=[n].

For (v) and (vi), the set {1,−1}\{1,-1\} is nonempty, and for z,w∈{1,−1}z,w\in\{1,-1\} also zw−1=zw∈{1,−1}zw^{-1}=zw\in\{1,-1\}. Hence it is a subgroup of R∖{0}\mathbb{R}\setminus\{0\}, which is a group by Additive and Multiplicative Groups of Numbers (ii), by Subgroup Criterion and Basic Examples (i), and it is a group with multiplication by Subgroup Criterion and Basic Examples (ii). The sign sgn⁡\operatorname{sgn} takes values in {1,−1}\{1,-1\} by Rules for the Sign of a Permutation (i) and is multiplicative by Rules for the Sign of a Permutation (iii), so it is a homomorphism by Group Homomorphisms and Isomorphisms (i).

For (vii), (viii) and (ix), the product of two n×nn\times n matrices is an n×nn\times n matrix, so the matrix product (A,B)↦AB(A,B)\mapsto AB is a binary operation on Mn(R)\mathcal{M}_{n}(\mathbb{R}) (Binary Operations on a Set (i)). It is associative by Algebraic Rules for Matrix Products, Matrix-Vector Products and Transposes (i), and InI_{n} is neutral by Algebraic Rules for Matrix Products, Matrix-Vector Products and Transposes (iv), so Mn(R)\mathcal{M}_{n}(\mathbb{R}) is a monoid with identity InI_{n}. A unit of this monoid is a matrix with a two-sided inverse, which is exactly an invertible matrix by Inverse Matrix and Invertible Real Square Matrix (i) and Inverse Matrix and Invertible Real Square Matrix (ii). Since GLn(R)\mathrm{GL}_{n}(\mathbb{R}) is the set of invertible matrices in Mn(R)\mathcal{M}_{n}(\mathbb{R}) (Euclidean Space and Real Matrices: Standing Notation (Algebra) (x)), it is the set of units of this monoid, and hence a group with identity InI_{n} by Units of a Monoid: Unique Inverses, Products, and the Group of Units (v).

For (x), let A∈GLn(R)A\in\mathrm{GL}_{n}(\mathbb{R}). Then det⁡A≠0\det A\neq0 by A Square Real Matrix Is Invertible if and only if Its Determinant Is Nonzero (i), so det⁡\det takes values in R∖{0}\mathbb{R}\setminus\{0\}, a group by Additive and Multiplicative Groups of Numbers (ii). It preserves products by The Determinant is Multiplicative (i), and so it is a homomorphism by Group Homomorphisms and Isomorphisms (i).

For (xi), let A∈Mn(R)A\in\mathcal{M}_{n}(\mathbb{R}). For each t∈Rt\in\mathbb{R} the matrix etAe^{tA} is invertible by Properties of the Matrix Exponential (v), so the function t↦etAt\mapsto e^{tA} takes values in GLn(R)\mathrm{GL}_{n}(\mathbb{R}). Since 0A=0n0A=0_{n}, Properties of the Matrix Exponential (i) and Properties of the Matrix Exponential (iv) give

e0A=Inande(s+t)A=esAetA(s,t∈R).e^{0A}=I_{n}\qquad\text{and}\qquad e^{(s+t)A}=e^{sA}e^{tA}\qquad(s,t\in\mathbb{R}).

As InI_{n} is the identity of GLn(R)\mathrm{GL}_{n}(\mathbb{R}) by (vii) and Units of a Monoid: Unique Inverses, Products, and the Group of Units (v), the function is a one-parameter group by One-Parameter Groups in a Group (i).

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