Write 0V for the zero vector of V, let ∥⋅∥ be the norm induced by the inner product, and let z denote the complex conjugate of a complex number z.
Orthonormality relations. Since e is orthonormal, each ej is a unit vector, so ⟨ej,ej⟩=∥ej∥2=1 by Norm Induced by a Complex Inner Product; and for j,k∈[n] with k=j the vectors ek and ej are orthogonal, so ⟨ek,ej⟩=0.
Claim 1: additivity. Let x,y∈V and k∈[n]. Condition 2 of Complex Inner Product Space gives ⟨ek,x+y⟩=⟨ek,x⟩+⟨ek,y⟩, so by distributivity of multiplication over addition in the field C and condition 8 of Vector Space over a Field,
(μk⟨ek,x+y⟩)ek=(μk⟨ek,x⟩)ek+(μk⟨ek,y⟩)ek.
Claim 2 of Properties of Finite Sums of Vectors therefore gives R(x+y)=R(x)+R(y).
Claim 1: homogeneity. Let ν∈C, x∈V and k∈[n]. Condition 3 of Complex Inner Product Space gives ⟨ek,νx⟩=ν⟨ek,x⟩, so by associativity and commutativity of multiplication in C and condition 5 of Vector Space over a Field,
(μk⟨ek,νx⟩)ek=(ν(μk⟨ek,x⟩))ek=ν((μk⟨ek,x⟩)ek).
Claim 3 of Properties of Finite Sums of Vectors therefore gives R(νx)=νR(x). Hence R satisfies conditions 1 and 2 of Linear Map, so it is a linear map from V to V, that is, a linear operator on V.
Claim 1: action on the basis. Fix j∈[n]. For k∈[n] with k=j the orthonormality relations give μk⟨ek,ej⟩=μk⋅0=0, hence (μk⟨ek,ej⟩)ek=0ek=0V by claim 3 of Elementary Identities in a Vector Space. Thus at most the summand with index j is nonzero, and claim 7 of Properties of Finite Sums of Vectors gives
R(ej)=(μj⟨ej,ej⟩)ej=(μj⋅1)ej=μjej.
Claim 2. Assume every μk is a real number and let x,y∈V. The first identity of claim 6 of Properties of Finite Sums of Vectors, applied with the coefficients μk⟨ek,y⟩ and the vectors ek, gives
⟨x,R(y)⟩=k=1∑nμk⟨ek,y⟩⟨x,ek⟩,
and the second identity of that claim, applied with the coefficients μk⟨ek,x⟩, gives
⟨R(x),y⟩=k=1∑nμk⟨ek,x⟩⟨ek,y⟩,
both sums being finite sums in C. By claim 1 of Properties of Complex Conjugation and Modulus, conjugation preserves products and fixes exactly the real numbers, so
μk⟨ek,x⟩=μk⟨ek,x⟩=μk⟨ek,x⟩for every k∈[n].
Condition 1 of Complex Inner Product Space gives ⟨x,ek⟩=⟨ek,x⟩. Hence, for every k∈[n], the k-th summand of the first sum is μk⟨ek,y⟩⟨ek,x⟩ and the k-th summand of the second sum is μk⟨ek,x⟩⟨ek,y⟩; these are equal because multiplication in C is commutative. The two sums are therefore equal, so ⟨R(x),y⟩=⟨x,R(y)⟩ for all x,y∈V, which is the condition of Self-Adjoint Operator.