Let C s T , with T > 0, be the set of continuous, T-periodic functions f : R → R s , and let Γ : C s T → R be a real functional on C s T . If Γ is n times Fréchet differentiable on C s T , then it has an n-th order Taylor expansion around 0 (see e.g., [1]). Such a Taylor expansion can be obtained as the n-th order truncation of the serieswhere n = (n 1 , . . . , n s ) and we have introduced the notationThe kernels c n 1 ,...,n s (t 11 , . . . , t sn s ) are all real, T-periodic, and symmetric in all their arguments. In this contribution we will prove the following theorem.Theorem 1. Let Γ be a functional with Taylor series (1), and takewhere q ≡ (q 1 , . . . , q s ) ∈ N s is such that gcd(q 1 , . . . , q s ) = 1 and ω = 2π/T. Then,where, φ ≡ (φ 1 , . . . , φ s ), ≡ ( 1 , . . . , s ), and functions C x ( ) and θ x ( ) do not depend on φ and are even in each i , i = 1, . . . , s, for every x ∈ S + . x ∈ S + is the set of vectors x whose leftmost nonzero component is positive.In the special case when Γ is invariant under time-shift, i.e., Γ[f(t + τ)] = Γ[f(t)] for all 0 < τ < T, we recover the results in [2]