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Distinct exponential characters are linearly independent on a nonempty open set, and the real-part grouping rule
Statement
Let , let be a nonempty open set, let () be pairwise distinct, and let for some (the scalar case included; all statements below are componentwise). Write for the componentwise bilinear extension of the Euclidean inner product of The Euclidean inner product on ; the variable remains real and for the complex exponential of The complex exponential by its power series at , and consider the -valued map on . Then:
(a) [Complex independence] if for every , then .
(b) [Real-part grouping rule] if for every , then for every the grouped coefficient vanishes; in particular whenever and . At a self-paired frequency the coefficient is ; in particular at only the real part is constrained, and a purely imaginary coefficient is allowed.
(c) [Scope] no hypothesis beyond pairwise distinctness of the and nonemptiness and openness of is used; is allowed and the need not be nonzero, ordered or normalized. The statement concerns the open set and asserts nothing on sets with empty interior, where distinct characters can agree.
Facts & Assumptions
Given: An integer , a nonempty open , pairwise distinct with , and coefficients with ; the map on , with the inner product of The Euclidean inner product on .
The complex exponential is the everywhere convergent series , with , and it is entire with (The complex exponential by its power series, The complex exponential is entire and its complex derivative is itself). Also (, and the complex exponential extends the real exponential), hence and for every complex .
Conjugation and modulus: and , so by the coordinate formulas (Real and imaginary parts, complex conjugation, and modulus); conjugation is an involutive real-field automorphism satisfying , , , and (Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive).
is a field containing the embedded copy of , every complex number has the unique form with and , and a product in a field vanishes only if one of its factors vanishes ( is a field, every element is uniquely , and every nonzero element has inverse , The complex numbers as , with the real embedding and imaginary unit ).
In The Euclidean inner product on , vectors are functions on and . For the one-based coordinate notation used here, define for , for real or complex vectors alike. Thus the componentwise bilinear extension is . For define the tail by (with real values when is real); then under , . In dimension one identify a vector with its sole value , so the product is ordinary scalar multiplication. These are reindexings of the same finite sum, with no coordinate outside its domain.
Real-variable calculus: partial derivatives of maps on open subsets of are derivatives of line maps (Directional derivatives and partial derivatives of a map ); sums, real scalar multiples and products of differentiable functions are differentiable with the sum, scalar-multiple and product rules, and quotients are differentiable where the denominator is nonzero (Sums, scalar multiples, products and quotients: , , , and when ); the chain rule holds for total derivatives (The chain rule for total derivatives: ).
Proof
Reduction to the scalar case. Both assertions are componentwise in : holds if and only if every component vanishes, and if and only if for every , while the vector of clause (b) vanishes if and only if each of its components vanishes. Applying the scalar assertions to each component function therefore yields the general assertions, so we may and do assume in the rest of the proof.
Conjugation of the exponential. For every , . By [F1] the complex numbers and are the sums of the everywhere convergent series and , with partial sums and ; by [F2] conjugation fixes each real number and satisfies and , so for every . Also by [F2], and, by the coordinate formula, , whence . Writing , for every we have , so ; given , the definition of convergence of the two series supplies with both summands below , so , and since was arbitrary , which forces by the definiteness of the modulus in [F2].
Characters and the annihilating operator. For let for , the one-variable restriction of the complex exponential along the real-linear map . By [F5], the chain rule applied to that map and the entire exponential of [F1] gives , and the sum, scalar-multiple and product rules of [F5] give, for any finite combination with complex coefficients, derivative , hence and for all . Consequently, for pairwise distinct and a fixed , the composed operator is complex-linear on finite combinations and acts on as multiplication by if and by the constant if ; that constant is nonzero because and for by pairwise distinctness, and a product of nonzero field elements is nonzero by [F3].
Induction step: reduction to a product box. Let and assume assertion (a) established in dimension for every number of frequencies and every nonempty open subset of . Let be nonempty and open, fix and, by openness, with the open product box ; put . Write with and . For each value in the finite set put and ; then, by the splitting identity of [F4], the exponential addition law of [F1] and the distributivity of the finite sum, for every , the outer sum running over the pairwise distinct values .
Base case, dimension one. Let be nonempty and open, so that it contains a nonempty open interval ; suppose on . Fix ; then on , and by step 1.3 and the linearity of we have on . Choose . Evaluating there gives ; cancelling the nonzero exponential by [F1] gives ; the second factor is a product of nonzero complex numbers, hence nonzero by [F3], so by the field property in [F3]. As was arbitrary, ; this proves (a) for .
The conjugate sum. Suppose now that on , and define on . For real and every , step 1.2 applied to gives , and by [F2] and the reality of we have ; therefore on by [F2]. Since by [F2], the hypothesis reads on .
One-dimensional slices. Suppose on , fix and define for in the interval . By step 1.4, for every , and is a finite combination of the pairwise distinct characters with complex coefficients ; the base case of step 2.1 applied on the nonempty open interval therefore gives for every . As was arbitrary, each vanishes identically on the nonempty open set .
Induction hypothesis on each group. Fix a value . The vectors , , are pairwise distinct: if and , then , hence by pairwise distinctness of the . The function vanishes identically on the nonempty open set , so assertion (a) in dimension gives for every . Every index lies in , so ; this completes the induction and proves (a) in every dimension .
Frequency grouping and application of part (a). Let be the finite set of distinct values among , and for put . Regrouping the finite sum of step 2.2 over the distinct frequencies and using the bilinearity of the extended inner product in [F4] gives on ; the frequencies are pairwise distinct by construction, so assertion (a) as proved in steps 2.1 and 4.1 applied to this finite combination gives for every . For both defining sums are empty, so trivially; hence for every .
Consequences and scope. (i) If is self-paired, the condition is equivalent to , so both sums of run over the same index set and by [F2]; at this constrains only the real part, and the constraint is genuinely not stronger: for , , and one has , so and , a nonzero purely imaginary coefficient at frequency . (ii) If and , then and (a member would give , and is excluded by hypothesis), so by step 5.1, which is the stated consequence. (iii) The scope (c) holds: steps 2.1, 1.4 and 4.1 used only pairwise distinctness of the and the nonemptiness and openness of , through the interval and the product box ; the frequencies were never assumed nonzero, ordered or normalized; the proof is a finite construction using complex arithmetic, the series for the exponential and its derivative, and no choice principle. No assertion is made for sets of empty interior: the openness of is used when a nonempty open interval and a product box are extracted from it, and the statement (c) records that distinct characters can agree on such smaller sets.
Depends on
Directional derivatives and partial derivatives of a map
Sums, scalar multiples, products and quotients: , , , and when
The chain rule for total derivatives:
The complex exponential is entire and its complex derivative is itself
The complex exponential by its power series
The Euclidean inner product on
The complex numbers as , with the real embedding and imaginary unit
is a field, every element is uniquely , and every nonzero element has inverse
Real and imaginary parts, complex conjugation, and modulus
Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive
, and the complex exponential extends the real exponential