Abstract
Inequalities are established for certain trilinear scalar-valued functionals. These functionals act on measurable functions of one real variable, are defined by integration over two- or three-dimensional spaces, and are controlled in terms of Lebesgue space norms of the functions, and in terms of negative powers of large parameters describing a degree of oscillation. Related sublevel set inequalities are a central element of the analysis.
1 Introduction
We investigate upper bounds for scalar-valued multilinear oscillatory integral forms
along with related topics. Here B is a ball, or cube in
with
1.1 Some background
Inequalities of the form
with γ > 0 and C < ∞ dependent on ϕ and on η, have been analyzed in various works. Hörmander [1] established the fundamental upper bound
Forms
The regime |J| > D/d is singular, in the sense that the integral extends only over a positive codimension subvariety of the Cartesian product of the domains of the functions f j . Variants of the form (1.2), in the singular regime and with all mappings φ j linear, were investigated by Li, Tao, Thiele and the present author [5]. They established conditions under which there exists an exponent γ > 0 for which a corresponding inequality holds. One of the results of the present paper relaxes the assumption of linearity. Another treats certain cases with φ j linear that were not treated in Ref. [5], and provides an alternative proof of one of the main results of that work.
Results of this type under lower bounds for certain partial derivatives of the phase function, but with no upper bounds at all, have been investigated by Carbery and Wright [6] for |J| ≥ 3, building on earlier work [7] for the bilinear case |J| = 2. This thread is not developed further in the present paper, in which upper bounds are implicit through smoothness hypotheses on phase functions.
For certain ranges of exponent tuples p = (p
j
: j ∈ J), the works [3], [2] establish upper bounds for (1.1) in terms of products of
1.2 Four questions
Question 1.1.
Let ϕ be a real analytic, real-valued phase function. Let
for every
Thus we ask for the very best exponent γ, rather than the best for a bound in terms of
For multilinear forms of the more general type (1.2), a less precise question is at present appropriate.
Question 1.2.
Let ϕ be a real analytic, real-valued phase function. Let
for every
Roughly speaking, the difficulty in establishing inequalities (1.5) increases as the ratio d/D increases.
In the formulation (1.4), the main structural hypothesis is that the nonoscillatory part of the integrand is a product of factors f
j
(x
j
). No smoothness is required of these factors, and the strongest possible size restriction, L
∞, is imposed. As a refinement, one could ask to what degree the L
∞ norms could be replaced by weaker
A second focus, for related functionals, is on obtaining some decay inequality of power law type, for situations in which no decay bound was previously known, without attention to the value of the exponent γ. Theorem 4.3 is one result in that direction.
Oscillation can arise implicitly through the presence of high frequency Fourier components in the factors f j , instead of explicitly through the presence of overt oscillatory factors eiλϕ . This suggests a third question.
Question 1.3.
Let η be smooth and compactly supported. Let J be a finite index set. Let
In analyzing these three questions concerning oscillatory integral forms, we are led to questions concerning sublevel sets. Let
Denote by |S(f, ɛ)| the Lebesgue measure of this set.
Question 1.4.
Under what hypotheses on (φ j , a j : j ∈ {1, 2, 3}) and what conditions on f do there exist γ > 0 and C < ∞ such that for every small ɛ > 0,
For such an inequality to hold, some condition on f is needed to exclude trivial solutions with f ≡ 0 or with every |f j | small. Likewise, the existence of solutions f of ∑ j a j ⋅ (f j ◦φ j ) ≡ 0 must be excluded.
Situations in which there is a small family of such exact solutions, e.g. constant f or affine f, are also of interest. In such a situation, one asks instead whether the inequality (1.7) can fail to hold only for those f that are closely approximable by elements of the family of exact solutions.
One theme of this paper is the tapestry of interconnections between these questions.
1.3 Content of paper
We begin with remarks and examples placing Question 1.1 better in context. We then focus on the trilinear case, with d = 1. In all previous results for this trilinear one-dimensional case known to this author, the exponent γ in the upper bound (1.4) has been less than or equal to
In a sense clarified in Section 15, generic C ω phase functions are rank one nondegenerate. We also explore the connection between multilinear oscillatory forms (1.2) and the multilinear oscillatory forms studied in Ref. [5].
Our main results concerning (1.4) and (1.5), respectively, are Theorems 4.1 and 4.2. Their proofs are based on decomposition in phase space, a dichotomy between structure and pseudo-randomness, a two scale analysis, and a connection with sublevel sets.
In Section 16 we use the same method to give an alternative proof of a theorem of Li, Tao, Thiele, and the author [5], and to establish an extension.
We utilize two term sublevel set inequalities (1.7) – meaning that only two general functions f j appear in their formulation – for both scalar- and vector-valued functions as a tool in proving trilinear oscillatory inequalities. In Section 17 we reverse this flow of ideas to study special types of three term sublevel set inequalities. We consider sublevel sets of the type (1.6), with constant coefficients a j . We use oscillatory inequalities established earlier in the paper to prove upper bounds for their Lebesgue measures under natural hypotheses on (φ j : j ∈ {1, 2, 3}) and appropriate nonconstancy hypotheses on f. In Section 18 we develop a rather different method to study sublevel set inequalities for nonconstant coefficients a j , in the special case in which the mappings φ j are all linear. In Section 20 we construct an example, based on multiprogressions of rank greater than 1, concerning one of the simplest possible vector-valued sublevel set inequalities.
In most of the paper, we assume phase functions and mappings φ j to be real analytic, rather than merely infinitely differentiable. This is done primarily because hypotheses can be formulated more simply in the C ω case, with its dichotomy between functions that vanish identically, and those that vanish to finite order.
There are connections between the results and methods in this paper, a much earlier work of Bourgain [9], and recent works of Peluse and Prendiville [10], [11], [12] and of Krause, Mirek, Peluse, and Wright [13] involving quantitative nonlinear analogues of Roth’s theorem, cut norms, and degree reduction. See also [14] for an exposition of some of these ideas.
The principal results of this paper were first announced in Ref. [15]. The techniques employed here have been further developed and applied in several sequels, jointly with Durcik and Roos [16] in work on multilinear singular integral operators, with Durcik, Kovač, and Roos [17] in work on averages associated to
The author is indebted to Zirui Zhou for corrections and useful comments on the exposition, to Philip Gressman for a useful conversation, and to Terence Tao for pointing out the connection with the works of Bourgain, Peluse, and Prendiville. He thanks Craig Evans for serendipitously acquainting him with related work of Joly, Métivier, and Rauch [20], and for stimulating discussion.
1.4 Dedication
This paper is dedicated to Robert Fefferman. In the Fall of 1977, the author, as a beginning PhD student, attended Professor Fefferman’s course on harmonic analysis and singular integral operators at the University of Chicago. The brilliance of the lectures, the depth of the lecturer’s insight, his passion for ideas, and his kind encouragement inspired this pupil, laying a firm foundation within a few months for a career that has extended over nearly half a century, and continues. I was, am, and will remain deeply grateful.
2 Examples
In all of the examples of this section, and most of the main results of this paper, d = 1. B is often replaced by [0, 1]
J
, so
Example 2.1
[21]. For |J| = 3 and ϕ(x 1, x 2, x 3) = x 2(x 1 + x 3), the inequality (1.4) holds with γ = 1. To justify this, write
where
This gives
However, for ϕ = x
1
x
2 + x
2
x
3, the situation changes if
This example will illustrate a subtle point regarding the necessity of hypotheses in some of our main results, below.
A more systematic analysis of examples related to this one has been carried out by Gressman and Urheim [22].
Example 2.2.
More generally, consider
where η is a C ∞ function supported in a small neighborhood of 0, satisfying η(0) ≠ 0. If τ is a sufficiently large constant, depending on ϕ but not on λ, and if η is supported in a sufficiently small neighborhood of 0, then by the method of stationary phase, for a certain constant c ≠ 0, as λ → +∞,
uniformly for all x
n
in some neighborhood V of 0 independent of λ. Choose f
n
(x
n
) to vanish outside of V and to be equal to
for each x
n
∈ V. Thus
Example 2.3.
For any n ≥ 3, the exponent γ = (n − 1)/2 is realized for
This follows from the same reasoning as for n = 3.
Example 2.4.
For ϕ(x
1, x
2, x
3) = x
1
x
2 + x
2
x
3 + x
3
x
1, the optimal exponent is
This example, contrasted with ϕ = x 1 x 2 + x 2 x 3, for which the optimal exponent is 1, demonstrates that enlarging the set of monomials that occur with nonzero coefficients can cause the optimal exponent γ to decrease, in contrast to the theory for a restricted range of parameters developed in Refs. [2], [3].
Example 2.5.
More generally, for any parameter r > 0, the optimal exponent is
Thus the optimal exponent is not lower semicontinuous with respect to ϕ. This also suggests that the exponent γ = (n − 1)/2 is rarely attained.
Example 2.6.
For ϕ(x) = x
1
x
2
x
3, the exponent
Example 2.7.
ϕ(x) = (x 1 + x 2)x 3. This is merely Example 2.1, with the indices 1, 2, 3 permuted. Thus we have already observed that the inequality (1.4) holds with γ = 1. Here we reexamine that example from an alternative perspective. Integrating with respect to x 3 leads to
where F
3 depends on λ and satisfies
Example 2.8.
Consider ϕ(x) = x 3 φ(x 1, x 2) + ψ(x 1, x 2) where ψ is a polynomial and (x, y) ↦ φ(x, y) is a linear function that is a scalar multiple neither of x 1 nor of x 2. The same analysis as above leads to λ −1/2 multiplied by
with
Then according to an inequality of Li-Tao-Thiele and the present author [5], the integral (2.1) satisfies an upper bound of the form
Moreover, the analysis of [5] implicitly proves that this bound holds uniformly for all sufficiently small perturbations of φ, ψ.
Example 2.9.
Consider
with
Example 2.10.
Let ϕ(x, y) = x 2 y − xy 2, or more generally, any homogeneous cubic polynomial that is not a linear combination of x 3, y 3, (x + y)3. Then
holds for
3 Nondegeneracy and curvature
For convenience we sometimes integrate over [0, 1]3, rather than over a ball. The two formulations are often equivalent, by straightforward arguments involving partitions of unity and expansion of cutoff functions in Fourier series, resulting in unimodular factors that can be absorbed into the functions f j .
Thus we study functionals
with
We assume throughout the discussion that λ is positive (as may be achieved by complex conjugation if λ is initially negative) and that λ ≥ 1. For this situation, none of the results in Refs. [2], [3] yield any exponent γ strictly greater than
In results of this type, ϕ may be regarded as an equivalence class of functions. If
since each function f
j
can be replaced by
The examples in Section 2 suggest a notion of degeneracy for phases ϕ. Write π j (x 1, x 2, x 3) = x j .
Definition 3.1.
Let
In this definition, H may be defined merely in some small nonempty open subset of U.
Definition 3.2.
If (3.3) holds, then the Hessian matrix of
Example 3.3.
ϕ(x) = x
1
x
2 + x
2
x
3 + x
3
x
1 is rank one degenerate on the hypersurface H defined by x
1 + x
2 + x
3 = 0. Indeed, choosing
More generally, for r ≠ 0, the rank one degenerate phases ϕ
r
(x) = x
1
x
2 + x
2
x
3 + rx
3
x
1 are equivalent to phases
Example 3.4.
Let
Proposition 3.1.
If ϕ ∈ C
ω
is rank one degenerate on a hypersurface H, then the inequality (1.4) cannot hold for any γ strictly greater than
Proof.
If the Hessian of ϕ does not vanish identically on H then there exists a relatively open subset
Example 3.5.
For any multi-index
We will also study integrals of the form
with
The concepts of a 3-web, and its curvature, are relevant here. A 3-web in
Associated to a 3-web on an open set U is its curvature, a real-valued function with domain U defined by Blaschke, and discussed in Ref. [20] and references cited there. This curvature vanishes at a point x
0 if and only if there exist smooth functions
If φ
j
(x) = x
j
for j = 1, 2, then a web defined by (φ
j
: j ∈ {1, 2, 3}) has curvature identically zero in an open set if and only if the ratio
If there exist f
j
such that F vanishes identically in a neighborhood of x
0 then necessarily
We say that (φ
j
: j ∈ {1, 2, 3}) is equivalent to a linear system if there exist C
ω
real-valued functions H
j
, each with derivatives that do not vanish identically in any neighborhood of φ
j
([0, 1]2), satisfying
If ∇φ j , ∇φ k are linearly independent at x 0 for each pair of distinct indices j ≠ k, then the curvature of the 3-web defined by (φ j ) vanishes identically in a neighborhood of x 0 if and only if (φ j : j ∈ {1, 2, 3}) is equivalent to a linear system in a neighborhood of x 0.
The following lemma connects two notions of curvature/nondegeneracy, and will be used in the proof of Theorem 4.2.
Lemma 3.2.
Suppose that in some nonempty open subset
Proof.
Write φ
i
= ∂φ/∂x
i
for i = 1, 2. Suppose that
If
4 Formulations of some results
4.1 First main theorem
The first main result of this paper is concerned with multilinear expressions
We restrict attention here to three functions
Theorem 4.1.
Let ϕ be a real analytic, real-valued function in a neighborhood U of [0, 1]3. Suppose that ϕ is not rank one degenerate on any hypersurface in U. Suppose that for each pair of distinct indices j ≠ k ∈ {1, 2, 3},
uniformly for all functions
The condition that a single partial derivative
uniformly in x 3 [1]. Consequently
The content of Theorem 4.1 is the improvement, with appropriate norms on the right-hand side, of the exponent beyond this benchmark
The set of all ϕ that satisfy the hypotheses of Theorem 4.1 is nonempty, and is open with respect to the C 3 topology. The set of all 3-jets for ϕ at x 0 that guarantee validity of the hypotheses in some small neighborhood of x 0 is open and dense. Moreover, its complement is contained in a C ω variety of positive codimension in the space of jets. This is shown in Section 15.
The theorem is not valid for C
∞ phases ϕ as stated. If ϕ were merely C
∞, then ϕ could vanish to infinite order at a single point, without any equivalent phase
The norms appearing on the right-hand side of (4.2) are L
2 norms, rather than L
∞. Thus phases that satisfy the hypotheses of the theorem enjoy stronger bounds on L
2 × L
2 × L
2 than does the example ϕ(x) = x
3(x
1 + x
2), which attains the largest possible exponent, γ = 1, on L
∞ × L
∞ × L
∞, but only
We believe that under the rank one nondegeneracy hypothesis, the conclusion holds if one of the three mixed second partial derivatives vanishes nowhere, but the other two are merely assumed not to vanish identically. Theorem 4.4, below, supports this belief. A partial result in this direction has been obtained by Zhou [8].
Functions associated to ϕ by solutions of certain implicit equations arise naturally in our analysis, so it is not natural to restrict attention to polynomial phases in the formulation of the theorems, as is done in some works on oscillatory integral inequalities. Example 2.6 also demonstrates that for polynomial phases, it is not always natural to restrict to polynomial functions h j in formulating the equivalence relation between phases or the notion of rank one degeneracy.
4.2 Second main theorem
Oscillatory factors do not appear explicitly in the formulation of our second main result, which is concerned with conditions under which the integral of ∏
j∈J
(f
j
◦φ
j
) is well-defined. If η ∈ C
0 has compact support in
For p ∈ (1, ∞) and
Question 4.1.
Let J be a finite index set. Let
for all functions f j ∈ C 1(φ j (U))?
The answer is negative without further hypotheses. In particular, it is negative whenever all φ j are linear. But inequalities (4.3) do hold under suitable conditions, as expressed by our second main theorem.
Theorem 4.2.
Let φ
j
∈ C
ω
for each j ∈ {1, 2, 3}. Suppose that for every pair of distinct indices j ≠ k ∈ {1, 2, 3}, ∇φ
j
and ∇φ
k
are linearly independent at x
0. Suppose that the curvature of the web defined by (φ
1, φ
2, φ
3) does not vanish at x
0. Then there exist
The assumption that f ∈ L
3/2 guarantees absolute convergence of the integral. The particular instance of Theorem 4.2 with the ordered triple
In this paper, we derive Theorem 4.2 as a straightforward consequence of a variant of Theorem 4.1, illustrating the relationship between the two theorems. The validity of the inequality (4.2) for some exponent strictly greater than
It is significant that the deduction relies on the appearance of L
2 norms, rather than merely L
∞ norms, on the right-hand side of (4.2). The tuple Φ = (φ
1, φ
2, φ
3) = (x
1, x
2, x
1 + x
2) illustrates this relatively delicate distinction. Being linear, Φ does not satisfy the inequality (4.4). When the analysis used below to reduce Theorem 4.2 to (4.2) is applied to it, the phase that arises is ϕ(x
1, x
2, x
3) = x
3(x
1 + x
2). This is Example 2.1, for which the L
∞ inequality holds with γ = 1, but the L
2 inequality (4.2) holds only for
This paper is organized so that Theorem 4.2 is proved along with related results, including Theorems 4.1 and 4.4. A more direct and somewhat simpler proof of Theorem 4.2 can be extracted from the discussion; see [18], where the auxiliary hypotheses are relaxed; det(∇φ j , ∇φ k ) and the curvature of the web are allowed in that extension to vanish on analytic varieties of positive codimension.
4.3 Third main theorem
Our third main result is concerned with functionals of the form
with both explicit oscillatory factors eiλψ
and mappings
Theorem 4.3.
Let
Then there exist δ > 0 and C < ∞ satisfying
If for each j ≠ k, det(∇φ j , ∇φ k ) vanishes nowhere on [0, 1]2, then
If the Jacobian determinant of x ↦ (φ
j
(x), φ
k
(x)) vanishes nowhere for each pair of distinct indices j, k, then
For linear mappings φ j , two different generalizations of this inequality were proved by Li, Tao, Thiele, and this author [5]. For this linear case, and for any tuple (φ j : j ∈ {1, 2, 3}) reducible to a linear tuple by a change of variables, Theorem 4.3 is a special case of results obtained in that work. While the method of analysis in Ref. [5] exploited linearity of φ j , in Section 16 we sketch an alternative proof of one of the two main results of Ref. [5] by the method developed here, which allows an extension to the nonlinear case.
Example 4.2.
For (φ
1, φ
2, φ
3) = (x
1, x
2, x
1 + x
2) and
4.4 Variants and extensions
We next formulate a result for the special case in which ϕ is an affine function of x 3; thus ϕ(x) = x 3 φ(x 1, x 2) + ψ(x 1, x 2).
Theorem 4.4.
Let J = {1, 2, 3} and d = 1. Let φ, ψ be real-valued real analytic functions defined in a neighborhood of [0, 1]2. Define
Suppose that ∂φ/∂x 1 and ∂φ/∂x 2 vanish nowhere on [0, 1]2. Suppose that there exists no nonempty open subset of [0, 1]2 in which ψ can be expressed in the form
for C
ω
functions h
j
. Then there exist
uniformly for all functions
An example for which the conclusion (4.11) fails to hold is (φ, ψ) = (x
1 + x
2, x
1
x
2). This datum violates the hypothesis (4.10), since
Theorem 4.4 is not quite a special case of Theorem 4.1, because the hypotheses of the latter need not be satisfied; it is not assumed in Theorem 4.4 that
The next result combines an explicit oscillatory factor with negative order Sobolev norms of the factors f j in the context of Theorem 4.2.
Theorem 4.5.
Consider S
λ
with J = {1, 2, 3}, d = 1, and D = 2. Let φ
j
∈ C
ω
for each j ∈ {1, 2, 3}. Suppose that for any two indices j ≠ k, ∇φ
j
and ∇φ
k
are linearly independent at every point. Suppose that there exist no nonempty open subset U ⊂ (0, 1)2 and C
ω
functions
Suppose also that (φ
1, φ
2, φ
3) is not equivalent to a linear system in any nonempty open set. Then for each
The proofs of these theorems are organized as follows. We begin the proofs with Theorem 4.4, reducing it in Section 5 to a special bandlimited case of Theorem 4.3. We then treat that bandlimited case in Sections 6–8 and 10.
Theorem 4.1 is proved in Sections 11 and 12 by elaborating on that analysis. In Section 13 we complete the proof of Theorem 4.3, and derive Theorems 4.2 and 4.5 from the same methods and results. In Section 14 we enunciate and prove extensions to a more general framework considered by Joly-Métivier-Rauch [20], in which the condition that the factors f j be constant along leaves of foliations is relaxed to mild smoothness along those leaves. Section 15 contains remarks concerning the hypotheses, demonstrating that these are satisfied generically, in an appropriate sense.
5 First reductions
We begin by showing how Theorem 4.4 follows from a bandlimited case of Theorem 4.3. Let (φ, ψ) satisfy the hypotheses of Theorem 4.4. There are two cases, depending on whether or not φ can be expressed in the form
with H, h
1, h
2 ∈ C
ω
. If φ does take the form (5.1) then a C
ω
change of variables with respect to x and to y, together with replacement of φ by
Integrate with respect to x 3 to reexpress
with
with S λ defined in terms of the phase function ψ, and with the ordered triple of mappings
The hypotheses of Theorem 4.4 ensure that the hypotheses of Theorem 4.3 are satisfied by (ψ, φ
1, φ
2, φ
3), including the strong transversality condition that ∇φ
j
, ∇φ
k
are linearly independent at every point for any two distinct indices j, k. Therefore the conclusion of Theorem 4.4 for
The function F 3 is |λ|-bandlimited, that is, its Fourier transform was supported in [−|λ|, |λ|]. Thus this proof relies only on this bandlimited case of Theorem 4.3.
In the following sections we will establish the conclusion of Theorem 4.3 in the O(|λ|)–bandlimited case, thus completing the proof of Theorem 4.4. The general case of Theorem 4.3 will be treated later, in Section 13. Theorem 4.4 will be used in the proof for the general case, but our treatment of the bandlimited case of Theorem 4.3 will not rely on Theorem 4.4, so the reasoning will not be circular.
We begin the proof of Theorem 4.3, for general (ψ, φ 1, φ 2, φ 3) satisfying its hypotheses, without any bandlimitedness hypothesis for the present. Thus it is given that for each j ≠ k ∈ {1, 2, 3}, ∇φ j , ∇φ k are linearly independent on the complement of a analytic variety of positive codimension. If (φ j : j ∈ {1, 2, 3}) is equivalent to a linear system, then the conclusion (4.7) holds. Indeed, suppose that ∑ j H j ◦φ j ≡ 0. Supposing initially that the derivatives of H j vanish nowhere, the change of variables x ↦ (H 1◦φ 1(x), H 2◦φ 2(x)) reduces matters to the case in which φ j (x) ≡ x j for j = 1, 2. In these new coordinates, φ 3(x) = −x 1 − x 2, so the three mappings φ j constitute a linear system. The nondegeneracy hypothesis for ψ is diffeomorphism-invariant, so continues to hold. For this situation, with linear mappings φ j , the conclusion (4.7) was established in Ref. [5].
In the more general case in which derivatives of the C
ω
mappings
We claim further that in order to prove Theorem 4.3, it suffices to treat the special case in which φ
j
(x
1, x
2) ≡ x
j
for j = 1, 2,
Next, make the change of variables x = (x 1, x 2) ↦ ϕ(x) = (φ 1(x), φ 2(x)), which is a local diffeomorphism because of the nonvanishing Jacobian condition. Replace φ 3 by φ 3◦ϕ −1, replace φ j (x) by x j for j = 1, 2, and replace ψ by ψ◦ϕ −1. The hypotheses of Theorem 4.3 continue to hold for this new system of data. ϕ([0, 1]2) is no longer equal to [0, 1]2, but is contained in a finite union of rectangles, in each of which the hypotheses of the theorem hold after affine changes of variables.
This change of variables introduces a Jacobian factor, which is a function of x rather than of individual coordinates. This Jacobian can be expanded into a Fourier series, expressing it as an absolutely convergent linear combination of products of unimodular functions of the individual coordinates. These factors can be absorbed into the functions f j . The case in which (φ j : j ∈ {1, 2, 3}) is equivalent to a linear system has already been treated.
Write
Definition 5.1.
Let λ ∈ (0, ∞) and
Sections 6–8 and 10 are devoted to the proof of the following lemma.
Lemma 5.1.
Suppose that φ j (x j ) ≡ x j for j = 1, 2, that φ 3(x 1, x 2) is not expressible in the form h 1(x 1) + h 2(x 2), and that ψ is not expressible in the form (4.6). Then there exist N, C, δ such that for all f and every λ ≥ 1,
Conclusion of proof of Theorem 4.4.
Consider
for a certain f which satisfies f
j
= g
j
for j = 1, 2,
We may assume without loss of generality that λ > 0, by replacing ψ by −ψ if λ is initially negative. Since f 3 is λ-bandlimited, we may express f 3 = P λ (f 3), where P λ are linear smoothing operators that satisfy
uniformly for all q ∈ [1, ∞] and λ > 0, for each k ∈ {0, 1, 2, …}. Thus
uniformly for all λ > 0 and f ∈ L ∞.
The hypothesis that ∂φ/∂x 1 does not vanish leads immediately to an upper bound
and interchanging the roles of the coordinates gives a bound
by Lemma 5.1. By (5.4), this completes the proof of Theorem 4.4, modulo proving Lemma 5.1. □
6 Microlocal decomposition
We decompose each f
j
in phase space into summands that are essentially supported in rectangles of dimensions (λ
−1/2, λ
1/2) in
For ν = (m
1, m
2) let
Let σ ∈ (0, 1] be a small quantity to be chosen at the very end of the analysis. For each interval I
m
, decompose
with g
j,m
, h
j,m
identically zero outside of
while
Decompositions of this type were used by the author and J. Holmer, in unpublished work circa 2009, to prove upper bounds for certain generalizations of twisted convolution inequalities.
This is achieved by expanding f j η m into Fourier series
with coefficients c
n
that depend also on the indices j, m. Define g
j,m
to be the sum of all terms with
Define
For j = 3, this construction is modified in order to exploit the bandlimited character of f 3. Let ρ > 0 be another small parameter.[3] It follows from N-fold integration by parts that
If N is chosen to satisfy N ≥ ρ −1, it follows that
Therefore the frequencies ξ 3,m,k defined above satisfy
Moreover, if N is chosen sufficiently large as a function of ρ, then the contribution made to h 3 by all terms b 3,m,k eikx with |k| ≥ λ 1+ρ has L 2 norm O(λ −1). Define F 3 to be the sum of all of these terms. Then f 3 is decomposed as
with
with g 3, h 3 enjoying all of the properties indicated above for j = 1, 2, and with the supplementary bandlimitedness property
for all frequencies n appearing in terms η m (x)b 3,m,n einx , as well as for all frequencies ξ 3,m,k .
7 Local bound
Recall that
Let
Lemma 7.1.
Let ρ > 0 be a small auxiliary parameter. Let f j be functions of the form
with
Proof.
For i = 1, 2 we write φ
i
, ψ
i
as shorthand for ∂φ/∂x
i
, ∂ψ/∂x
i
, respectively. Write ν = (m
1, m
2), and recall that z
ν
denotes the center of
Let
Consider
The net phase function in this integral is
whose gradient is
If
then
Indeed, if (7.5) holds then
This holds because the function λψ
1 varies by at most O(λ ⋅ λ
−1/2) over
Now writing
For any n = (n
1, n
2, n
3) there is the trivial bound
For each n 1, there are O(λ 2ρ ) pairs (n 2, n 3) for which ξ = πλ 1/2 n fails to satisfy (7.5). This follows from the form of ∇Φ and the assumption that both partial derivatives φ 1, φ 2 are nowhere vanishing. The same holds with the roles of n 1, n 2, n 3 permuted in an arbitrary way. Since the total number of all tuples (m, n) is O(λ 3+2ρ ), the conclusion of the lemma follows directly from these facts by invoking (7.6) with K sufficiently large. □
8 Reduction to sublevel set bound
Let f
1, f
2 be decomposed as f
j
= g
j
+ h
j
as in (6.1), (6.2), and let f
3 have the modified form f
3 = g
3 + h
3 + F
3 of (6.5), with the restriction (6.4). Then
In the same way,
so that
Thus matters are reduced to the analysis of S λ (g 1, g 2, g 3).
To complete the proof, we analyze functions of the special form
with each
For each index j, g
j
is expressed as a sum over k
j
∈ {1, 2, …, N} of functions G
j
of the form (8.4), multiplied by
with the sum extending over (k 1, k 2, k 3) ∈ {1, 2, …, N}3, so that there are N 3 summands.
We will prove:
Lemma 8.1.
There exist τ 0 > 0 and C < ∞ such that for all functions of the form (8.4) satisfying also (8.5),
uniformly for all real λ ≥ 1.
Taking Lemma 8.1 for granted for the present, we can now complete the proof of Theorem 4.3 in the O(|λ|1+ρ )-bandlimited case, and hence the proof of Theorem 4.4. Applying Lemma 8.1 to each of the N 3 summands in (8.6) yields
In all,
where C < ∞ depends only on φ, ψ and the auxiliary parameters σ, ρ > 0. The exponent σ remains at our disposal, while ρ may be taken to be arbitrarily small. Choosing σ = τ 0/7 gives
for every τ < τ 0/7. □
We next reduce Lemma 8.1 to a sublevel set bound. Let G
j
have the above form for j ∈ {1, 2, 3}. By decomposing G
3 as a sum of O(1) subsums, we may assume that for each ν = (m
1, m
2) there exists at most one index m
3 = m
3(ν) for which the product
For ν = (m 1, m 2) and for m = (m 1, m 2, m 3(ν)), for each (x 1, x 2) ∈ Q ν define
Decompose S λ (G 1, G 2, G 3) as
with ν, m = (m 1, m 2, m 3) related as above. This sum is effectively taken over either a single index m 3 = m 3(ν), or over an empty set of indices m 3. Indices ν of the latter type may be dropped.
For each remaining ν, the integral in (8.11) is O(λ −K ) for every K unless |∇Φ ν (z ν )| ≤ λ 2ρ λ 1/2.
Definition 8.1.
The sublevel set
The contribution of each such Q
ν
to S
λ
(G
1, G
2, G
3) is
To complete the proof of Lemma 8.1 and hence the proofs of Theorems 4.3 and 4.4, it suffices to show that there exists τ 0 > 0 such that
uniformly in all possible choices of functions
The main hypothesis of Theorem 4.3 – the nonexistence of C ω solutions (h j : 1 ≤ j ≤ 3) of the relation ψ = ∑ j (h j ◦φ j ) – has not yet been invoked, except in the special case in which (φ j : 1 ≤ j ≤ 3) is equivalent to a linear system. This hypothesis is a necessary condition for validity of the conclusion. Thus the inequality (8.13) is a central element of the analysis. It is proved in Section 10.
9 Interlude
A connection between oscillatory integral bounds of the form
where Θ(λ) → 0 as |λ| → ∞, and bounds for Lebesgue measures of sublevel sets
of the form
where θ(ɛ) → 0 as ɛ → 0+ with θ(ɛ) independent of (g
j
), is well known. The former implies the latter: Fix an auxiliary compactly supported C
∞ function
with
and invoking (9.1) gives (9.3).
The analysis in this paper proceeds primarily in the opposite sense, using sublevel set bounds to deduce bounds for oscillatory integrals. However, the sublevel sets that arise here are variants of those defined by (9.2), in which ∇ψ appears, rather than ψ itself. The reasoning in the preceding paragraph is elaborated in 17 to establish an inverse theorem, roughly characterizing tuples
Sublevel set bounds of the type (9.3), with
10 Proof of a sublevel set bound
Continue to denote by φ
j
, ψ
j
the partial derivatives of φ, ψ with respect to x
j
for j = 1, 2, respectively. The following lemma is essentially a restatement of the desired bound
and
Lemma 10.1.
Let (φ, ψ) satisfy the hypotheses of Theorem 4.3. Suppose that the ordered triple of mappings (x
1, x
2) ↦ (x
1, x
2, φ(x
1, x
2)) is not equivalent to a linear system. Then there exist C < ∞ and ϱ > 0 with the following property. Let h
j
be real-valued Lebesgue measurable functions, and let ɛ ∈ (0, 1]. Let
Then
The upper bound (8.13) for the measure of the set
The proof of Lemma 10.1 relies on the next lemma, which should be regarded as being well known, though it is more often formulated only for the special case of families of polynomials of bounded degree, rather than for general finite dimensional real analytic families of real analytic functions. We write F ω (x) = F(x, ω).
Lemma 10.2.
Let Ω be a compact topological space, let
Proof.
A simple compactness and slicing argument reduces matters to the case in which D = 1 and K has a single element. A proof for that case is implicit in proofs of van der Corput’s lemma concerning one-dimensional oscillatory integrals, for instance in Refs. [4], [27]. For a derivation as a corollary of bounds for oscillatory integrals, see [6], page 14. □
The following simple result will be used repeatedly.
Lemma 10.3.
Let (X, μ) and (Y, ν) be probability spaces. Let λ = μ × ν. Let E ⊂ X × Y satisfy λ(E) > 0. Define
There exists y 0 ∈ Y such that
Proof.
Since
one has
Consider
which satisfies
The stated conclusion now follows from Fubini’s theorem. □
Proof of Lemma 10.1.
There is a C ω function κ 1(x, t) satisfying
The hypothesis that ∂φ/∂x 2 vanishes nowhere implies that uniformly for all Lebesgue measurable sets A, |{(x, t): (x, κ 1(x, t)) ∈ A}| is comparable to |A|. Likewise, there exists κ 2 satisfying
with |{(y, t): (κ 2(t, y), y) ∈ A}| comparable to |A| for all measurable A.
Define
For
It follows immediately from (10.2) that |h 1(x)| and |h 2(y)| are O(2 k ) whenever (x, y) ∈ E k . We will show that |E k | = O(2−kϱ ɛ ϱ ). Summation with respect to k then yields (10.3).
Consider first E 0. Define
By Lemma 10.3, there exists t 0 such that the set
satisfies
Define α = h 3(t 0). By definition of E 0, α ∈ [−1, 1]. For every (x, t) ∈ E 0,
Define
For any
by (10.6), the inequality
and the triangle inequality.
The function
one has
Repeating this reasoning with the roles of the two coordinates x, y interchanged and with E
0 replaced by
The condition that (x, y) ∈ E 0 directly provides an upper bound |h 3(φ(x, y))| ≤ 1. It also implies upper bounds for |h j (x, y)| ≤ C < ∞ for j = 1, 2 via the inequalities (10.2) and the assumption that ɛ ≤ 1.
A third iteration of this reasoning yields a set
for some parameters s ∈ [0, 1] and
for all
Define
Let
There exist no real-valued functions
on [0, 1]2. For if there were, then defining H
j
to be an antiderivative of
contradicting the nondegeneracy hypothesis on (φ, ψ). Therefore for any (s, α), the function F
(s,α) does not vanish identically as a function of (x, y) ∈ [0, 1]2. Lemma 10.2 can now be applied to conclude that
for another constant C′ < ∞. This completes the analysis of E 0.
The same analysis yields an upper bound of the form |E
k
| ≤ C2−kϱ
ɛ
ϱ
, uniformly for all k > 0. Indeed, define
for all (x, y) ∈ E k .
Compactify by considering the system of inequalities
for arbitrary r ∈ [0, 1] and ɛ′ ∈ [0, ɛ 0]. We may assume that ɛ 0 is as small as desired.
The situation differs from the analysis of E 0 in one respect: for (x, y) ∈ E k ,
The lower bound, of which we had no analogue in the analysis of E 0, will be crucial below.
By repeating the above reasoning, we find that if h
j
satisfy (10.17) and (10.18) on some set
for all
There exists no solution
For r ≠ 0, this follows from the same reasoning as given above for r = 1 in the analysis of E 0. For r = 0, the simplified system
admits no solutions with h
3 vanishing nowhere. For if there were such a solution, defining H
j
to be an antiderivative of
If
By the same reasoning as in the case k = 0, it follows that
This completes the proof of Theorem 4.3 in the |λ|1+ρ -bandlimited case, and hence also completes the proof of Theorem 4.4.
11 Proof of Theorem 4.1
In the deduction of Theorems 4.4 from 4.3, we were able to immediately gain a factor of |λ|−1/2 upon integration with respect to x 3, reducing matters to a self-contained situation in which a supplementary factor of |λ|−δ was to be gained. In the framework of Theorem 4.1, the analysis does not split cleanly into two separate steps.
Let
We will show that this modified form satisfies the indicated upper bound as λ → +∞.
It suffices to prove the conclusion (4.2) with
uniformly for all x 3. Therefore
Therefore by interpolation, it suffices to establish the conclusion with
Write e
ξ
(x) = eiξx
. There exists a constant A depending only on ϕ and on the choice of
for every N < ∞ and every λ ≥ 1. This is proved by writing
and integrating by parts N times with respect to x
1 while holding x
2, x
3 fixed. The same holds with the role of x
1 taken by x
2 or x
3. As a consequence, it suffices to analyze
Suppose that each function f
j
satisfies
with
Decompose f j = g j + h j + F j where F j is the sum of those terms with |k| > λ 1/2 λ ρ , h j is the sum of those terms with |k| ≤ λ 1/2 λ ρ and |a j,m,k | ≤ λ −σ , and g j is the sum of all remaining terms. From the O(λ)-bandlimitedness condition of the preceding paragraph, it follows that
Expand
with
whose partial derivatives satisfy
For any (m, k),
A tuple of indices (m, k) is said to be nonstationary if
and otherwise is said to be stationary. For any nonstationary (m, k), repeated integration by parts gives
The total number of ordered pairs (m, k) is
For each (m 1, m 2, k 1) there are at most O(λ ρ ) values of m 3 that satisfy
with the standing notation m = (m
1, m
2, m
3). The condition (11.12) is independent of k
2, k
3, since
Likewise, for any (m
1, m
2, k
1, m
3), there are most O(λ
ρ
) values of k
2 for which
Decompose
for every N < ∞, with the inner sums over m 3, k 2, k 3 extending only over those indices such that (m, k) is stationary. Thus
with the inner sum taken only over those (k 1, k 2) for which there exist m 3, k 3 such that (m, k) is stationary.
For each (m
1, m
2, k
1), at most O(λ
2ρ
) indices k
2 appear in this sum. Likewise, for each (m
1, m
2, k
2), at most O(λ
2ρ
) indices k
1 appear. For each j, m
j
, the sequence
which is O(λ −1/2 λ Cρ−σ ) + O(λ −N ) since there are O(λ 2/2) ordered pairs (m 1, m 2). The conclusion is that
Repeating this reasoning with indices permuted gives
and after one more repetition,
where each component of g = (g
1, g
2, g
3) satisfies (11.2) with at most O(λ
2σ
) nonzero coefficients
It remains to treat
12 Sublevel set analysis for Theorem 4.1
Write
Lemma 12.1.
Suppose that for every distinct pair of indices j ≠ k ∈ {1, 2, 3}, the mixed partial derivative
satisfies
Here we seek a bound with an exponent strictly greater than 1, whereas in Lemma 10.1 above, we merely sought an exponent greater than 0. Invoking Lemma 12.1 with ɛ = λ −1/2 λ Cρ , for ρ sufficiently small relative to δ, completes the proof of Theorem 4.1.
We may assume that h
j
(x
j
) belongs to the range of ∇
j
ϕ for each index j. By the implicit function theorem together with the hypothesis
Differentiating this equation with respect to x 2 gives
Therefore since
Define
Thus for each x 1, x 2 ↦ κ(x 1, x 2) is a C ω function that satisfies
This function of x
2 is drawn from a compact family of C
ω
functions that is specified in terms of ϕ and is parametrized by (x
1, t) with x
1 ∈ [0, 1] and
Write
Define
with the convention y 3 = κ(y) and with C 0 a sufficiently large constant. Then
Define
Then
Define
Then
whence
In order to complete the proof of Lemma 12.1, it remains only to show that
Lemma 12.2.
Suppose that ϕ ∈ C
ω
is not rank one degenerate. Suppose that for every pair of distinct indices j ≠ k,
Proof.
The first step is to replace h
2 by a C
ω
function, drawn from a compact family specified in terms of ϕ alone. There exists a set
Therefore the subset
By Fubini’s theorem, there exists
Consider the relation
In the preceding two paragraphs, the roles of the variables y
1 and y
2 can be interchanged, since the definition of
Return to the equation ∇1
ϕ(x
1, x
2, κ(x
1, x
2)) = h
1(x
1), restricted now to
κ was defined by the relation ∇1 ϕ(x 1, x 2, κ(x 1, x 2)) − h 1(x 1) = 0. Differentiating this equation with respect to x 2 gives
Since
defines a C
ω
function
The relation
can be rewritten with the aid of
Therefore h 3 can likewise be replaced by a C ω function drawn from an appropriate compact set.
We have thus shown that under the hypotheses of Lemma 12.1, there exist
With this analyticity in hand, Lemma 10.2 gives
with x
3 = κ(x
1, x
2), identically in [0, 1]2. If such h
j
, κ do exist, then for each index j, define H
j
to be an antiderivative of h
j
. Define
The equations (12.12) imply that
Therefore
13 Completion of proofs of Theorems 4.3, 4.5, and 4.2
Conclusion of proof of Theorem 4.3 in the general case.
This theorem has been reduced to the situation in which (φ
1, φ
2, φ
3)(x
1, x
2) = (x
1, x
2, φ(x
1, x
2)) and in which (φ
1, φ
2, φ
3) is not equivalent to a linear system. In that situation, we denote the multilinear form under investigation by
Moreover, this subcase has been treated above, under a supplementary bandlimitedness hypothesis on f
3. Therefore by choosing τ to be a positive integral power of 2 and summing, it suffices to analyze
Assume that
under this hypothesis, finally completing the proof of Theorem 4.3 in its general case.
By Plancherel’s theorem and an affine change of variables, we may express
with
Thus
with
The factor τ
−1
λ is
If ψ is any C
ω
function and the partial derivatives
with C < ∞ and
This nonvanishing hypothesis can be weakened; it suffices to assume that the partial derivative does not vanish identically on any open set. Ineed, we have already implicitly proved a more quantitative result, namely an upper bound of the form
for some N, C < ∞ provided that φ, ψ lie in some compact (with respect to the C 3 norm) family of C ω functions.
Let ɛ
0 be a sufficiently small positive number, depending only on φ, ψ. Partition a neighborhood of the support of the cutoff function η into squares of sidelengths
Conclusion of proof of Theorem 4.5.
The roles of the indices 1, 2, 3 in Theorem 4.3 can be freely permuted by making changes of coordinates (x
1, x
2) ↦ (x
1, φ(x
1, x
2)) and ↦(x
2, φ(x
1, x
2)). Therefore the roles of the three functions can be freely interchanged in (13.1). Theorem 4.5 is an immediate consequence for p = 2. For
Proof of Theorem 4.2.
It suffices to analyze the case in which two functions are in L 2 and one is in a negative order Sobolev space, that is, to prove that
A simple interpolation then completes the proof.
By introducing a partition of unity and making local changes of coordinates, we may reduce matters to the case in which φ(x) = x
i
for i = 1, 2, and φ = φ
3 has a mixed second partial derivative
Express
It suffices to show that for large positive λ, the contribution of the interval τ ∈ [λ, 2λ] is O(λ −δ ) for some δ > 0.
Substituting τ = λx 3, with x 3 ∈ [1, 2], expresses this contribution as a constant multiple of
with
g
i
= f
i
for i = 1, 2, and
According to Lemma 3.2, ψ is not rank one degenerate on the product of the support of η with [1, 2]. Moreover, for any pair of distinct indices j ≠ k ∈ {1, 2, 3},
for some
14 Yet another variant
Let
The weak convergence theorem of Joly, Métivier, and Rauch [20] is concerned with functions that satisfy g j ∈ L 2(U) and X j g j ∈ L 2(U), whereas the results stated above in Section 4 are concerned with the special case in which X j g j ≡ 0. Here we extend the results of Section 4 to this more general situation.
Theorem 14.1.
Let (X
j
: j ∈ {1, 2, 3}) be as above. Suppose that the curvature of the 3-web associated to (X
j
: j ∈ {1, 2, 3}) does not vanish at any point of U. Then for any exponent
Corollary 14.2.
Let (X
j
: j ∈ {1, 2, 3}) be as above. Let
in every relatively compact open subset of U.
To deduce Theorem 14.1 from the results proved above, introduce C
ω
diffeomorphisms
for some M < ∞; we may choose M as large as may be desired.
Expand F j in Fourier series with respect to the second variable:
Then
with N as large as may be desired. Thus we are led to
with
Set η n = ηe n . These functions satisfy
for any K < ∞.
Thus it suffices to invoke a small improvement on Theorem 4.2: under the hypotheses of that theorem, there exists K < ∞ such that
uniformly for all C
K
functions η supported in a fixed compact region in which the hypotheses hold. This can be deduced from the formally more restrictive result already proved, by introducing a C
∞ partition of unity
15 Remarks on the nondegeneracy hypotheses
(1) Phases ϕ that satisfy the hypotheses of Theorem 4.1 exist in profusion. Given a point
is rank one nondegenerate in some neighborhood of
Restrict attention to phases whose mixed second order partial derivatives
Write ϕ
j
for
The vanishing of
in a neighborhood of
Differentiating the first of these relations with respect to x 1 and the second with respect to x 2, and invoking the relation κ 2,1 = κ 1,2, we find that
at (x
1, x
2, κ(x
1, x
2)), for all (x
1, x
2) in a neighborhood of
Equation (15.3) was derived under the assumption that the third coordinate vector does not belong to the tangent space to H at
(2) The hypotheses of Theorem 4.1, taken as a whole rather than individually, are stable with respect to small perturbations of ϕ. Indeed, the hypothesis that all three mixed second partial derivatives are nowhere vanishing is manifestly stable. A phase ϕ satisfying this auxiliary hypothesis is rank one degenerate if and only if there exist C ω functions h j (x j ) such that ∇ j ϕ(x) = h j (x j ) for every x ∈ H, for some piece of C ω hypersurface H ⊂ (0, 1)3.
An exhaustive class of candidate hypersurfaces H can be constructed, in terms of ϕ, as follows. Fix a base point
derived above, with initial condition
For each x
1 in a small neighborhood of
with the initial condition
Once a hypersurface H is specified, the vanishing of the gradient of
If ϕ satisfies the hypotheses of Theorem 4.1, if
(3) The Example 2.5 also demonstrate that the optimal exponent 1 + δ in Lemma 12.1 is not stable with respect to perturbations of ϕ, if the auxiliary hypothesis on the nonvanishing of all three mixed partial derivatives is relaxed.
16 More on integrals with oscillatory factors
Li, Tao, Thiele, and the present author [5] investigated multilinear functionals
with
The method developed above yields an alternative proof of these results, and thus our discussion can be modified to be self-contained, with no invocation of results from [5]. The same method also makes it possible to remove the assumption that d j = 1, as we next show.
Let
is injective.
Theorem 16.1.
Let
Let {φ
j
: j ∈ J} be a family of surjective linear mappings
Then there exist δ > 0 and C < ∞ such that for all
satisfies
This extends Theorem 2.1 of [5], in which it is assumed that d = 1, and that ψ is a polynomial. The polynomial hypothesis is not essential to the proof given in Ref. [5], but the restriction d = 1 is.
The simplest instance of Theorem 16.1 with d > 1 is as follows. Let
Corollary 16.2.
Let d ≥ 2. There exist C < ∞ and γ > 0 such that for all functions f j ∈ L 2,
A variant in which Q was a more general phase function whose mixed Hessian matrix has full rank at every point was treated by the author and J. Holmer in unpublished work, with an optimal exponent γ.
Example 16.1.
Let d = 2 and Q((x 1, x 2), (y 1, y 2)) = x 1 y 2. Then
Proof of Theorem 16.1.
The proof of Theorem 16.1 has the same overarching structure as the analysis developed above for Theorem 4.3. However, one step of the proof of Theorem 4.3 broke down when the mappings φ j were linear, and Theorem 2.1 of [5] was invoked, in a black box spirit, to treat the linear case. Much of the proof of Theorem 16.1 closely follows arguments above and hence will be merely sketched, but we will show in more detail how the problematic step, which arises near the end of the analysis, can be modified to handle linear mappings.
Let ρ > 0 be a small exponent, which will ultimately depend on another exponent σ introduced below, which in turn will depend on an exponent τ in a sublevel set bound (16.17). Assume without loss of generality that λ ≥ 1 and that
with each η m supported on the double of a cube of sidelength λ −1/2 and |η m | + |λ −1/2∇η m | = O(1), and
uniformly in j, m, λ. Decompose f
j
= g
j
+ h
j
+ F
j
where
Write
where
with
While the number of indices m in play is comparable to
uniformly in m, λ. Indeed,
uniformly in m, λ. For each m for which ζ m does not vanish identically, choose z m in the support of ζ m . Integrating by parts sufficiently many times gives
unless
Recalling that
by (16.9), (16.10), and the general position assumption (16.1). Since
for some exponent q > 2. Then
From (16.9) and (16.8), for f j = g j + h j with the properties indicated above, there follows
Therefore, choosing ρ to be sufficiently small relative to σ, it suffices to analyze S λ (g).
The quantity S λ (g) can in turn be expressed as a sum of O(λ Cσ ) terms, in each of which each function g j takes the simple form
with
with
Define
Consider those m that are stationary in the sense that |∇Φ(z
m
)| ≥ λ
ρ
. By (16.10), the sum of the contributions of all such m is O(λ
−N
) for every N < ∞. Therefore in order to complete the analysis, it suffices to show that the number of m for which Φ is nonstationary, is
Let
Here, h
j
takes values in
uniformly for all ɛ ∈ (0, 1] and all functions h j .
Assume temporarily that
If the system of equations
By the same reasoning as developed in the analyses of upper bounds for measures of sublevel sets above, we may conclude that there exist functions of the form H
j
+ r
j
, where
We have reached the point at which the proof of Theorem 4.3 must be augmented in order to treat Theorem 16.1. Let C 0 be some finite constant. If
then the functions
However, it is not true that there exists C
0 such that (16.19) holds. Indeed, if
If ɛ ≤ 1, as we may assume, and if
This follows from the condition
by the triangle inequality, since ∇ψ and H
j
are uniformly bounded. There exist
and
Thus we may replace h
j
by
The less singular case in which
The intermediate conclusion that h
j
= H
j
+ r
j
on a large set, with H
j
uniformly bounded and r
j
constant though not necessarily uniformly bounded, breaks down without the restriction
Conversely, in the context of the preceding paragraph, if ∑
j
G
j
◦φ
j
≡ 0 then each G
j
must be a polynomial of degree at most 2. Thus each g
j
is a polynomial of degree at most 1, though not necessarily constant. This suggests that when
17 A scalar-valued sublevel set inequality
The remainder of this paper is concerned with aspects of sublevel set inequalities. In Section 17 we reverse the flow of our analysis, deducing certain sublevel set inequalities from the oscillatory integral inequalities proved in earlier sections.
Let
The functional equation f(x) + g(y) + h(x + y) = 0, has been widely studied. Its solutions are the ordered triples (f(x), g(y), h(x + y)) = (ax + c 1, ay + c 2, a(x + y) − c 1 − c 2) with a, c 1, c 2 all constant, and no others. Approximate solutions, in a certain sense, have been studied in Ref. [28]. We consider here the more general functional equation
where the mappings φ j need not be linear, and the functions f j are real-valued. We discuss related sublevel sets
associated to ordered triples f of scalar-valued functions. The inequality (17.2) differs from corresponding inequalities studied and exploited in various proofs above in two ways: it is homogeneous rather than inhomogeneous, and it is a single scalar inequality, rather than a system of two scalar inequalities.
We show in this section that Theorem 4.2 has the following implication concerning the nonexistence of nontrivial solutions of the equation (17.1).
Corollary 17.1.
Let
Then
A consequence is that any C ω solution f of (17.1) in any set of positive Lebesgue measure is constant. Indeed, one of the three component functions f j must fail to satisfy the hypothesis (17.3), and hence must be constant in φ j (B) since it is real analytic. Constancy of the other two component functions then follows immediately from the functional equation (17.1). □
A more quantitative statement is as follows.
Corollary 17.2.
Let
for each j ∈ {1, 2, 3}.
In Section 18 we discuss a related inequality for sublevel sets associated to expressions of the form
Returning to the two corollaries formulated above, we will first prove Corollary 17.2, then will indicate how a modification of the proof gives Corollary 17.1. The following lemma will be used.
Lemma 17.3.
Let σ < 0. Let
Proof.
It suffices to treat the case A = 1, since the substitution λ = Aτ reduces the general case to this one.
Let h be a nonnegative Schwartz function satisfying h(y) ≥ 1 for all y ∈ [−1, 1], with
Since σ < 0, this is majorized by
□
Proof of Corollary 17.2.
It suffices to establish the conclusion in the special case in which r = 1, since replacing f j by r −1 f j reduces the general case to this one.
Fix a nonnegative
By implementing a partition of unity, we may introduce
By Theorem 4.2, there exists σ < 0 for which (17.7) is majorized by
since
For any index j ∈ {1, 2, 3},
To each term in this sum, apply Lemma 17.3 with A = 2 k to obtain a majorization by
Inserting this bound into (17.8) gives
□
We have implicitly proved a lemma that may be useful in future work:
Lemma 17.4.
Let σ < 0. Let
Proof of Corollary 17.1.
Defining a measure μ on
By summing over all nonnegative integers k we deduce that
If f
j
satisfies the hypothesis (17.3), then
18 A scalar sublevel set inequality with variable coefficients
Throughout this section,
Theorem 18.1.
Let
the sublevel set S(f, ɛ) satisfies
The conclusion seems likely to remain valid if the hypothesis that a j vanish nowhere, is relaxed to a j not vanishing identically. We emphasize that the mappings φ j are assumed in Theorem 18.1 to be linear. We plan to treat the nonlinearizable case in future work, by a quite different argument.
Several results related to Theorem 18.1 are known, for the case in which all a j are constant and all φ j are linear. Firstly, whenever ∑ j f j ◦φ j vanishes Lebesgue almost everywhere, each f j must agree almost everywhere with an affine function. Secondly, if |∑ j f j ◦φ j (x)| ≤ ɛ for all x ∈ Ω\E, and if |E| is sufficiently small, then there exist affine functions L j satisfying |f j (y) − L j (y)| ≤ Cɛ for all y ∈ φ j (Ω)\E j with |E j | ≤ C|E|. Thirdly, for this linear constant coefficient situation, an inequality with a far weaker dependence on ɛ can be deduced from a structural theorem of Freĭman.
Proof of Theorem 18.1.
In the proof of this theorem, it suffices to treat the special case in which |f
j
(y)| ≤ 2 for every y ∈ φ
j
(Ω) and each j ∈ {1, 2, 3}, and |f
1(y)| ∈ [1, 2] for every y ∈ φ
1(Ω). Indeed, for k ≥ 0 define E
k
to be the set of all
We may assume that
It suffices to show that there exists ɛ 0 such that the conclusion holds for all ɛ ∈ (0, ɛ 0]. It is no loss of generality to assume, as we will, that
for a sufficiently small exponent δ 0 > 0. Indeed, if this assumption fails to hold then we have the stated conclusion, with γ = δ 0 and C = 1.
Rewrite the inequality characterizing
with a = a 1/a 3 and b = −a 2/a 3. Let c 0 > 0 be small and define
If c 0 is sufficiently small then by Fubini’s theorem and the Cauchy-Schwarz inequality,
Henceforth we replace
Let
where I is a bounded subinterval of
with the last |⋅| denoting the natural three-dimensional Lebesgue measure on the hyperplane in
For any
For any
The set
Consider any such (x, x′, s, y). Consider the conjunction of (18.9) with the corresponding relation with (x, y, s) replaced by (x′, y, s). Express this pair of relations as the approximate matrix equation
in which the coefficient matrices A, B are the square matrix
and the column matrix
respectively.
Lemma 18.2.
As a function of (x, x′, s, y), the determinant det(B) does not vanish identically.
Proof.
Assume to the contrary that det(B) ≡ 0. Then the ratio b(x − s, y + s)/b(x′ − s, y + s) is independent of s, whence
Therefore b takes the form
for some smooth nowhere vanishing functions h, k.
Choosing f 1(x) ≡ 0, f 2(y) = k(y)−1, and f 3(z) = h(z), we have
on a nonempty open set. This contradicts the hypothesis of Theorem 18.1 that the functional equation has no solution except the trivial solution f 1 ≡ f 2 ≡ f 3 ≡ 0. □
For any (x, x′, s, y), multiply both sides of the approximate matrix equation (18.11) by the cofactor matrix of B(x, x′, s, y) to conclude that
where
By partitioning [0, 1]2 into finitely many smaller cubes, and identifying each subcube again with [0, 1]2 via an affine change of variables, we may assume that each coefficient a
j
is defined and analytic in a large fixed ball that contains [0, 1]2. Define
for all (y, θ) ∈ K for which
The set of all
Choose a constant
The conclusion is that there exists
For such
for all y in a set of measure
Revert to the initial notation, with mappings φ
j
and coefficients a
j
. The conclusion proved thus far can be summarized as follows. Let a
j
, φ
j
satisfy the hypotheses of Theorem 18.1. Let δ
0, ɛ
0 > 0 be sufficiently small. There exist a compact connected set
and
Moreover, the function F 2 factors as F 2(y, θ) = α(y, θ)/β(y, θ) with α, β both analytic in a neighborhood of [0, 1] × K and satisfying
This reasoning can be applied twice more in succession, with the roles of the indices j ∈ {1, 2, 3} permuted, to approximate each of f
1, f
3 by C
ω
functions in the same way as has been done for f
2. With each iteration,
Let a
j
, φ
j
be as in the statement of Theorem 18.1. Let δ
0, ɛ
0 > 0 be sufficiently small. There exist a compact connected set
and
Moreover, for each j ∈ {1, 2, 3}, the function F j factors almost everywhere in its domain [0, 1] × K as
with α j , β j analytic in a neighborhood of [0, 1] × K. The denominators β j satisfy
The exponents C, C 1 depend only on the data a j , φ j and the choice of ɛ 0, δ 0.
Consider the function of (x, θ) ∈ [0, 1]2 × K defined by
along with the partial derivatives
If
since the functions β
i
are bounded. Thus in order to majorize the Lebesgue measure of the sublevel set S(f, ɛ), it will suffice to produce a satisfactory majorization of the measure of a sublevel set of
To analyze sublevel sets associated to H requires information concerning H, and information concerning
Introducing the nonnegative C ω function
it follows from the Cauchy-Schwarz inequality that
uniformly for all (x, θ) ∈ [0,1]2 × K. This differential inequality allows us to replace
G ∈ C ω in a neighborhood of K, and H(x, θ) = 0 for every x ∈ [0, 1]2 if and only if G(θ) = 0.
The following result, a variant of a lemma often attributed to van der Corput, is essentially well known.
Lemma 18.3.
Let N < ∞. Let C
1, C
2 ∈ (0, ∞). There exist C < ∞ and ρ > 0 with the following property. Let ψ ∈ C
N+1([0,1]2) satisfy
Then for any ɛ > 0,
The upper bound on the C
N+1 norm cannot be dispensed with entirely in this formulation. Consider for instance the example
A consequence of the lemma is for any θ for which G(θ) ≠ 0, for any η ∈ (0, ∞),
To complete the proof of the theorem, it would be desirable to know that G does not vanish identically on K. We will not actually prove that this is the case. Instead, note that if
To prove that
Define the zero variety
G is Cω and nonnegative in a neighborhood of K, G does not vanish identically on K, and K is connected. Therefore by a theorem of Łojasiewicz [31], there exist c, τ > 0 such that
If f, ɛ, S(f, ɛ) satisfy the hypotheses, then
The function α
1 is real analytic with respect to both variables, hence is Lipschitz, and vanishes identically on Z. Therefore
If δ 0 is chosen to be sufficiently small then 1 − Cδ 0 > 0, so this inequality becomes
for a certain exponent γ > 0 that depends only on the coefficients a j and the mappings φ j . This completes the proof of Theorem 18.1. □
19 A remark and a question
Continuing to assume linearity of the mappings φ
j
, more can be deduced from the analysis in Section 18. Drop the assumption that no nontrivial solution exists, and ask whether for any f = (f
1, f
2, f
3) and any ɛ, f can be approximated within O(ɛ) on some subset S′ ⊂ S(f, ɛ) satisfying |S′| ≳ |S(f, ɛ)|
C
, by an
It suffices to approximate f k by a component g k of such a g for a single index k, for then a rather simple analysis can be applied to the relation ∑ j≠k a j (f j ◦φ j ) = −a k (g k ◦φ k ) + O(ɛ); restrict this equation to level curves of φ i for each of the two indices i ≠ k in turn and exploit the transversality hypothesis.
The analysis in Section 18 shows that f 2 can be so approximated, except possibly in the special case in which a 2(x, y)/a 3(x, y) can be factored in the form h(x + y)/k(y), that is, (h◦φ 3)/(k◦φ 2). This reasoning can be repeated for any permutation of the indices 1, 2, 3. The conclusion, in invariant form with the mappings φ j assumed to be linear, is that the approximability property holds, and follows from the analysis sketched, for all but a small family of exceptional cases. Each of those exceptional cases can be transformed, by application of symmetries of the problem, to one of the two examples
These symmetries are linear changes of variables in
Question 19.1.
Let ɛ > 0, and let f be measurable and satisfy |f| = O(1). Let φ
j
(x
1, x
2) = x
1, = x
2, and = x
1 + x
2 for j = 1, 2, 3, respectively. Let a
1(x) = 1, a
2(x) = 1, and
Do there exist an exact C
ω
solution f* of (19.2) and a subset S′ ⊂ S(f, ɛ) satisfying |S′| ≥ c|S(f, ɛ)|
C
such that
The answer is well known to be negative for the corresponding question for equation (19.1); counterexamples can be based on multiprogressions of ranks greater than 1.
Theorem 18.1 remains valid for mappings φ j that are real analytic with pairwise transverse gradients, rather than linear, as shown in a sequel [32] to the present work. That result is used to establish a quadrilinear analogue of Theorem 4.2 in Ref. [33]. It would be desirable to go farther, dropping the hypothesis that no exact C ω solutions of the underlying equation exist, and weakening the conclusion to approximability by exact solutions, as in Question 19.1.
20 Large sublevel sets: an example
Consider the ordered triple of submersions
defined by the indicated inhomogeneous system of two approximate equations for (f, g, h). One has
Let ɛ > 0 be small, with
Define
For each
For
The sets
The number of indices
If
since both g(y) and h(x + y) are defined to be nɛ 1/2 + nɛ in this region. Secondly,
Since x + y lies in the strip indicated in the definition of
Consequently
Thus
for a certain constant c′ > 0. □
-
Research ethics: Not applicable.
-
Informed consent: Not applicable.
-
Author contributions: The author has accepted responsibility for the entire contentof this manuscript and approved its submission.
-
Use of Large Language Models, AI and Machine Learning Tools: None declared.
-
Conflict of interest: None.
-
Research funding: The author’s research was supported in part by NSF grants DMS-13363724 and DMS-1901413.
-
Data availability: Not applicable.
References
[1] L. Hörmander, “Oscillatory integrals and multipliers on FLp,” Ark. Mat., vol. 11, nos. 1–2, pp. 1–11, 1973.10.1007/BF02388505Search in Google Scholar
[2] D. H. Phong, E. M. Stein, and J. Sturm, “Multilinear level set operators, oscillatory integral operators, and Newton polyhedra,” Math. Ann., vol. 319, no. 3, pp. 573–596, 2001, https://doi.org/10.1007/BF02796120.Search in Google Scholar
[3] M. Gilula, P. T. Gressman, and L. Xiao, “Higher decay inequalities for multilinear oscillatory integrals,” Math. Res. Lett., vol. 25, no. 3, pp. 819–842, 2018.10.4310/MRL.2018.v25.n3.a5Search in Google Scholar
[4] E. M. Stein, Harmonic Analysis: Real-Variable Methods, Orthogonality, and Oscillatory Integrals. With the Assistance of Timothy S. Murphy, Princeton Mathematical Series, 43. Monographs in Harmonic Analysis, III, Princeton, NJ, Princeton University Press, 1993.10.1515/9781400883929Search in Google Scholar
[5] M. Christ, X. Li, T. Tao, and C. Thiele, “On multilinear oscillatory integrals, nonsingular and singular,” Duke Math. J., vol. 130, no. 2, pp. 321–351, 2005.10.1215/00127094-8229909Search in Google Scholar
[6] A. Carbery and J. Wright, “What is van der Corput’s lemma in higher dimensions?” in Proceedings of the 6th International Conference on Harmonic Analysis and Partial Differential Equations (El Escorial, 2000), Publ. Mat., vol. Extra, 2002, pp. 13–26.10.5565/PUBLMAT_Esco02_01Search in Google Scholar
[7] A. Carbery, M. Christ, and J. Wright, “Multidimensional van der Corput and sublevel set estimates,” J. Am. Math. Soc., vol. 12, no. 4, pp. 981–1015, 1999.10.1090/S0894-0347-99-00309-4Search in Google Scholar
[8] Z. Zhou, “On multilinear oscillatory integrals and associated maximal functions,” Ph.D. dissertation, University of California, Berkeley, 2024.Search in Google Scholar
[9] J. Bourgain, “A nonlinear version of Roth’s theorem for sets of positive density in the real line,” J. Anal. Math., vol. 50, pp. 169–181, 1988, https://doi.org/10.1007/BF02796120.Search in Google Scholar
[10] S. Peluse, “Bounds for sets with no polynomial progressions,” Forum Math. Pi, vol. 8, 2020, Art. no. e16, https://doi.org/10.1017/fmp.2020.11.Search in Google Scholar
[11] S. Peluse and S. Prendiville, “Quantitative bounds in the non-linear Roth theorem,” Invent. Math., vol. 238, no. 3, pp. 865–903, 2024.10.1007/s00222-024-01293-xSearch in Google Scholar
[12] S. Peluse and S. Prendiville, “A polylogarithmic bound in the nonlinear Roth theorem,” Int. Math. Res. Not. IMRN, no. 8, pp. 5658–5684, 2022.10.1093/imrn/rnaa261Search in Google Scholar
[13] B. Krause, M. Mirek, S. Peluse, and J. Wright, “Polynomial progressions in topological fields,” Forum Math. Sigma, vol. 12, 2024, Art. no. e106, https://doi.org/10.1017/fms.2024.104.Search in Google Scholar
[14] T. Tao, Cut Norms and Degree Lowering, 2020. Available at: https://terrytao.wordpress.com/2020/03/08/cut-norms-and-degree-lowering/.Search in Google Scholar
[15] M. Christ, “On trilinear oscillatory integral inequalities and related topics,” 2020, arXiv:2007.12753.Search in Google Scholar
[16] M. Christ, P. Durcik, and J. Roos, “Trilinear smoothing inequalities and a variant of the triangular Hilbert transform,” Adv. Math., vol. 390, 2021, Art. no. 107863, https://doi.org/10.1016/j.aim.2021.107863.Search in Google Scholar
[17] M. Christ, P. Durcik, V. Kovač, and J. Roos, “Pointwise convergence of certain continuous-time double ergodic averages,” Ergod. Theory Dyn. Syst., vol. 42, no. 7, pp. 2270–2280, 2022.10.1017/etds.2021.45Search in Google Scholar
[18] M. Christ and Z. Zhou, “A class of singular bilinear maximal functions,” J. Funct. Anal., vol. 287, no. 8, 2024, Art. no. 110572.10.1016/j.jfa.2024.110572Search in Google Scholar
[19] M. Christ, “On implicitly oscillatory trilinear integrals with data of limited regularity,” Math. Res. Lett., https://intlpress.com/journals/journalList?p=4&id=1804416324302073857.Search in Google Scholar
[20] J. L. Joly, G. Métivier, and J. Rauch, “Trilinear compensated compactness and nonlinear geometric optics,” Ann. Math., vol. 142, no. 1, pp. 121–169, 1995.10.2307/2118612Search in Google Scholar
[21] M. Christ, “Multilinear oscillatory integral inequalities: best of the best,” in Madison Lectures on Fourier Analysis, 2019. Available at: https://www.math.wisc.edu/seeger2019/christ.Search in Google Scholar
[22] P. Gressman and E. Urheim, “Multilinear oscillatory integral operators and geometric stability,” J. Geom. Anal., vol. 31, no. 9, pp. 8710–8734, 2021.10.1007/s12220-020-00383-5Search in Google Scholar
[23] P. T. Gressman and L. Xiao, “Maximal decay inequalities for trilinear oscillatory integrals of convolution type,” J. Funct. Anal., vol. 271, no. 12, pp. 3695–3726, 2016.10.1016/j.jfa.2016.09.003Search in Google Scholar
[24] W. Blaschke and G. Bol, Geometrie der Gewebe, Berlin, Springer-Verlag, 1938.Search in Google Scholar
[25] L. C. Evans, preprint.Search in Google Scholar
[26] M. Christ, “Bounds for multilinear sublevel sets via Szemerédi’s theorem,” 2011, arXiv:1107.2350.Search in Google Scholar
[27] A. Zygmund, Trigonometric Series, vols. I–II, 3rd ed. With a foreword by Robert A. Fefferman, Cambridge, Cambridge Mathematical Library, Cambridge University Press, 2002.Search in Google Scholar
[28] M. Christ, “Near-extremizers of Young’s inequality for Euclidean groups,” Rev. Mat. Iberoam., vol. 35, no. 7, pp. 1925–1972, 2019.10.4171/rmi/1055Search in Google Scholar
[29] J. Bourgain, “A remark on the maximal function associated to an analytic vector field,” in Analysis at Urbana, Vol. I (Urbana, IL, 1986–1987), London Math. Soc. Lecture Note Ser., vol. 137, Cambridge, Cambridge Univ. Press, 1989, pp. 111–132.10.1017/CBO9780511662294.006Search in Google Scholar
[30] E. M. Stein and B. Street, “Multi-parameter singular Radon transforms III: real analytic surfaces,” Adv. Math., vol. 229, no. 4, pp. 2210–2238, 2012.10.1016/j.aim.2011.11.016Search in Google Scholar
[31] S. Łojasiewicz, “Sur le probléme de la division,” Stud. Math., vol. 18, no. 1, pp. 87–136, 1959.10.4064/sm-18-1-87-136Search in Google Scholar
[32] M. Christ, “A three term sublevel set inequality,” 2022, arXiv:2204.04346.Search in Google Scholar
[33] M. Christ, “On implicitly oscillatory quadrilinear integrals,” 2022, arXiv:2204.03780.Search in Google Scholar
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Articles in the same Issue
- Frontmatter
- Editorial
- Preface for the special issue in honor of Robert Fefferman
- Research Articles
- Sobolev extension in a simple case
- Soliton resolution and channels of energy
- Matrix weights and a maximal function with exponent 3/2
- An introduction to the distorted Fourier transform
- The Neumann function and the L p Neumann problem in chord-arc domains
- An example related to Whitney’s extension problem for L 2,p (R2) when 1 < p < 2
- Convergence rates of eigenvalue problems in perforated domains: the case of small volume
- The initial-value problem for a Gardner-type equation
- Global Schauder estimates for kinetic Kolmogorov-Fokker-Planck equations
- Maximal estimates for strong arithmetic means of Fourier series
- On the L p -boundedness of Calderón-Zygmund operators
- Current perspectives on the Halo Conjecture
- On certain trilinear oscillatory integral inequalities
Articles in the same Issue
- Frontmatter
- Editorial
- Preface for the special issue in honor of Robert Fefferman
- Research Articles
- Sobolev extension in a simple case
- Soliton resolution and channels of energy
- Matrix weights and a maximal function with exponent 3/2
- An introduction to the distorted Fourier transform
- The Neumann function and the L p Neumann problem in chord-arc domains
- An example related to Whitney’s extension problem for L 2,p (R2) when 1 < p < 2
- Convergence rates of eigenvalue problems in perforated domains: the case of small volume
- The initial-value problem for a Gardner-type equation
- Global Schauder estimates for kinetic Kolmogorov-Fokker-Planck equations
- Maximal estimates for strong arithmetic means of Fourier series
- On the L p -boundedness of Calderón-Zygmund operators
- Current perspectives on the Halo Conjecture
- On certain trilinear oscillatory integral inequalities