Abstract
We mainly survey recent results on the nonlinear Schrödinger equations with special emphasis on the Cauchy problem, local and global in time and for various regularity assumptions on the initial data.
1. The Equation
We consider nonlinear Schrödinger equations (NLSs) of the form
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1.1 |
Most of our results and methods generalize to wider classes, however.
Eq. 1.1 is Hamiltonian and may be written as
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1.2 |
with conserved Hamiltonian
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1.3 |
The formal canonical coordinates are thus (Re u, Im u).
For equations such as Eq. 1.1, there is also conservation of the L2 norm
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1.4 |
A first important distinction between the different equations is the sign of λ
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This short expose will mainly relate to the defocusing (i.e. nonblowup) case (more details and references may be found in ref. 1). Observe that if u(0) = φ ∈ H1, then the Hamiltonian conservation implies an a priori bound of ∥u(t)∥H1 in the defocusing case.
2. Scale-Invariant Sobolev Spaces
Observe that the equation (with spatial domain ℝd)
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2.1 |
is invariant under the scaling
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2.2 |
Define the exponent s0 by
![]() |
2.3 |
Hence the (homogeneous) Sobolev space Ḣs0 is scale-invariant. The particular cases s0 = 0, s0 = 1 are important, because they correspond to conserved quantities. Thus,
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2.4 |
![]() |
2.5 |
In case of Eq. 2.4, the NLS is called conformally invariant because of the additional symmetry
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2.6 |
We distinguish the
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2.7 |
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2.8 |
![]() |
2.9 |
Thus for d = 1, 2, Eq. 2.1 is always subcritical.
3. The Local Well Posedness Result
One should not expect a well posedness theory for the Cauchy problem below the scale-invariant threshold. For solutions local in time, the following classical result gives a satisfactory answer to the issue (cf. ref. 2).
Theorem.
Consider the initial value problem (IVP)
![]() |
3.1 |
Assume s ≥ 0 and s ≥ s0defined by Eq. 2.3.
We also assume p − 2 > [s] if p ∉ 2ℤ (a smoothness compatibility condition on the nonlinearity).
Then Eq. 3.1 is well posed on a time interval[0, T*[, T* > 0 and
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3.2 |
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3.3 |
![]() |
3.4 |
Remarks:
(i) The result holds both in the focusing and defocusing case.
(ii) In the critical case s = s0, T* = T*(φ) depends on possible concentrations of the Hs norm. This issue is particularly important in the global existence theory for the H1-critical equation iut + Δu − u|u|4/d−2 = 0, for instance.
4. Global Solutions
The local solution from the theorem in The Local Well Posedness Result extends to a global one (i.e. T* = ∞) in the following cases:
(i) Small data;
(ii) p < 2 + 4/d (L2-subcritical equation); and
- (iii) Defocusing case, ϕ ∈ Hs (s ≥ 1)
i.e. H1-subcritical.
4.1 - For radial data, also
i.e.
4.2
There are other results involving decay conditions at infinity, thus
(see ref. 2).
4.3 - Also, recent results requiring in iii only a weaker assumption
This will be discussed next.
4.4
5. More About the Subcritical Case
Consider the IVP
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5.1 |
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There is s1 < 1 such that (Eq. 5.1) is globally well posed for s > s1, and moreover
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5.2 |
Examples:
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5.3 |
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5.4 |
6. Ingredients of the Argument
1. Decomposition in low and high modes
Remark:
Inequality (Eq. 5.2) is not obtained as a stability result.
2. Refinements of Strichartz' theorem in terms of certain bilinear inequalities.
Example:
Assume ψi ∈ L2(ℝd), i = 1, 2, and
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6.1 |
Then if M1 ≤ M2,
for d = 2
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6.2 |
and for d = 3
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6.3 |
Remark:
Bilinear inequalities in similar spirit may be proven for the wave equation as well (cf. 3, 4).
7. H1-Critical Case
These are the equations:
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7.1 |
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7.2 |
Theorem.
For ϕ ∈ Hs(ℝd), s ≥ 1 and ϕ radial, there is global well posedness and scattering in Hs (cf. ref. 1).
Main Idea.
Proceed by “induction” on the size of H(φ) by “separation of localized energy” (see Fig. 1).
Fig. 1.
Spatial time energy concentration region.
Main Ingredients.
Strichartz' inequality in appropriate Besov spaces to study energy concentration phenomenon.
- Morawetz inequality and variants. Thus, for d = 3, i.e.
one has the inequality

7.3 - 3. The pseudoconformal conservation law
based on pseudoconformal transformation
7.4
For λ < 0, p ≥ 2 + 4/d, Eq. 7.4 implies the a priori decay estimate
7.5 
7.6
8. Scattering in Energy Space
Consider NLS
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8.1 |
with
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8.2 |
(also p = 2 + 4/d−2 in the radial case).
Denote the wave operator
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Then
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8.3 |
and
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8.4 |
For d ≥ 3: Classical (Ginibre–Velo, Lin–Strauss).
For d ≤ 2: Recent (Nakanishi), based on separation of the localized energy argument.
9. IVP for NLS with Periodic Boundary Conditions
Theorem.
d = 1, 2, 3.
Consider the defocusing IVP with periodic bc
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If d = 1, 2 : p arbitrary.
If d = 3 : p < 6.
Then there is global well posedness and
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9.1 |
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9.2 |
Problem.
True growth of Sobolev norms for s > 1?
Remark:
Possible powerlike growth in IVP for 1D nonlinear wave equations of the form
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9.3 |
where B =
+ o(1) is a selfadjoint
multiplier.
No such examples are known for NLSs.
10. Remark on the Case of a Linear Schrödinger Equation with Time-Dependent Potential
Consider the Schrödinger equation
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10.1 |
V = real potential, smooth in x, t; periodic in x (no specified behaviour in t).
Denote S(t) the flowmap. Thus,
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10.2 |
Theorem.
For all s < ∞, ɛ > 0,
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10.3 |
Remarks:
(i) Examples show that slow growth of ∥S(t)φ∥Hs, s > 0 is possible when t → ∞ even for time periodic V.
(ii) Case of time-periodic potential was established by T. Spencer (personal communication) (later extended to quasiperiodic potential), conjectured also for smooth potentials with random behavior in time.
(iii) One may construct real potentials V that are smooth and periodic in x, random in time with limited smoothness, such that ∥S(t)∥H1→H1 has powerlike growth.
(iv) Nonlinear analogues?
The theorem is proven by constructing flow up to time T → ∞ from “approximate Bloch waves” well localized in Fourier space.
Main Arithmetical Ingredient.
Separated cluster structures. More precisely:
Lemma (Granville–Spencer).
Fix some 0 < ρ < 1/10. Then there is partition of ℤd
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such that if
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the following properties hold
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for some ρ1 = ρ1(ρ, d) > 0.
This fact plays also an important role in the Kolmogorov–Arnold–Moser theory for NLS.
11. Invariant Measures for NLS
Construction of invariant measures from normalized Gibbs measure
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11.1 |
(we assume periodic boundary conditions).
1D Case.
Defocusing case.
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11.2 |
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11.3 |
Theorem.
∀p
(i) dμ ∼ Wiener measure.
(ii) ∃ unique global dynamics that leave μ invariant.
Thus IVP is globally well posed for almost all data given by the random Fourier series
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11.4 |
Focusing case.
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11.5 |
Normalization of Gibbs measure by L2 truncation:
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11.6 |
where
(i) B is arbitrary for p < 6.[11.7]
(ii) B is sufficiently small for p = 6 (related to blowup phenomena).[11.8]
(iii) This construction and result are due to Lebowitz–Rose–Speer.
(iv) Same theorem on invariant dynamics.
D > 1 Case.
Defocusing Case.
Normalization of Gibbs measure by Wick ordering of nonlinearity. Assume d = 2 and consider the equation
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11.9 |
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11.10 |
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11.11 |
Example:
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11.12 |
defines invariant measure for Wick-ordered cubic NLS
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11.13 |
Moreover, ∃s > 0 such that for φ = u(0) almost surely
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11.14 |
Hartree-type equations.
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11.15 |
V = real interaction potential such that
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11.16 |
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11.17 |
(possibly focusing).
Theorem.
Assume V̂(0) = 0 and
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11.18 |
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11.19 |
Then truncated Gibbs measure
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11.20 |
is invariant measure for Eq. 11.15.
The Cauchy problem is globally well posed for almost all datau(0) = φ ∈ supp μ.
Problems.
(i) Existence of invariant measures on smooth phase spaces. Unknown except in integrable case(1D cubic NLS) and Kolmogorov–Arnold–Moser-type results.
(ii) Ergodic properties of Gibbs measures?
(iii) Invariant measures on the line. Thus we let the period → ∞ in the preceding.
Example:
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11.21 |
![]() |
11.22 |
periodic bc with period L → ∞.
Normalized Gibbs measure
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11.23 |
This equation satisfies uniform distributional estimates from Brasscamp–Lieb inequality.
For p ≥ 4 in Eq. 11.21, existence of a unique invariant dynamics in the limit for L → ∞ may be shown.
Abbreviations
NLS, nonlinear Schrödinger equation
IVP, initial value problem
This paper results from the National Academy of Sciences colloquium, “Nonlinear Partial Differential Equations and Applications,” held January 4–19, 1999, at the Arnold and Mabel Beckman Center of the National Academies of Science and Engineering in Irvine, CA.
References
- 1.Bourgain J., (1999) Global Solutions of Nonlinear Schrödinger Equations (Colloquium Publications Am. Math. Soc., Providence, RI), Vol. 46.
- 2.Cazenave T., (1989) An Introduction to Nonlinear Schrödinger Equations (Textos de Metodes Matematicos 22, Rio de Janeiró).
- 3.Klainerman S. & Machedon, M. (1996) Int. Math. Res. Not. 17, 853-865. [Google Scholar]
- 4.Klainerman S. & Machedon, M. (1996) Int. Math. Res. Not. 5, 201-220. [Google Scholar]



































































