Discontinuous viscosity solutions of first order Hamilton-Jacobi equations
M. Bertsch, F. Smarrazzo, A. Terracina, A. Tesei

TL;DR
This paper establishes the uniqueness and existence of discontinuous viscosity solutions for a class of first order Hamilton-Jacobi equations with initial data having finite jump discontinuities, and analyzes their evolution.
Contribution
It proves the uniqueness and existence of discontinuous viscosity solutions for Hamilton-Jacobi equations with jump discontinuities in initial data, using comparison theorems and barrier effects.
Findings
Uniqueness of solutions with finite jump discontinuities.
Existence of viscosity solutions under given conditions.
Characterization of the evolution of discontinuities over time.
Abstract
We consider the simplest example of a time-dependent first order Hamilton-Jacobi equation, in one space dimension and with a bounded and Lipschitz continuous Hamiltonian which only depends on the spatial derivative. We show that if the initial function has a finite number of jump discontinuities, the corresponding discontinuous viscosity solution of the corresponding Cauchy problem on the real line is unique. Uniqueness follows from a comparison theorem for semicontinuous viscosity sub- and supersolutions, using the barrier effect of spatial discontinuities of a solution. We also prove an existence theorem, as well as a comparison theorem for viscosity solutions with different initial data. In addition, we describe several properties of the evolution of the jump discontinuities.
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Taxonomy
TopicsMathematical Biology Tumor Growth · Markov Chains and Monte Carlo Methods · Stochastic processes and statistical mechanics
Discontinuous viscosity solutions
of first order Hamilton-Jacobi equations
Michiel Bertsch
Dipartimento di Matematica, Università di Roma ”Tor Vergata”, Via della Ricerca Scientifica, 00133 Roma, Italy
and Istituto per le Applicazioni del Calcolo ”M. Picone”, CNR, Roma, Italy
,
Flavia Smarrazzo
Università Campus Bio-Medico di Roma
Via Alvaro del Portillo 21, 00128 Roma, Italy
,
Andrea Terracina
Dipartimento di Matematica ”G. Castelnuovo”, Università ”Sapienza” di Roma
P.le A. Moro 5, I-00185 Roma, Italy
and
Alberto Tesei
Dipartimento di Matematica ”G. Castelnuovo”, Università ”Sapienza” di Roma
P.le A. Moro 5, I-00185 Roma, Italy, and Istituto per le Applicazioni del Calcolo ”M. Picone”, CNR, Roma, Italy
Abstract.
We consider the simplest example of a time-dependent first order Hamilton-Jacobi equation, i.e. in one space dimension and with a bounded and Lipschitz continuous Hamiltonian which only depends on the spatial derivative. We show that if the initial function has a finite number of jump discontinuities, the corresponding discontinuous viscosity solution of the corresponding Cauchy problem on the real line is unique. Uniqueness follows from a comparison theorem for semicontinuous viscosity sub- and supersolutions, using the barrier effect of spatial discontinuities of a solution. Discontinuous solutions are defined in the spirit of Ishii, but semi-continuous envelopes are defined through essential limits, a definition which is shown to be compatible with Perron’s method for existence. We also describe some properties of the evolution of jump discontinuities. As a by-product we obtain several results on singular Neumann problems.
Key words and phrases:
Uniqueness of discontinuous viscosity solutions, singular Neumann problems, barrier effects
1991 Mathematics Subject Classification:
35D40, 35F21, 35F25, 35F30
1. Introduction
After the introduction of continuous viscosity solutions of first order Hamilton-Jacobi (HJ) equations ([15, 16]), it was readily understood that the basic concepts and comparison results of the theory could be extended to the case of semicontinuous viscosity sub- and supersolutions. A systematic study of discontinuities of both the Hamiltonian itself and solutions of HJ equations, started in [23, 24], is an important issue since discontinuous solutions arise in many applications (e.g., optimal control problems, differential game theory; see [3, 14] and references therein).
Existence of possibly discontinuous viscosity solutions was proven in [24] by Perron’s method, but uniqueness of such solutions remained unclear since in general the classical comparison result for semicontinuous viscosity sub- and supersolutions does not imply uniqueness of viscosity solutions - apart from the trivial case of continuous data, when the unique viscosity solution is continuous ([12]). In addition, the literature contains interesting examples of nonuniqueness of viscosity solutions for non-convex Hamiltonians with explicit space and/or time dependence and discontinuous initial data ([3, 6, 22]).
Motivated by these difficulties, several different notions of discontinuous solutions of HJ equations have been proposed ([1, 5, 7, 13, 22, 30]) to prove existence, comparison and uniqueness results under various assumptions (for instance, if the Hamiltonian is convex). Although interesting in their own right and for specific applications (e.g. to control problems), the relationship between different notions of solution have been elucidated only in some specific cases (see [14, 22]).
In the present paper we consider discontinuous viscosity solutions, defined in the spirit of [24], in the simplest example of a time-dependent HJ equation, i.e. the one-dimensional equation
[TABLE]
with a bounded and uniformly Lipschitz continuous Hamiltonian:
[TABLE]
We do not require convexity conditions on , nor the existence of . The boundedness assumption for is suggested by a model for ion etching ([21, 28, 29]).
Given , we consider in particular the Cauchy problem
[TABLE]
As in Ishii’s paper ([24]), the definition of (possibly discontinuous) viscosity sub- and supersolutions is based on the concept of semicontinuous envelopes of functions, but we use essential limits to define semicontinuous envelopes (see Section 2). The use of essential limits excludes some unnatural and artificial examples of admissible viscosity solutions (see for example to the discussion on page 27 of [17]). As in [24], existence of viscosity solutions of is based on Perron’s method, which can be adapted to our definitions (see Section 6). Also the basic comparison result continues to hold for discontinuous viscosity sub- and supersolutions (Section 4); since, by , the speed of propagation is bounded by the Lipschitz constant ([16, 25]), the comparison result is formulated locally.
Since is bounded, it is rather intuitive that solutions are Lipschitz continuous with respect to time, and that spatial jump discontinuities of the solution do not disappear instantaneously. In Section 5 we show that this is indeed the case, and in addition we prove that spatial jump discontinuities are non-increasing in time and satisfy an explicit decay rate if .
The main purpose of the paper is to show that the viscosity solution of is unique if has a finite number of jump discontinuities:
[TABLE]
If is continuous, the comparison result implies uniqueness of the viscosity solution. In Section 7 we present the proof of uniqueness if has jump discontinuities.
We briefly describe our approach. By the boundedness of , a jump discontinuity of at a certain point does not disappear instantaneously. On the other hand it is known ([19]) that spatial discontinuities of a solution produce a barrier effect : if a viscosity solution has a spatial jump discontinuity at for , the evolution of in is independent of that in . More precisely (see Lemma 5.2), if the jump is positive for , then satisfies on either side of the singular Neumann problems
[TABLE]
Similarly if , with replaced by .
This leads to the following procedure to prove uniqueness of a discontinuous viscosity solution of . Let be points where has a jump discontinuity, let and be two viscosity solutions of and let be the maximal time for which the jump continuities of and at persist in for all . We define the intervals , for and . Then the restrictions of and to solve the same singular Neumann problem in with continuous initial data. Also this singular problem satisfies a comparison principle for viscosity sub- and supersolutions, and since the initial function restricted to is continuous, this implies that a.e. in for all , and thus a.e. in . If , a finite iteration of this procedure proves uniqueness of the viscosity solution of .
Reassuming, we introduce a procedure, based on the barrier effect of spatial discontinuities, which indicates how the comparison result for semicontinuous sub- and supersolutions can be used to prove uniqueness of suitably defined viscosity solutions with discontinuous initial data. Although we have only done this for a particularly simple problem, preliminary calculations suggest that the procedure can be adapted to more general problems (to be addressed in future papers), namely the cases of initial data with infinitely many jump discontinuities and Hamiltonians with linear growth and explicit and dependence. The latter case is particularly interesting since it includes equations for which uniqueness of discontinuous viscosity solutions fails, as mentioned in the beginning of the Introduction. In particular our approach seems to suggest a mathematical uniqueness criterium. Many other problems concerning discontinuous solutions of first order HJ equations remain to be solved, in particular the multidimensional case.
Finally we observe that, setting and , problem is formally related to the Cauchy problem for a scalar conservation law,
[TABLE]
although it is not trivial to make the correspondence rigorous ([11]; see also [4] for a statement in this direction). If is a signed Radon measure, it is possible to prove existence of suitably defined measure-valued entropy solutions of problem ([10]; see also [8, 9] for the case of positive initial measures). Remarkably, if the singular part of (with respect to the Lebesgue measure) is a finite superposition of Dirac masses, the uniqueness of such solutions requires some additional compatibility conditions to be satisfied near the support of . The singularities of in have a barrier effect which corresponds to that produced by discontinuities of in , and well-posedness of can be proven using singular Dirichlet problems which are the natural counterpart of singular Neumann problems for HJ equations (see [9, 10] for details).
2. Semicontinuous envelopes
Let denote the characteristic function of . For all we set
[TABLE]
Let be open, a measurable function, and . We set
[TABLE]
[TABLE]
where
[TABLE]
If , we also set
[TABLE]
The quantities
[TABLE]
are defined replacing by . Similarly,
[TABLE]
are defined replacing by .
Let . By the essential upper semicontinuous envelope of we mean the function ,
[TABLE]
The essential lower semicontinuous envelope of is the function ,
[TABLE]
We also set
[TABLE]
[TABLE]
Observe that
[TABLE]
[TABLE]
Similar definitions hold for any measurable function . For shortness, we shall say “upper (respectively lower) envelope” instead of “essential upper (respectively lower) semicontinuous envelope”.
It is easily checked that the upper (lower) envelope () is indeed upper (lower) semicontinuous in , namely for any
[TABLE]
The inequalities in (2.7) can be replaced by equalities. More generally we have:
Lemma 2.1**.**
Let be open and . Then
[TABLE]
Proof.
Let . We only prove that . Since
[TABLE]
(see (2.1), (2.2) and (2.7)), it is enough to show that
[TABLE]
For every there exists such that
[TABLE]
Therefore, for every such there exists , , such that
[TABLE]
Setting , it follows that for every (hence ), and
[TABLE]
Let satisfy for every ; this choice is possible up to a null set , since and almost every is a Lebesgue point of (, see [20, Subsection 1.7.1]). Then we have
[TABLE]
whence for a.e. . Since for all , this implies that
[TABLE]
and (2.9) follows from the arbitrariness of . ∎
Similar results hold if is open and .
Remark 2.1**.**
Since the definition of depends on the domain of definition of , different restrictions of can have different upper and lower envelopes. In fact, let be an open set, and let be the restriction of to . If , then:
[TABLE]
[TABLE]
(of course, if these inequalities become equalities). Observe that (2.5)-(2.6) are a particular case of these inequalities. If and , inequalities (2.5) from above become equalities, namely
[TABLE]
More precisely, let be an open set, and let . Set
[TABLE]
Then for any there holds
[TABLE]
In fact, if then and, by (2.1),
[TABLE]
For further reference we consider some specific cases of , with . The first example concerns a trapezoidal domain.
Let for , where
[TABLE]
Then if , and if ;
let for any . Then ;
let for any . Then .
3. Definitions and results
As we have explained in the Introduction, the proof of the main uniqueness result requires the introduction of singular Neumann problems. Given , , we consider the problems
[TABLE]
In addition we consider equation (1.1) in the following trapezoidal domains:
[TABLE]
Due to their slope, no boundary conditions are required on the oblique sides:
[TABLE]
All these problems require an initial condition , which is assumed to be locally bounded in the main existence and regularity results (see Proposition 3.2 and Theorem 3.3 below) and, in addition, piecewise continuous in the uniqueness Theorem 3.4. More precisely, a function defined in a bounded interval is said to be piecewise continuous in if
-
with , if , ;
-
the restriction has a representative for , for .
Observe that a function is piecewise continuous (the case ). If instead is an unbounded interval, a function is piecewise continuous in if it is piecewise continuous in every bounded interval .
3.1. Definitions
The following definitions are used throughout the paper.
Definition 3.1**.**
Let open and .
is a viscosity subsolution of equation (1.1) in if for all the following condition holds: if is a local maximum point of in , then
[TABLE]
is a viscosity supersolution of equation (1.1) in if for all the following condition holds: if is a local minimum point of in , then
[TABLE]
If is bounded, viscosity sub and supersolutions of (1.1) in belong to .
We first define the solution concept for problem , and then explain how to extend it to other problems.
Definition 3.2**.**
Let , and .
A viscosity subsolution of (1.1) in is a viscosity subsolution of:
-
problem ;
-
problem , if for all
[TABLE]
- problem , if for all
[TABLE]
A viscosity supersolution of (1.1) in is a viscosity supersolution of:
-
problem ;
-
problem , if for all
[TABLE]
- problem , if for all
[TABLE]
A function is a viscosity solution of problem if it is both a viscosity subsolution and a viscosity supersolution of .
Let . A viscosity solution of with initial condition is a viscosity solution of such that
[TABLE]
Observe that Definition 3.2 makes sense for any .
It is straightforward to modify Definition 3.2 in case of the other problems we mentioned before. For example, a viscosity subsolution of problem () is a viscosity subsolution of (1.1) in the set , a viscosity subsolution of problem () is a viscosity subsolution of (1.1) in which satisfies (3.4) for all (where ), and a viscosity subsolution of problem () is a viscosity subsolution of (1.1) in the set .
If is defined in an unbounded interval, in point we only require boundedness of in all bounded subintervals. In particular:
Definition 3.3**.**
For every , is a viscosity solution of the Cauchy problem if it is a viscosity sub- and supersolution of (1.1) in and satisfies (3.8) in .
Remark 3.1**.**
Let with , and , for . It is easily seen that if is a viscosity subsolution of in , its restriction is a viscosity subsolution of in . In fact, if is a local maximum point of in and , by (2.12) it is also a local maximum point of in , whereas in the case it suffices to argue as in [18, Section 5.2].
Similar remarks hold for viscosity subsolutions of equation (1.1) in or of any of the other problems mentioned before, as well as for viscosity supersolutions.
3.2. Main results
In Section 4 we prove the basic comparison result for viscosity sub- and supersolutions:
Theorem 3.1**.**
Let hold. Let be a viscosity subsolution and a viscosity supersolution of problem . Then
[TABLE]
Similar results are valid for problems , and :
[TABLE]
Theorem 3.1 will be proven by a method of doubling variables adapted from [27], where only the case of homogeneous Neumann boundary conditions was considered (see also [2] for more general Neumann boundary conditions). It implies uniqueness and continuity of viscosity solutions of, for example, problem if is continuous in (since in ). If instead is not continuous at a point , the following regularity results give information about the temporal evolution of at . These result, proved in Section 5, are crucially based on the boundedness of .
Proposition 3.2**.**
Let hold and let , with , let
[TABLE]
and let be such that the one-sided essential limits exist.
* Let and be a viscosity sub- and supersolution of equation (1.1) in . Then for any , , and *
[TABLE]
* Let be a viscosity solution of equation (1.1) in with initial function . Let and set*
[TABLE]
Then, for all ,
[TABLE]
[TABLE]
If (3.13) or (3.14) holds for for some , then for every we have
[TABLE]
where
[TABLE]
Part , a sort of Lipschitz continuity with respect to , might be easily guessed from the boundedness of . Part quantifies the fact that initial jump discontinuities do not disappear instantaneously; in addition, if it will be seen below that for initial data as in spatial jumps may disappear in the interval (see Theorem 3.4 and Remark 3.2; see also [11]).
In Section 6 we use Perron’s method to prove the existence of viscosity solutions:
Theorem 3.3**.**
If satisfies and , problem has a viscosity solution. Similarly, if , there exists a viscosity solution of:
- problem with initial function
- problem with initial function
- problem with initial function .
Theorem 3.1 will be used to prove uniqueness of discontinuous viscosity solutions of problems , , and with initial data which have a finite number of jump discontinuities. Below we indicate these problems generically by
[TABLE]
So , in case of problems and , in case of problems and , and in condition the set is replaced by .
We denote by the points where is discontinuous and set and for , where
[TABLE]
The main statement of the following result is part , the uniqueness of viscosity solutions.
Theorem 3.4**.**
Let satisfy , and let , be defined by (3.11). Let satisfy in .
* If and are viscosity solutions of problem with initial condition , then a.e. in .*
* If is the viscosity solution of problem with initial condition , then:*
for all the restriction has a continuous representative in ;
for all there exists a unique such that
[TABLE]
for all the representative is Lipschitz continuous with respect to in :
[TABLE]
for all and ,
[TABLE]
[TABLE]
where is defined by (3.16) with replaced by .
Remark 3.2**.**
Let - be satisfied and let be the viscosity solution of problem with initial function . By claim in Theorem 3.4,
[TABLE]
Conversely, if has a jump discontinuity at , then from claim in Theorem 3.4 it follows that for every
[TABLE]
and there exists such that
[TABLE]
More precisely, if has a jump discontinuity at , then initial jumps cannot change sign: for all there holds
[TABLE]
[TABLE]
(see also Proposition 3.2 and Lemma 5.1 below).
An almost immediate consequence of Theorems 3.3 and 3.1 is a comparison principle for piecewise continuous viscosity solutions:
Corollary 3.5**.**
Let satisfy , and let and satisfy in . If and are viscosity solutions of problem with initial data a.e. in , then a.e. in .
4. Comparison between viscosity sub- and supersolutions
In this Section we prove Theorem 3.1. To do so, we need two preliminary results of independent interest.
Proposition 4.1**.**
Let . Let , with , .
* Let be a viscosity subsolution of equation (1.1) in , and let .*
Let be a local maximum point of in . Then
[TABLE]
Let be a local maximum point of in . Then
[TABLE]
* Let be a viscosity supersolution of equation (1.1) in , and let .*
Let be a local minimum point of in . Then
[TABLE]
Let be a local minimum point of in . Then
[TABLE]
Proof.
We only prove (4.1). The proofs of (4.2)-(4.4) are similar.
Let be a local maximum point of in . Then
[TABLE]
whence
[TABLE]
for all and
[TABLE]
First we consider the case that . Then (4.5) holds with and there exists such that , , and has a strict maximum at (, see [26, Proposition 2.6]). For all sufficiently small the function has a maximum at some point ; observe that by the minimality of , and as . By (3.2), for such values of there holds . Letting we obtain that . Since , we obtain (4.1).
Now let . Then there exists a sequence such that (4.5) holds for , thus for all . By the arbitariness of , (4.5) holds for all . Hence for any there exists such that , , and has a strict maximum at .
Since, by Lemma 2.1, there exists such that
[TABLE]
In particular, for every there exists such that
[TABLE]
Let be fixed, and for set
[TABLE]
Then , and
[TABLE]
[TABLE]
[TABLE]
Without loss of generality we may assume that . We fix a positive constant and set .
Claim: If is sufficiently small and , then has a maximum in which is attained at a point .
In fact, since has a strict maximum at and (4.11) holds, for all small enough and the function has a maximum in , attained at a point . It remains to prove that . Suppose that . Then , since has a strict maximum at and for every (see (4.10)). On the other hand, by (4.7) and the equality (see (4.8)), we have that
[TABLE]
Since (see (4.6)), for all sufficiently large we also get
[TABLE]
Since by (4.6), we have found a contradiction and proved the Claim.
Since is a viscosity subsolution of in , it follows from the Claim, (3.2) and the first equality in (4.9), that
[TABLE]
Since (see (4.9)), it follows from (4.12) that
[TABLE]
On the other hand, letting first and then in (4.11) we find that (recall that and is arbitrarily fixed). Since , we obtain from (4.13) that
[TABLE]
Hence inequality (4.1) also holds if . ∎
Proposition 4.2**.**
Let . Let the trapezoid be defined by (3.1) and let , where .
* Let be a viscosity subsolution of equation (1.1) in . Let \big{(}d-\|H^{\prime}\|_{\infty}t_{0},t_{0}\big{)}, with , be a local maximum point of in . Then*
[TABLE]
* Let be a viscosity supersolution of equation (1.1) in . Let \big{(}d-\|H^{\prime}\|_{\infty}t_{0},t_{0}\big{)}, , be a local minimum point of in . Then*
[TABLE]
Similar results hold for the trapezoids and .
Proof.
We only prove claim for . The remaining proofs are similar. Set
[TABLE]
(observe that under the inverse transformation the set is mapped onto , which is a proper subset of ).
We set for . Then is Lipschitz continuous on and nondecreasing. We claim that is a viscosity subsolution in of the equation
[TABLE]
In fact, fix any , where , and let have a local maximum at ; here by definition (see (2.1))
[TABLE]
It is easily seen that for every such that . Therefore , where , has a local maximum at . Since is a viscosity subsolution of equation (1.1) in , by (3.2), we obtain the claim:
[TABLE]
Now let , and let be a local maximum point of in . Then is a local maximum point of in , where is defined by . Since is a viscosity subsolution in of (4.16) and is nondecreasing, by (4.2) we have that
[TABLE]
∎
Now we can prove Theorem 3.1 for trapezoidal domains. We give the proof for problem in the domain . The proof is similar for problem in and easier for problem .
Proof of Theorem 3.1 for problem . Arguing by contradiction we suppose that
[TABLE]
for some . Consider the function defined by
[TABLE]
where is fixed, and with
[TABLE]
This implies that , and so .
Since is upper semicontinuous, it attains the maximum in at some point . Observe that and depend on and , but for notational simplicity we suppress this dependence.
Since , there holds
[TABLE]
which implies that
[TABLE]
Hence there holds and
[TABLE]
Observe that both estimates can be made independent of .
Now consider the function ,
[TABLE]
Observe that is upper semicontinuous, thus its maximum in exists.
Set for any . Below we prove the following claims.
Claim 1: There exists such that
[TABLE]
Claim 2: There exists which does not depend on such that for all and
[TABLE]
To prove Claim 1 set . By (4.17) and since ,
[TABLE]
Since is nondecreasing, there exists , and Claim 1 follows if we prove that
[TABLE]
In fact, by (4.24)-(4.25) there exists such that
[TABLE]
To prove (4.25), let be a decreasing sequence such that , and let be a maximum point - namely, . Clearly, there exists a converging subsequence (not relabelled) of and a point , , such that as (observe that ). Then, by the upper semicontinuity of ,
[TABLE]
This proves (4.25) and Claim 1 follows.
To prove Claim 2, we preliminarily observe that, by (4.18) and (4.21), for every maximum point of there holds
[TABLE]
In view of (4.19), this implies that
[TABLE]
Now we argue by contradiction. Were Claim 2 false, there would exist a sequence such that , a sequence and a sequence of maximum points of
[TABLE]
By the boundedness of and (4.20), there would exist a converging subsequence (not relabelled) of and a point , such that as . Rewriting (4.27) with , and letting , it follows from the upper semicontinuity of the function at the right-hand side of (4.27) that , which contradicts Claim 1 since . Hence we have also proved Claim 2.
Now we complete the proof. Henceforth we assume that , so that we can use Claim 2. Then the function
[TABLE]
has a maximum at some point with given by Claim 1. Similarly, the function
[TABLE]
has a minimum at some point with as above. Since is a viscosity subsolution and a viscosity supersolution of , by definition and must satisfy suitable differential inequalities at and (see Subsection 3.1 and Proposition 4.1). We show below that these inequalities always lead to a contradiction, whence the result follows. Before proceeding observe that
[TABLE]
[TABLE]
Problem Then (see (4.19)) and we distinguish two cases:
for some and : Since is a viscosity subsolution and is a maximum point of , it follows from (3.4) and (3.2) that
[TABLE]
Similarly, since is a viscosity supersolution and is a minimum point of , it follows from (3.3) (if ) and (4.15) (if ) that
[TABLE]
Subtracting (4.29) from (4.28) we find that , which is a contradiction.
for all and : we fix so small that
[TABLE]
Since we have chosen , and only depend on . Now (4.28) reads
[TABLE]
(since , ). On the other hand, by (4.3) there holds
[TABLE]
Subtracting (4.32) from (4.31) we find that
[TABLE]
whence, as ,
[TABLE]
By (4.30) this implies that , and again we have found a contradiction.
Problem . Then (see (4.19)) and again we distinguish two cases:
for some and : in this case (4.28)-(4.29) follow from (3.2), (3.3) and (3.7), whence again .
for all and : we fix so small that
[TABLE]
(so and only depend on ). By (4.1) there holds
[TABLE]
(since , ). On the other hand, since ,
[TABLE]
Subtracting (4.36) from (4.35) gives
[TABLE]
Letting this implies that
[TABLE]
whence by (4.34) we get , again a contradiction.
It remains to prove Theorem 3.1 for problem .
Proof of Theorem 3.1 for problem . Let with , and for any . Let be defined in by (2.1)-(2.2). As before we set
[TABLE]
for all , with defined by (2.13). By Remark 3.1, the restrictions , are viscosity sub- and supersolutions of problem in (similarly for , ). Since we have already proved Theorem 3.1 for the trapezoidal domains and , we have that
[TABLE]
(notice that and , since ),
[TABLE]
whence, by Remark 2.1, for all . By the arbitrariness of this means that
[TABLE]
Let be arbitrary and fixed. Arguing as before in the rectangle , where , we obtain
[TABLE]
for all . Since
[TABLE]
(see (2.5)), from the above inequality and (4.38) we obtain that
[TABLE]
whence, by the arbitrariness of ,
[TABLE]
It is now clear that in a finite number of steps the claim follows.
5. Regularity
In this section we prove Proposition 3.2. We begin with the proof of the first part, which concerns one-sided Lipschitz bounds in for sub- and supersolution of equation (1.1).
Proof of Proposition 3.2 . To prove (3.12)1, i.e. the first inequality in (3.12), it is enough to show that
[TABLE]
Indeed, taking the as (if ) or (if ) it follows from (2.12) that (5.1) is also satisfied if , and then (3.12)1 follows from (2.5).
We prove (5.1). By Lemma 2.1 applied to the restriction of to , for any there exists such that
[TABLE]
and . Setting and , it follows from Remark 2.1 that
[TABLE]
and from Remark 3.1 that is a viscosity subsolution of equation (1.1) in . Observe that, by Definition 3.2, this implies that is also a viscosity subsolution of problem in .
Let
[TABLE]
It is easy to prove that is a viscosity supersolution of problem in : if and (with ) is a local minimum point of in , then .
Applying Theorem 3.1 in , and observing that, by (5.2)-(5.3), in , we obtain that in . In particular,
[TABLE]
and (5.1) follows from the arbitrariness of .
The proof of (3.12)2 is similar: arguing as before one shows that
[TABLE]
Formulas (3.13) and (3.14) in Proposition 3.2 quantify the fact that initial jump discontinuities cannot disappear instantaneously. They are a special case of the following result, with , and :
Lemma 5.1**.**
Let hold, let be defined by (3.11), let be a viscosity solution of equation (1.1) and let . Let be such that
[TABLE]
[TABLE]
and set
[TABLE]
Then for all
[TABLE]
[TABLE]
Proof.
We only prove (5.7), the proof of (5.8) is similar. By assumption, for any there exists such that
[TABLE]
[TABLE]
whence, since ,
[TABLE]
[TABLE]
Then we get that for all and
[TABLE]
Similarly, using (5.10) instead of (5.9), for all and
[TABLE]
In particular we obtain from the above inequalities that for all
[TABLE]
Now set
[TABLE]
Observe that as . Then for all and there holds
[TABLE]
whence, by (5.11), for all , , and
[TABLE]
[TABLE]
Plainly this implies that for all
[TABLE]
(the equalities in these estimates follow from Lemma 2.1 applied to , respectively ). Therefore it follows from Lemma 2.1 that
[TABLE]
[TABLE]
for all . Since is arbitrary and as , the conclusion follows. ∎
The concept of barrier effect of a discontinuity, discussed in the Introduction, is made precise by the following lemma.
Lemma 5.2**.**
Let , and let , and . Let be a viscosity solution of problem .
* If in , then is a viscosity solution of .*
* If in , then is a viscosity solution of .*
* If in , then is a viscosity solution of .*
* If in , then is a viscosity solution of .*
Similar statements hold for viscosity solutions of problems , and equation (1.1) in .
Remark 5.1**.**
Let and , with . Then, for any , it can be easily checked that the conclusions of Lemma 5.2 hold true for viscosity solutions of problems , or in .
Proof.
We only prove , since the other proofs are similar. We set . Since in (see Remark 2.1) and is a viscosity solution of in , is a viscosity solution of (1.1) in . By Definition 3.2, it remains to prove that if and is a local maximum point of in , then
[TABLE]
To prove (5.14), let (if we argue as in [18, Section 10.2]) and observe first that, by assumption, there holds
[TABLE]
If is a strict local maximum point of in , then
[TABLE]
for some , where . Here is chosen such that . In view of (5.15) this implies that
[TABLE]
From (5.16) and (5.17) we obtain that
[TABLE]
On the other hand, by (5.15) and the upper semicontinuity of we also have that
[TABLE]
thus for some there holds
[TABLE]
Hence we can extend the definition of to so that , and
[TABLE]
By (5.18)-(5.19) is a local maximum point of in , thus by (3.2) we obtain (5.14). ∎
To complete the proof of Proposition 3.2, we show that is nonincreasing with respect to for viscosity solutions of equation (1.1) and prove (3.15).
Proposition 3.2 : proof of (3.15). We prove (3.15a) assuming that and
[TABLE]
Observe that (3.15) follows at once (by subtraction) if we show that
[TABLE]
for .
We only prove the first inequality of (5.21). Let if and let if . We set and . By Remark 2.1 and (5.20)
[TABLE]
By Lemma 2.1 applied to , for all there exists such that
[TABLE]
We set, for all and ,
[TABLE]
Observe that there exist and such that for all
[TABLE]
and
[TABLE]
One easily checks that if , then, by (5.25), is a viscosity supersolution of problem in .
On the other hand, if it follows from Lemma 5.2 (see also Remark 5.1) that is a solution of in , and hence, by Definition 3.2, is a viscosity subsolution of problem in (if we argue similarly: the restriction , with , is a viscosity solution of in and , which coincides with the restriction of to , is a viscosity subsolution of in ). By (5.24) and Theorem 3.1, this implies that in for all . In particular
[TABLE]
(here we have used the second equality in (5.22)). Choosing such that and as , we obtain that
[TABLE]
and the first inequality in (5.21) follows from the arbitrariness of .
6. Proof of existence: Perron’s method revisited
Proof of Theorem 3.3. We first prove the existence of a viscosity solution of the Cauchy problem . We adapt Perron’s method used by Ishii ([24]) to our definition of semi-continuous envelopes based on essential limits.
Let , and let be defined in (3.11). Set
[TABLE]
Then is a viscosity subsolution of , a viscosity supersolution, and
[TABLE]
Let be the set of viscosity subsolutions of such that and in (observe that these two inequalities are equivalent: if for example , then and, by Lemma 2.1, ). We set
[TABLE]
Since , we have in . In particular, it follows that in , hence for (see (6.1)). On the other hand , whence in and, by (6.1), for . So we have . Analogously, since and in , from Lemma 2.1 we get and in , thus (see (6.1))
[TABLE]
Then we have proved that for any .
We claim that the function defined in (6.2) is a viscosity solution of . By the above remarks, it is enough to show that is a viscosity solution of in . We shall prove this in two steps.
Step 1: is a viscosity subsolution of in .
Let , and fix . Then
[TABLE]
Since there exists a sequence such that , we have that
[TABLE]
Since is arbitrary this statement holds for all .
Let and be such that has a strict local maximum at . Let be such that
[TABLE]
(this is possible by the definition of ). By the definition of , for all there exists such that
[TABLE]
Let be so small that in , and let be a point at which has its maximum in . Hence
[TABLE]
and, by (6.3),
[TABLE]
This means that
[TABLE]
Up to subsequences we have that . Recalling that, by Lemma 2.1,
[TABLE]
for any there exists such that
[TABLE]
Since , for fixed there exists such that
[TABLE]
So we have found that for all there exists such that
[TABLE]
Combining this with (6.4) we find that
[TABLE]
Passing to the limit and using the arbitrariness of we conclude that
[TABLE]
Since the local maximum of at is strict, this means that . Finally, since has a maximum at we have that
[TABLE]
Passing to the limit this implies that , and we have completed Step 1.
Step 2: is a viscosity solution of in .
Arguing by contradiction we suppose the is not a viscosity solution of in . In view of Step 1 this means that is not a viscosity supersolution of in . Hence there exist and such that has a strict local minimum at and
[TABLE]
Observe that by definition we have in , thus by Lemma 3.2. So let us assume that
[TABLE]
(otherwise also would have a minimum at , and so at , a contradiction). Since and is lower semicontinuous, there exist and such that
[TABLE]
Since the minimum of at is strict and is lower semicontinuous, we may choose so small that
[TABLE]
So
[TABLE]
Now we set
[TABLE]
Since in B_{2r}(x_{0},t_{0})\cap\big{(}\mathbb{R}\times[0,T]\big{)}, and , the function belongs to . This implies that for all
[TABLE]
Since the right-hand side of the above inequality is a smooth function, we also have that
[TABLE]
Choosing we obtain , a contradiction. This completes the proof of Theorem 3.3 in the case of problem .
Let us now consider the initial-boundary value problem . We shall only prove the result for problem in with initial data the proof is analogous in the other cases.
Let be defined by setting
[TABLE]
where are chosen so that
[TABLE]
and are the constants in (3.11). Let be the viscosity solution of the Cauchy problem with initial condition , given by step above. By (3.8) and (3.12) for all there holds
[TABLE]
(here , for notational simplicity). Moreover,
[TABLE]
Then for all we have
[TABLE]
[TABLE]
whence by (6.6)
[TABLE]
[TABLE]
Arguing as in the last part of the proof of Lemma 5.1, it follows from the above inequalities that for all
[TABLE]
Hence by Lemma 5.2, is a viscosity solution of problem with initial data . This proves the result.
7. Proof of uniqueness
In step of the following proof we use Lemma 5.2, which describes the barrier effect of spatial discontinuities, to handle possible discontinuities of viscosity solutions if is piecewise continuous.
Proof of Theorem 3.4. The result is easily proven if : if is bounded, then in and, by (3.8) and (3.9), in ; hence has a continuous representative in and, by Proposition 3.2, is Lipschitz continuous with respect to in and satisfies (3.17). If is unbounded we argue similarly, using (3.10) instead of (3.9).
Let us consider the general case of initial data as in assumption . For simplicity we suppose that has a single jump discontinuity at , and that
[TABLE]
If or the number of jumps is finite, the proof is similar.
Let and be two viscosity solutions of with initial datum . By (7.1) and (3.13) there exists such that
[TABLE]
Therefore .
Consider the set and the restrictions and . By Lemma 5.2 (see also Remark 5.1), and are viscosity solutions in of a problem with lateral boundary condition at , with continuous initial function . As already observed, Theorem 3.4 holds for continuous initial data, hence there holds a.e. in , where .
Similarly, the restrictions of and to coincide a.e. in with a continuous solution . In particular we have found that a.e. in , and (3.17) is satisfied in .
It follows from (7.2) that for all
[TABLE]
If the proof is complete, otherwise we claim that . Arguing by contradiction, it follows from the continuity of in () that there exists such that for all sufficiently close to . Then by Lemma 5.1 there exists , independent of (see (5.7)), such that (7.2) holds for every , a contradiction for with the definition of .
Since in and , we have that
[TABLE]
Let . For the sake of simplicity, we assume that is bounded (otherwise we argue similarly and consider suitable trapezoidal domains as in (3.1) instead of ). By Theorem 3.1 (applied in ) and (7.4)
[TABLE]
[TABLE]
Since as , we conclude that in , whence in . Moreover, by the above considerations, both the restrictions and (, ) of the viscosity solution of problem admit continuous representatives (), and if and only if . This proves claims and of Theorem 3.4. Finally, (3.17) and claim follow from (3.12) and (3.15), since by (7.3) we have and for all (observe also that, if , for ).
Finally we show that the existence and uniqueness of piecewise continuous viscosity solutions implies a comparison principle for these solutions.
Proof of Corollary 3.5. Let a.e. in . By the uniqueness of viscosity solutions (Theorem 3.4), it is enough to show that the corresponding viscosity solutions and given by Perron’s method satisfy a.e. in . But this follows trivially from the pointwise definition in the proof of Theorem 3.3 of and in terms of the corresponding sets , say and , and the observation that since a.e. in .
Acknowledgement. MB acknowledges the MIUR Excellence Department Project awarded to the Department of Mathematics, University of Rome Tor Vergata, CUP E83C18000100006, and the project Beyond Borders of the University of Rome Tor Vergata, CUP E84I19002220005.
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