RECENT DEVELOPMENTS IN THE THEORY OF FUNCTION SPACES H. TRIEBEL Sektion Mathematik, Universitiit Jena DDR-6900 Jena, Universit~its Hochhaus
i. Introduction
The word "function spaces" covers nowadays rather different bran-
ches and techniques. In our context function spaces means spaces of
functions and distributions defined on the real euclidean n-space R n
which are isotropic, non-homogeneous and unweighted. More precisely,
this survey deals with the spaces s and F s Bp,q p,q on R n which cover
Holder-Zygmund spaces, Sobolev-Slobodeckij spaces, Besov-Lipschitz
spaces, Bessel-potential spaces and spaces of Hardy type. First we try
to describe how the different approaches are interrelated, inclusively
few historical remarks. Secondly, we outline some very recent develop-
ments which, by the opinion of the author, not only unify and simplify
the theory of function spaces under consideration considerably, but
which also may serve a starting point for further studies.
2. How to Measure Smoothness?
Let R be the real euclidean n-space. The classical devises to mea- n
sure smoothness are derivatives and differences. If one wishes to ex-
press smoothness not only locally but globally, in our case on Rn, then
function spaces, e.g. of Lp-type, seem to be an appropriate tool. We m
use standard notations for the derivatives D e and the differences A h,
D = al an if x : (Xl,...,x n) 6 Rn, ~ = (~l,...,en),l~i =
8x I ...Sx n n
= Ze. j=l 3
and m m-l.l
A f(x) = f(x + h) - f(x)~ A h = A h A h
if x 6 R n, h E Rn, and m = 2,3,... Furthermore,
IPdx) I/p , lif[Lp1[ = ( f{f(x) 0 < p S ~ ,
R n
with the ssual modification if p = ~. Recall that S and S" stand for
the Schwartz space of all complex-valued infinitely differentiable
rapidly decreasing functions on R n and the space of all complex-
96
-valued tempered distributions on R , respectively. Of course, the n
spaces L with 0 < p S ~ have the usual meaning (complex-valued P
functions).
Definition i. (i) (H~lder-Zygmund spaces). Let s be a positive
number and let m be an integer with 0 < s < m. Then
C s = {flf 6 L~'YflcSllm = nflL U + sup lhl-Sl~f(x) l < ~}. (I)
xe R n 0 #he R n
(ii) (Sobolev spaces). Let 1 < p < ~ and let m be a natural
number. Then
W~ = {flf e Lp, nf~wmn~ = ~ lIDafIL II < ~}. (2)
Remark I. Let 0 < s < 1. Then
lJflCS~l= sup If(x) l + sup If(x) - f(y)l (3) 2 xeR x%y Ix-yt
n
are the familiar norms in the Holder spaces C s. If s is a positive
fractional number, i.e. 0 < s : [ s] + {s} with Is] integer and 0 <
< {s} < 1 then ( ~ can be extended by
liD~fiL~n + ~ ILD~fIc{S} il i " OSI~ISI s) I~ l= l s]
The corresponding spaces are the well-known Holder spaces (on R n) as
they had been used since the twenties. It had been discovered by A.
Zygmund [29] in 1945 that it is much more effective to use higher dif-
ferences than derivatives combined with first differences. Definition
l(i) must be understood in this sense. In particular if s is given
then all the admissible norms IIflcSH are equivalent to each other. The m
spaces ~D have been introduced by S.L. Sobolev [16] in 1936. The deri-
vatives involved must be understood in the sense of distributions.
In the fifties several attemps hade been made to extend the spaces
1 W2,... and to re- from Definitio I, to fill the gaps between Lp, Wp,
place the sup-norm in (i) by other norms. On the basis of quite diffe-
rent motivations S.M. Nikol'skij introduced in the early fifties the
spaces A s with s > 0, 1 < p < ~ (we always prefer the notations p,~ used below which are different from the original ones) and L.N.Slobo-
deckij, N.Aronszajn and E.Gagliardd defined the spaces A~,p~ with s > 0,
1 < p < ~. The next major step came around 1960. Let F and F -I be the
Fourier transform and its inverse on S', respectively. Let s
I sf = F-I[(1 + i~12)2Ff], f 6 S', -~ < s < ~ (4)
Definition 2. (i) (Besov-Lipschitz spaces). Let s > 0, i < p <
97
and 1S q S ~. Let m he an integer with m > s. Then
A s = {f{f 6 Lp, lfflA s" ~ + P,q p,qHm-~ HflLp
1
÷ ( Ilhl-squA~f(.)[L iS q ~h )q < ~} R n P lht n
(usual modification if q = ~).
(ii) (Bessel-Dotential sDaces). Let -~ < s < ~ and 1 < p <
Then
H s = {flf e S',HfIHSll = HI fIL II < ~] . (6) p p s p
Remark 2. The Besov-Lipschitz spaces A s have been introduced by P,q
O.V. Besov [2,3] (following the way paved by S.M.Nikol'skij). They
proved to be one of the most successful scales of function spaces. The
two sup-norms in (i) (with respect to x E R n and h E R n) are splitted
in (5) in an Lp-nOrm and an Lq-nOrm. In some sense these spaces are the
appropriate extensions of the spaces C s in the way described above
and they fill the gaps between the Sobolev spaces in a reasonable way,
although the Sobolev spaces are not special cases of the spaces A s P,q
if p ~ 2. As in the case of the spaces C s all She admissible norms
nfIA~,qn m = (with different m's) are pairwise equivalent. The spaces
H s have been introduced bv A.P.Calderon [5] and N.Aronszajn, K.T. P
Smith [ i]. First we remark that
H s = W s if s = 0,i,2,... and 1 < p < P P
s fill the gaps between the Sobolev In other words, also the spaces Hp
spaces and extend these spaces to negative values of s. But more impor-
tant, successful method, the Fourier-analytic approach, or the spec-
tral approach, which we discuss in the next section.
3. The Fourier-Analytical Approach
We return to (4) and (6). Let ~ be the Laplacian on R n and let E
be the identity. Recall that
(E - A)f : F-I[(1 + i~J2)Ff], f 6 S' .
More general, the fractoonal powers of E - A are given by s s I
(E - A)2f = F-I[(1 + J~t2)~Ff] , feS', -~<s< ~
In other words, f 6 H s if and only if (E - ~)s/2 f 6 L . This gives a P P
better feeling what is going on in (6). In particular, smoothness is
measured in the Fourier image by the weight-function g(~) = (i ,i~12) s/2,
and the growth of this weight-function at infinity represents the degree
of smoothness. Let h(~) be another positive smooth weight-function,
not necessarily of the above polynomial type. In order to provide a
better understanding of the Fourier-analytical method we dare a bold
speculation: If hl(~) and h2({) are two weight-functions with the
same behaviour at infinity then they generate the same smoothness
class in the above sense. It comes out that something of this type is
correct (via Fourier multiplier theorems), but we shall not try to
make this vague assertion more precise. But on the basis of this
speculation we try to replace the above weight-function g(~) =
= (i + I~12) s/2 by more handsome weight-functions which offer a great-
er flexibility. If I~I ~ 2 j with j = 0,i,2,... then g(~) ~ 2 js. Hence
one can try to replace g(~) by a step function g(~) with g(~) ~ 23s if
[~i ~ 2 j. This replacement is a little bit too crude, but a smooth
version of this idea is just what we want. We give a precise formula-
tion. Let ~({) E S with
1 supp 9 C {~I~ S l~i ~ 2]
and
~(2-J{) = 1 if ~ # 0 .
Functions with these properties~ exist. Let ~j(~) = ~(2-3~) if j = 1,2,
3,... and ~0(~) = 1 - ~l~j(~). Then ~0(~) has also a compact support. j s
of (I + I~i2) 2 is now given by ~ 2Jsgj({). We The desired substitute
introduce the pseudodifferential operators j=0
~9(D)f(x) = F-l[~j(~)Ff](x), x e Rn, j = 0,1,2, .... f 6 S'. (7)
This makes sense because by the Paley-Wiener-Schwartz theorem ~j(D)f(x)
is an analytic function in R n for any f E S'. Furthermore, by a theorem
of Paley-Littlewood type we have
IIf IHSll 12Js~j(D)f(.)12)i/21Lpll, -~ < s < ~, 1 < p<~ (8) II( P j=0
(in the sense of equivalent norms). This is the substitute we are look-
ing for. Now we can ask questions.Does it make sense to replace the
12-norm in (8) by an lq-norm (or quasi-norm)~ 0 < q ~ ~ ? Is it reaso-
nable to interchange the roles of Lp and 12 (or more general lq) in
(8)?
Definition 3. (i) Let -~ < s < ~, 0 < p S ~ and 0 < q S ~. Then
B sp,q= [fif 6 S',llfJB~,qll = (3~02Jsqu~j(D)f(.)ILpllq)i/q.= < ~] ~ (9)
(usual modification if q = ~) .
(ii) Let -~ < s < ~, 0 < p < ~ and 0 < q ~ ~. Then
F s = {flf e S',IIflF s n = ~( ~ 2Jsql~j(D)f(.)lq)I/qlL U<~] (i0) P'q P'q ~ j=0 P
99
(usual modification if q = ~ ).
s and Remark 3. For all admissiSle values s,p,q the spaces Bp,q
F s are quasi-Banach spaces (Banach spaces if p > 1 and q > i)~ and p,q - _
they are independent of the chosen function ~ (in the sense of equiv-
alent quasi-norms). Maybe this fact is not so astonishing if p and q
are restricted by 1 < p < ~ and I < q < ~, because in those cases the
Fourier multiplier theory for Lp with 1 < p < ~ and its vector-valued
counterparts can be taken as hints that something of this type may be
valid. But it was a big surprise, also for the creators of this theory,
that these definitions make sense even if 0 < p s 1 (and 0 < q ~ i).
The only exception is p = ~ in the case of the spaces F s (but even P,q
in this case one can do something after appropriate modifications).
The above definition of the spaces B s is due to J.Peetre [11,12]. P,q
The spaces F s have been introduced by the author [19], P.I.Lizorkin P,q
[I0] and J.Peetre [13]. Fro the greater part of the theory of these
spaces a restriction to p Z i, q ~ i would be artifical. But from a
technical point of view such a restriction often simplifies the proofs
because one has the elaborated technique of Banach space theory at
hand (and one avoids a lot of pitfalls which are so abundant if p<l).
Systematic treatments of the theory of the spaces B s and F s have P,q P,q
been given in [14] (mostly restricted to B s with 1 ~ p S ~ ) and P,
[23] (with [21,22] as forerunners, cf. also ~20]). Again one can ask
questions. What is the use of these spaces? What is the connection of
these spaces and those ones introduced in Section 2? As far as the
latter question is concerned one has the following answer.
Theorem i. (i) Let s > 0. Then
C s = B s
(ii) Let i < p < ~ and -~ < s < ~. Then
H s = F s P P,q '
(in particular, ~ = F s if m = 0,1,2, and 1 < p < ~ ) p,2 . . . .
(iii) Let s > 0, i < p < ~ and i ~ q ~ ~. Then s = B s Ap,q p,q
(iv) Let 0 < p < ~. Then F 0 p,2
Hardy type.
(11)
(12)
(1 3)
is a (non-homogeneous) space of
Remark 4. Proofs may be found in [23], cf. also Sections 6 and 7.
4. Points Left Open
The Fourier~analytical approach proved to be very useful in con-
lO0
nection with applications to linear and non-linear partial differen-
tial equations, cf. [20,23] as far as linear equations are concerned.
In the recently developed method of para-multiplications by J.M.Bony
and Y.Meyer (in order to obtain local and microlocal smoothness asser-
tions for non-linear partial differential equations) characterizations
of type (II) play a crucial role. An extension of these methods to the
full scales B s and F s has been given by T.Runst [15] (there one P,q P,q
can also find the necessary references to the papers by Bony, Meyer).
There is no claim that this paper gives a systematic description
of the history of those function spaces which are treated here. We o-
mitted few important developments. But we wish to mention at least few
key-words and some milestone-papers. Interpolation theory plays a cru-
cial role in the theory of function spaces since the sixties. The out-
standing papers are those ones of J.-L.Lions, J.Peetre [9] and A.P.
Calderon [6]. A systematic approach to the theory of function spaces
from the standpoint of interpolation theory has been given in [20].
Another important approach to the theory of function spaces is the
real variable method in the theory of Hardy spaces and the elaboration
of the technique of maximal functions. The milestone-paper in this
field is C.Fefferman, E.M.Stein [7].
5. Harmonic and Thermic Extensions
The interest in Hardy spaces has its origin in complex function
theory: traces of holomorphic functions in the unit disc or the upper
half-plane on the respective boundaries. A generalization of this idea
yields a characterization of functions and distributions of the spaces
B s and F s on R as traces of harmonic functions or temperaturs in p,q p,q n +
Rn+ 1 = [(x,t)Ix • Rn, t > 0} cn the hyperplane t = 0, which is identi-
n ~2 fied with R n. We reformulate this problem as follows. Let A =
j=l ~x~ 3
be the Laplacian in R and let f 6 B s or f E F s . What can be said n p,q p,q
(in the sense of characterizing properties) about the solutions u(x,t)
and v(x,t) of the problems
( ~zu + AU)(x,t) = 0 if (x,t) • + u(x,0) f(x) if x E R (14) ~t2 Rn+l} = n
(harmonic extension) and
(Sv Av)(x,t) = 0 if (x,t) • + (15) - Rn+ll v(x,0) = f(x) if x • R n
(thermic extension)? At least in a formal way the solutions u(x,t) and
101
V(x,t) are known,
t u(x,t) = P(t)f(x) = c ~ n+l f(y)dy, x e Rn, t>0 (16)
R n (|x_yl2÷ t 2) 2
(Cauchy-Poisson semigroup) and 2
n _Ix-~l - m
v(x,t) = W(t)f(x) = ct 2 fe 4t f(y)dy, x e Rn, t > 0 (i 7) R n
(Gauss-Weierstrass semigroup). If f E S' is given, then (17) makes sen-
se. Furthermore, (16) must be understood in the following theorem via
limiting procedures. If a is a real number we put a+ -- max (0,a).
Theorem 2. Let 9 0 E S with 90(0) # 0.
(i) Let - ~ < s < ~, 0 < p < ~, and 0 < q < ~. Let k and m be non-
negative integers with k > n( 1 - i)+ + max (s,n( 1 - i) ) and 2m > s. Then P P + 1
1 U~0(D)flLp[I + (.0 f t(k-s)q" ~t ~0kp(t)f Lpliq ~-dt )q (18)
and s 1 i (m-~)qll0mw(t)flL ii q at )q ll~0(D)flL II + ( f t (19)
P 0 3t m P ~-
(modification if q = ~ ) are equivalent quasi-norms in B s . If s > P'qil - [i in (i 8) (i 9) can be replaced by fIL II. n( 1 I)+ then II~0(D)flL p ~ P
(ii) Let -~ < s < ~, 0 < p < ~ and 0 < q < ~. Let k and m be non-
n i~ i)+) and 2m > s. -negative integers with k > min(p,q) + max (s,n(~ -
Then ]
H~o(D)flLp~ + ll(0~it(k-s)q ~t~.)lq~kp(t)f~ ~)qILpll (20)
1 and I (m-~)qi~mw(t)f(.)lq ~- )qILpll (21) II~0(D)flLpII + I{( ~ t ~ dt --
0 @ t m
(modification if q = ~ ) are equivalent quasi-norms in F s . If s > P,q
n(p - i)+ then ll~0(D)flLpll in (20), (21) can be replaced by ]IfILplI.
Remark 5. Characterizations of the above type have a long history.
As far as the classical Besov-Lipschitz spaces A s and the Bessel- P,q
-potential spaces H s are concerned the first comprehensive treatment P
in the sense of the above theorem has been given by MoH.Taibleson [ 18],
cf. also T.M.Flett [ 8]. In this context we mention also the books by
P.L.Butzler, H.Berens [ 4] and E.M. Stein [ 17] where one can find
many informations about characterizations of the above type (for the
classical space) and the semigroups from (16) and (17), cf. also [20,
I02
2.5.2, 2.5.3]. More recent results (characterizations of the spaces
s and s in the sense of the above theorem) have been obtained Bp,q Fp,q
by G.A.Kaljabin, B.-H.Qui and the author. The above formulation has
been taken over from [25] (cf. also [23, 2.12.2] where we also gave re-
ferences to the papers by B.-H.Qui and G.A.Kaljabin).
6. Unified Approach
Up to this moment we said nothing how to understand that the
apparently rather different approaches via derivatives, differences,
Fourier-analytical decompositions, harmonic and thermic extensions,
always yield the same spaces B s and F s In [23] we proved equiva- p,q p,q"
lence assertions of the above type mostly by rather specific arguments,
cf. also [14,22]. But recently it became clear that there exists a
unified approach which covers all these methods, at least in principle,
and which sheds some light on the just-mentioned problem. We follow
[25] where [24] may be considered as a first step in this direction.
The basic idea is to extend the admissible functions ~ and ~j in (7)
and (9), (i0), Such that corresponding (quasi-)norms in the sense of
(9), (i0) cover automatically characterizations of type (18), (19) and
(5). We recall that
~(tD)f(x) = F-l[~(t.)Ff](x) = ct k 8kp(t)f(x) if ~(~) =
= j~ike_l~ I ~t k (22)
and
~(~t D)f(x) ct m 8mW(t)f(x> if ~(~) ~ J~12me -I~2 : (2 3) 8 t m
F u r t h e r m o r e we r e m a r k t h a t t h e d i s c r e t e q u a s i - n o r m s i n ( 9 ) and ( i 0 )
h a v e a l w a y s c o n t i n u o u s c o u n t e r p a r t s , i . e .
! i Spl lq d t )q ( 2 4 ) II + ( I t - s q l l ~ ( t d ) f ( . ) l ~--- II~0(D)flLp 0
is the continuous substitute of the quasi-norm in (9) and
I i [I~0(D)flLpll + If(0 / t-sqI~(tD)f(" )lq ~--dt )qILpll (25)
is the continuous substitute of the quasi-norm in (I0). This replace-
ment of "discrete" quasi-norms by "continuous" ones is a technical mat-
ter and has nothing to do with the extension of the class of admissible
~'s which we have in mind. If one puts (22),(2 3) in (24)~(25) then
one obtains (18)-(21)° Of course one has to clarify under what condi-
tions for the parameters involved this procedure is correct. However
before giving some details we ask how to incorporate derivatives and
103
differences in this Fourier-analytical concept. We have
~(D)f(x) = cD~A~f(x) if ~(~) = ~(e i~h- i) m, (26)
n with ~ = (el,...,en#, m natural number, and Sh = ~ {jhj, ~e= ~ii...
...$~n. The three functions ~ in (29),(2 3)~(26) h~ve in common that n
they tend to tero if ISt + 0 (even if e = 0 in (28)). In addition the
functions ~ from (22),(2 3) have the same property if I~I + =. If one
compares these functions ~ with the function ~ from Section 3 used
in Definition 3 then it seems to be at least plausible that one can
substitute ~ in (9)~(10) by the functions ~ from (22)~(2 3) if k and
m are chosen sufficiently large. As for the function ~ form (26)
this question is more delicate. First one has no decay if ~ tends to
infinity and secondly one has not only to handle an isolated function
but a family of functions parametrized by h E R (and, maybe, by e). n
We return to these questions later on and formulate a result which co-
vers in principle all cases of interest.
Let h(x) C S and H(x) E S with supp h C {yl l yl ~ 2}, supp H C {yI 1 1
K lyl ~ 4}, h(x) = i if ]xl ~ i, and H(x) = i if ~ K Ixl S 2.
Theorem 3. Let 0 < p ~ ~, 0 < q ~ ~ and -~ < s < ~. Let s 0 and s 1
be two real numbers with 1
- i)+ < s < s I and s I > n(~ - i)~ . (27) So+ n(~
Let ~0(~) and ~(~) be two infinitely differentiable complex-valued
functions on R n and R n- {0}, respectively, which satisfy the Tauberi~
conditions 1
I~0(~)I > 0 if I~t ~ 2 and I~(~)I > 0 if ~ ~ l~I ~ 2. (28)
let p = rain (1,p) and
~I(F-I ~(z)h(z) )(y)IPdy < ~ ~ (29) R sl n Izl
-ms0P sup 2 fl(F-l~(2m.)H(.))(y)IPdy < ~ , (~)
m= i, 2, .. R n
and (~) with ~0 instead of ~. Then
ll~0(D)flLpll + ( I t-sqll~(tD)f(.)ILpllq ~ )q (3ql 0
(modification if q = ~ ) is an equivalent quasi-norm in B s . P,q
Remark 6. This formulation coincides essentially with Theorem 3 in
[25] Of course, ~(tD)f F-l[ • = ~(t.)Ff](x) and (31) coincides with (24)
This theorem has a direct counterpart for the spaces F s .Furthermore s s P'q .
there are some modifications (both for Bp,q and Fp,q) where not onzy a
104
single function ~ but families of these functions are involved, cf.
the considerations in front of the above theorem. Maybe the crucial
conditions (29) and (30) look somewhat complicated and seem to be hard
to check. But this is not the case, in particular for functions of type
(26) the formulations (29)~(30) are well adapted. Furthermore, if one
uses
IIF-I~ILvn ~ 1 S cUllH ~, 0 < v ~ i, 6 > n(~ - ~), (~)
then one can replace (29)~(30) by more handsome-looking conditions, 6
even Sobolev spaces W~) are where only Bessel-potential spaces H 2 (or
involved.
Remark 7. Theorem 2 follows from Theorem 3 and its F s -counte[- P,q
part. One has to use the functions ~ from (22)~(2 3).
7. Characterizations via Differences
In principle one can put ~ from (26) in Theorem 3 and its F s p,q- counterpart. One can calculate under what conditions for the pamaterers
(29)~(30) are satisfied. However as we pointed out in front of Theorem
3 one has to modify Theorem 3, because one needs now theorems with fa-
milies of functions ~ instead of a single function ~. This can be
done, details may be found in [25]. We formulate a result what can be
obtained on this way.
1 Theorem 4. (i) Let 0 < p S ~, 0 < q S ~ and n(~ - i)+< s < m,
where m is a natural number. Then 1
llflLpll + ( lhl~f lhl-sqnAmflLpnqh dhlhl ~ )q (33)
(modification if q = ~ ) is an equivalent quasi-norm in B s n P'q
(ii) Let 0 < p < =, 0 < q S ~ and min(p,q) < s < m, where m is a
natural number. Then 1
llflLpll + 0( f lhl-sqj(~f)(.)lq dh )qlLpU (~) lhlSl lhl n
(modification if q = ~ ) is an equivalent quasi-norm in F s P,q
Remark 8. We refer for details to [25] where we proved many other
theorems of this type via Fourier-analytical approach from Section 6
and few additional considerations. However the theorem itself is not
new, it may be found in [23, 2.5.10, 2.5.12]. But the proof in [23] is
more complicated and not so clearly based on Fourier-analytical results
in the sense of Theorem 3. On the basis of Theorem 4 one has now also a
105
better understanding of (ii) and (i 3). We prefered in the above theo-
rem a formulation via differences only. But one can replace some
differences by derivatives, as it is also suggested by (26).
8. The Local Approcah
The original Fourier-analytical approach as described in Section 3
does not reflect the local nature of the spaces B s and F s o If P,q P,q
x E R n is given then one needs a knowledge of f on the whole R n in
order to calculate ~j(D)f(x) in (7). This stands in sharp contrast to
the derivatives D~f(x) and the differences A~f(x) with lh[ ~ 1 as they
have been used above. However the extended Fourier-analytical method
as described in Section 6 gives the possibility to combine the advan-
tages of the original Fourier-analytical approach and of a strictly
local procedure. We give a description. Let k 0 6 S, and k E S with
supp k 0 C [y[ [y[ ~ i], supp k C [y[ [yl ~ I],
(Fk0)(0) • 0 and (Fk)(0) # 0. n ~2
Let k N = ( ~ 2 )Nk, where N is a natural number. We introduce the j:l 8xj
means
K(kN,t)f(x) : fkN(Y)f(x + ty)dy, x 6 Rn, t > 0, R n
where now N = 0,1,2,... This makes sense for any f E S'.
(~
Theorem 5. (i) Let -~ < s < ~, 0 < p ~ ~ and 0 < q S ~. Let
0 < c < ~, 0 < r < ~ and 2N>max (s,n(~ - i)+). Then
1 r lIK(k0,e)flLpl[ + ( f t-sqllK(kN,t)flLpll q ~ )q (
0
(modification if q = ~ ) is an equivalent quasi-norm in B s p,q"
(ii) Let -~ < s < ~, 0 < p < ~ and 0 < q s ~. Let 0 < e < ~,
0 < r < ~ and 2N > max (s,n(~ - i)+). Then P i
nK(k0,E)fILpa + ]l(0frt-sqJK(kN,t)f(.)lq t--dt )qlLpt[ (37
(modification if q : ~ ) is an equivalent quasi-norm in F s . P,q
Remark 9. It comes out that the above theorem can be obtained
from Theorem 3 and its F s -counterpart. On the other hand it is clear P,q
that (3) describes a local procedure.
Remark I0. With the help of Theorem 5 one can simplify and unify
several proofs in [23], cf. e.g. [26]. But it is also an appropriate
106
tool to handle psudodifferential operators, cf. [28], and to introduoe
spaces of B s and F s type on complete Riemannian manifolds (which P,q P,q
are not necessarily compact), cf. [27].
References
[i] Aronsazaj,N., Smith,K.T., Theom] of B~sel potentials, I. Ann. Inst. Four~ier (Grenoble) ii (1981), 385-476.
[2] Besov,O.V., 0n a fam//y of funct/on spaces. Embeddings and exte~ions, (Russian) Dokl. Akad. Pall< SSSR 126 (1959), i163-i165.
[ 3] Sesov,0.V., On a family of function spaces in connectio~ with embeddings and ex ter iors , (Russian) Trudy Mat. Ins t . $teklov 6@ (1961), 42-'81.
[ 41 Butzer ,P .P . , Berens,H., Semi-Groups of Op~ators and Approximation, Springer; Berlin, Heidelberg, New York, 1967.
[5] Calder~n,A.P., ieb~gue spac~ of functio~ and dist~ib~, "Part. Diff. [q.", Proc. Syrup. Math. 4, AMS (1981), 33-49.
[6] Calderen,A.P., Intermediate spaces and i}~terpolation, the complex method, Studia Math. 24 (1964), 113-190.
[ 7] Fefferman,C., Stein,E.M., H p spaces of 6euera/ u~L/ables, Acta Math. 129 (1972), 137-193.
[ 8] Flett,T.M., Temp£~u]~, Bessel poten~ and Lepsc~z spaces, Proc. London Math. Soc. 32 (1971), 385-451.
[9] Lions,J.-L., Peetre,J., SuA une claSS d" espaces d' interpolation, Inst. Hautes Etudes Sci. Publ. Math° 19 (1964), 5-68.
[ iO] Lizorkin,P.I., Properties of fu~o~ of th£ spaces A r (Russian) Trudy Mat. Inst. 8teklov 131 (1974), 158-181. P'@'
[ii] Peetre,J., Su~ l~ ~spaces de Besou, C.R. Acad. Sci. Paris, S~r. A-B 264 (1967), 281-283.
[ 12] Peetre,J., Remarq~es SuA les espaeeS de Besov, Le ca6 0 < p < I, C.R° Acad. Sci. Paris, SSr. A-B 277 (1973), 947-950.
[13] Peetre,J., On spae~ of Triebel-Lizorkin type, Ark. Mat. 13 (1975),123-130. |14] Peetre,J., New Thought6 on Besou Spaees, Duke Univ. Math. Series~ Durham, 1976. [15] Runst ,T. , Para-differential op~u~tors in spaces of Triebel-Lizorkin and Besov
type, Z. Analysis Anwendungen. [ 16] Sobolev,S.L. , M~thode nouvelle ~ re6ou~e le probl~me de Cauehy pour les
[qumtio~ lin[aJ~es hyp~teolique~ no~afes, Mat. Sb. i (1936),39-72. [17] Stein,E.M., Singular Integrafz and Niff~entiability Fropert/es of Fuact/ons,
Princeton Univ. Press~ Princeton, 1970. [ 18] Taibleson,M.H., On the theory of iipsch/£z spaces of d/etn/but/ons on euc]~/dean
n-space, [,/[, J. Math. Mechanics 13 (1964), 407-479; (1965), 821-839. [19] Triebel~H., SpaceS of distributions of Besov type on euclidean n-space, D~Lity,
Interpolation, Ark. Mat. i i (1973). 13-64. [20] Tr i ebe l ,H . , Interpolation Theory, Function Spaces, Differential Operators,
North-Holland,.Amsterdam, New York, Oxford, 1978. [21] Triebel,H., Fou]ue~]~ A~fysis and Fan,on Spaces, Te~mbner, Leipzig, 1977. [22] Triebel,H., Spaces of Besov-Ha~-Soboleu Type, Teubner, Leipzig, 1978. [23] Triebel~H., The0ry 0f F~no~0n Spaces, Birkh~user, Boston 1983, and Geest &
Porting, Leipzig, 1983~ [ 24] Triehel,H., Ch~uzct@Y~zations of Besov-Hardy-Sobolev spaces via harmonic
function~, temperatures, and related mea~, J. Approximation Theory 35 (1982)~ 275-297.
[ 25] Triebel,H., Ch~zation6 of Besov-Hardy-Soboleu spaces, a unified approach. [26] Triebel,H., Diffeomorph~m properties and poin~wise multi~eas for spaces of
Bes~v-Hardy-Sobolev type. [27] Tr iebe l ,H. , Spac~ of Besov-Hardy-Sobolev type.on complete Riemannian manifolds. [28] Tr iebe l ,H . , Pseudo-diff~entia£ operators in --F~ q'Spaces" [29] Zygmund,A., Smooth functions, Duke Math. J. 12 (1945), 47-7@.