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Conference rusure::math

Title:Mathematics at DEC
Moderator:RUSURE::EDP
Created:Mon Feb 03 1986
Last Modified:Fri Jun 06 1997
Last Successful Update:Fri Jun 06 1997
Number of topics:2083
Total number of notes:14613

1999.0. "Almost periodic functions" by EVTSG8::ESANU (Au temps pour moi) Mon Sep 18 1995 14:43

re. 1992.16:

I'm starting a new topic, as the almost periodic functions are not so close
to 1992.0.


The original definition of almost periodic (a.p.) functions was given by
Harald Bohr:

*Definition D1*. A continuous function  f:R-->R  is said to be almost
periodic if for every  epsilon > 0  it is possible to find a quantity L > 0 
such that every interval of  R  of length  L  contains at least one number 
tau  such that

	|f(x+tau) - f(x)| < epsilon       for every real  x


Later Bochner found the following equivalent definition:

*Theorem T1*. The continuous function  f:R-->R  is almost periodic if and
only if from every sequence  (f(x+csi(n)))n  of functions obtained from 
f(x)  by means of translations of  R  one can select a uniformly convergent
subsequence.

You'll remark that almost periodicity is classically defined only for
continuous functions.


Properties of the almost periodic (a.p.) functions:


*Proposition P1*. Every continuous a.p. function is bounded and uniformly
continuous on  R .


*Proposition P2*. Continuous periodic functions are also almost periodic.


*Proposition P3*. Sums and products of a.p. functions are also a.p.


*Proposition P4*. For every continuous a.p. function  f:R-->R, the
integral means

                T
	1/(2T) INT f(x+t)dt
               -T

tend, as  T-->oo , to a limit independent of  x , uniformly over  R . This
limit, denoted by

	M{f(t}
	t

is a linear functional defined for continuous a.p. functions.


*Proposition P5*. If  f  and  g  are a.p., then the composite function

	f * g = M{f(x-t)g(t)}
	        t

is also a.p., and we have

	f * g = g * f
	f * (g * h) = (f * g) * h


*Proposition P6*. Denote the set of of the a.p. functions by  /B  (gothic,
please! :-)).

Set	              ____
	<f,g> = M{f(t)g(t)}      and    ||f|| = <f,f>^1/2	       
                t
  _
( z  is the conjugate of the complex number  z ; almost periodicity extends
naturally to functions  R-->C ).

This way  /B  becomes an incomplete Hilbert space. Its dimension is the
power of the continuum.


Consider the system of functions  (e  )         defined by
                                    nu nu /in R
	e  (x) = exp(i*nu*x)
         nu


Then  ||e  ||^2 = M({|e  |^2} = M {1} = 1
         nu       t    nu       t

      <e  ,e  > = 0 for  nu != mu
        nu  mu

For the a.p. function  f:R-->R  the "generalized Fourier
coefficients" are defined as follows:

	c   = <f,e  >
         nu       nu

From Bessel's inequality

           r
	/SIGMA |c   |^2 <= ||f||^2     for any  r  and  0 <= k <= r
          k=0    nu
	           k

we deduce that for every positive  p , the number of values of  nu  for
which  |c  | >= p , can not exceed (1/p^2)||f||^2 . In particular  c   = 0
         nu                                                         nu
for all real  nu  except at most a denumerable set  {nu(1),nu(2),...} .

The series

	/SIGMA c     * e     (x)
	   k    nu(k)   nu(k)

is called the "generalized Fourier series of  f(x) .


*Theorem T2 (The Fundamental Theorem of A.P. Functions)*. The generalized
Fourier series associated with the continuous a.p. function  f:R-->R 
converges in the metric of the space  /B  to the function  f .


*Definition D2*. A distribution function (in the probabilistic sense) is a
non-decreasing real-valued function  F:R-->R  such that

(i)  F  is right continuous, i.e.   lim  F(y) = F(x)
                                    y->x
                                       +
(ii)   lim   F(y) = 0     and    lim  F(y)  = 1
      y->-oo                    y->oo


*Definition D3*. For the distribution function  F , its characteristic
function is defined as being the Fourier-Stieltjes Transform of  f :

                  oo
	phi(t) = INT exp(i*t*x) dF(x)
                 -oo


*Theorem T3*. A distribution function is discrete (i.e. its range is
discrete) if and only if its characteristic function is almost periodic.


Books:
-----

[1] Frigyes Riesz and Bela Sz.-Nagy, Functional Analysis, Dover
Publications, Inc. New York,1990, ISBN 0-486-66289-6

[2] John Knopfmacher, Abstract Analytic Number Theory, Dover Publications,
Inc. New York, 1990, ISBN 0-486-66344-2
T.RTitleUserPersonal
Name
DateLines
1999.1another referenceWRKSYS::ROTHGeometry is the real life!Tue Sep 19 1995 06:107
  I think I've seen a book by Bohr on the topic in the Chelsea
  catalog.  I'm not sure what motivated the investigation of this
  subject but had origionally guessed that it may have come from noninear
  oscilations or limit cycles - maybe I'm mistaken though.  I never
  read up on it.

  - Jim
1999.2More properties and generalizationEVTSG8::ESANUAu temps pour moiTue Sep 19 1995 08:0160
*Definition D4*. Let  f:R-->C  and let  epsilon > 0 . An 
epsilon-almost-period of  f  is a number  tau  such that

	  sup  |f(x-tau) - f(x)| < epsilon
	x /in R


*Notation*.  AP(R) = the set of the almost periodic functions  R-->C .

                                                  oo
*Theorem T4*.  AP(R)  is a closed subalgebra of  L  (R) .

                                  oo
*Theorem T5 (Bohr)*.  Let  h /in L  (R)  be differentiable and assume that 
h'  is almost periodic. Then  h  itself is almost periodic.


*Proposition P7*. If  f  is almost periodic and differentiable and if  f' 
is uniformly continuous, then  f'  is itself almost periodic.


*Notation*. For  X = Hausdorff space,  C (X) = the set of the continuous
                                        b
bounded functions  X-->R (or  C ). This is a Banach space.


*Notation*. If  G  is a locally compact group  and  f /in C (G) , let
                                                           b

f : G-->R (C) ,  f (s) = f(sx)   (the right translations of  f )
 x                x

O(f) = the closure of the set  {f  / x /in G}  in C (G) .
                                 x                 b


*Definition D5*. The set of the almost periodic functions G--> R (C)  is

	AP(G) = { f /in C (G) / O(f) is compact}
                         b


*Proposition P8*. The definition D5 coincides with the classical definition
of almost periodicity (definition D1, note 1999.0) if  G = R .


* Proposition P9*. If the topological group  G  is compact, then

	AP(G) = C(G)  (= {Continuous functions  G-->R (C) })



Books:
------

[3] John B. Conway, A Course in Functional Analysis, Springer-Verlag, 1990,
New York, Heidelberg, Berlin, ISBN 0-387-97245-5 or 3-540-972245-5

[4] Yitzhak Katznelson, An Introduction to Harmonic Analysis, Dover
Publications, Inc. New York, 1976, ISBN 0-486-63331-4