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1 ,
<0i , )C0i > .
If i j, then < tfr, tfr i > < tfr i , tfr> contains the factor e
i(O i — O.) J whose
average over all O i , Oi is zero. Thus M[<0,0- i > <0 i3 O>] = k8 1i ,
(4.11)
Since I I
Mk 0., tfri>
(4.12)
n
Mk X >tfr ] = 1- I X.. = .1. tr(X) . n i...1
11
(4.13)
n
If the O i are eigenstates of X, then this becomes n Mk X >0.1 = i 1 Xi = Tc .
(4.14)
248
NEILL GRAHAM
Thus the average over all states 0 of the macroscopic system of < X>o equals the average of all the eigenvalues of X.
-
We now want to know how likely we are to find < X>0 near Mk X>o] for a 0 drawn at random from
R.
To this end, we compute Mk X>11 by
Xii Xke Mk0,0 i ><0,0k >
M[<X>fr] = ij
ke
Now M[<0,04>< e , tfr a permutation of
je,
will be zero unless ik is
since otherwise there will be an uncanceled phase
factor whose average over all equally likely phase angles is zero. Since the average is symmetrical under the interchange of i and k or j and
L,
we must have
K(8 ij 8 ke +
l< Of, tfr >1 2 = 1 gives 1 = Kn(n+1)
l
Using
tfr,
><
aki) .
tfrk > <
8 ij8ke
tfr >< 1 ?
(4.16)
thus
+ 8 2 51( j
n(n+i) (4.17) ij8ke + 8 ie 8kj)
Then
2 _ tr(X) 2 + tr(X 2 ) Mk X > ar ifi
n(n+1)
+ tr(X2 )] .
n2
(4.18)
The variance of < X>o is thus given by
V[< X >A - nik x>,21, — iva< x>,d2 Y'
1 tr(X 2 ) .
n2
(4.19)
We are now in a position to apply Chebyshev's inequality and get
d
< X >vi — Mk X >01 m[<X>.L]
>
< tr(X2) 62 tr(X)2
249
THE MEASUREMENT OF RELATIVE FREQUENCY
Now the trace of a matrix is the sum of n terms and hence of order n. Thus
tr(X) .--, tr(X) --, n ,
(4.21)
and
>6
(4.22)
ne
Since n is indeed a large number, the set of all tif's for which
<X>0 differs appreciably from Mk X>0] has a very small measure for sufficiently large n.
A similar argument can be given for AX. To start with, let us define A0 X by (A X)2 . <(X - x0)2 > 0, (4.23) VI
where xo is an arbitrary constant. Then
MRA0X)2 ] = Mk (X - x0)2 >0] . - tr((X - x 0)2 ) ,
(4.24)
and, by our previous result (A0 X)2 •.--;n1 - tr((X - xo) 2 )
(4.25)
for all tif except a set of very small measure. If we take x 00 ilf tr(X) then
R --
(x-v
except on a set of small measure. However, we also have
(4.26)
R
r----
<x>0
except on a set of small measure.
Let A be the set of tfr's for which R <x>0 and B the set for which <(X- 5 ) 2 >0 (8X)2 . Then A U B is the set on which one or both of the equalities fail. Since ft(A U B) < it(A) + p(B) ,
(4.27)
250
NEILL GRAHAM
and since ii(A) and iL(B) can be made as small as desired, we can make U B) as small as desired also. Thus, except on A U B,
<(X — 502 >tp.
oc Tc)2 ,
(4.28)
and
<X>çlf
,
kg
(4.29)
hence <(X — < x >0)2
>0 1.41- (X —
(4.30)
,
which is the desired result. Then, except on a set of small measure,
<X>
11. 1
0
and
1
xi i
x
(4.31) 1
X. 1 (Xi — T)2} 2 lk,- 1(X— TC)2 12 fts 8X
(4.32)
5. Summary and Conclusions Now let us describe a complete measurement of the relative frequency
of the occurrence of the value
e
for an observable M. We define the
relative frequency operator, Fe, on a collection of N systems all in the tit (N terms). The same state tfr. The state of the collection is tif N = operator Fe satisfies
1
0
A LAN Fe
-
i<0g,0>I 2 (1 - l<0Q,0>1 2 ) .
1
-2-
1
and A N Fe <<
251
THE MEASUREMENT OF RELATIVE FREQUENCY
gl
<X>tfro
(5.2) Ad, X
gA N
,
and
A X « <X> 00 where tif 0 is the final state of the system and apparatus and g is a scale factor. Now let an observer measure X. The final state of the apparatus and the observer is
(5.3)
where O i is an eigenstate of X with eigenvalue X i , and 0[X1] is the state of the observer when it has observed Xi . (To be strictly correct, we should consider spaces of observer states, rather than single states, but these spaces play no role in the discussion at this point.) Thus the final state of the apparatus and observer describes a set of Everett worlds, with one eigenvalue Xi being observed in each world. According to our previous work, however,
X4
<x> Of
(5.4)
gi
1
ax
1 IT
(xi _
ro2
gA p N Fp
,
and 8X << ITO for the overwhelming majority of the initial apparatus
states. Thus (by Chebyshev's inequality) the overwhelming majority of theX1 are near R, and values near this are observed in the majority of the corresponding Everett worlds. More specifically, if nIPI is the num-
ber of Everett worlds in which the condition P holds, and n the total number of such worlds, then
252
NEILL GRAHAM
xi — y I > E l Ri
n{
Since 6X of
<< 5.c. then n{
n
f <(8x)2
. — Tc > E. << n 5—c
Xi
(5.5)
6 2 R2
for reasonably small values
E.
We thus conclude that values of relative frequency near
1
will be found in the majority of Everett worlds of the apparatus and observer. If we assume our own world to be a "typical" one, then we may expect a human or mechanical observer to perceive relative frequencies in accordance with the Born interpretation. Why we should be able to assume our own world to be typical is, of course, itself an interesting question, but one that is beyond the scope of the present paper.
REFERENCES [1] H. EVERETT, Rev. Mod. Phys. 29, 454 (1957). [2] H. EVERETT, "The Theory of the Universal Wave Function" in The Many-Worlds Interpretation of Quantum Mechanics, B. S. DeWitt and N. Graham, eds. (Princeton University Press, Princeton, 1973).
[3] N. GRAHAM, The Everett Interpretation of Quantum Mechanics (Ph.D Thesis, The University of North Carolina, 1970). [4] J. HARTLE, Am. J. Phys. 36, 704 (1968). [5] G. PROSPER! and A. SCOTTI, Nuovo Cimento, 17, 267 (1960).
[6] A. DANERI, A. LOINGER, and G. PROSPER!, Nucl. Phys. 33, 297 (1962).
[7] A. DANERI, A. LOINGER, and G. PROSPER!, Nuovo Cimento, Ser. 10, 44B, 119 (1966).
[8] A. GLEASON, J. Math. and Mech. 6, 885 (1957).
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