C OMPOSITIO M ATHEMATICA
M ICHAEL K ERNER
Abstract differential geometry
Compositio Mathematica, tome 4 (1937), p. 308-341
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Article numérisé dans le cadre du programme Numérisation de documents anciens mathématiques
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by Michael Kerner
1. Introduction. When
building
a differentialgeometry
onestarts
usually
with theconception
of an"arithmetic"
space ofn dimensions whose
properties
arepresumed
to be known. Thegéométrie
manifold is then n-dimensional.Recently
were alsopublished
some papers, as these ofMichal, Kawaguchi,
Conforto and others1),
which havereplaced
thearithmetic space
by particular
functional spaces.A farther
step
in this direction leads to theinvestigation
ofthe differential
geometry
built upon an abstract space. To thisproblem
is devoted thepresent
paper. Wetransplant
thegéométrie
research to a space of
type (B)
as basis. This space is also knownas Banach space. It is a
linear,
normed andcomplete
space2)
which embraces the n-dimensional space, the Hilbert space and many others as
special
cases.We
attempt
to build agéométrie (in general
anaffine)
manifoldon an
underlying
space oftype (B)
with thetendency
toget
aperfect conformity
with differentialgeometry
of n dimensions in the sense, that ourtheory
must become identical with the former when the abstract space is taken inparticular
as n-dimensional. On account of this
tendency
one can consider ourtheory
as adidactically
newrepresentation
of the classicaldifferential
geometry
which avoids theemploying
ofcoordinate
and the flood of indices. The new
representation yields
of coursealso some inconveniences
peculiar
toit,
and it werescarcely
worth the trouble to introduce the new
apparatus only
for thesake of notation
simplicity.
1) A detailed bibliography one can find in STRUIx’S Theory of Linear Connec- tions [Berlin 1934] and KAWAGUCHI’S paper [Journ. Hokkaido Imp. Univ. (1)
3 (1935), 103-106].
2) Cf. BANACH, Théorie des opérations linéaires [warszawa 1932], 53.
In one
regard only
we decided in favour of a diversion from the classicaltheory.
We defined thetangent
spaces of a manifold and the vectors and tensors in such a manner thatthey
do notundergo
any transformations. It is done without anydeep-
seated artifice and allows us to return
easily
in the case of ndimensions to the classical treatment. We wished to consider the
tangent
spaces assomething absolute,
and to submit to trans-formations
only
therepresentation
of their connection.When
passing
to a moregeneral ground
one must renouncesome notions and some
properties
of the examinedobject.
Themost
important
is that there are in an abstractgéométrie
manifoldno tensors of contravariant order
greater
than one. It seems,however,
that theseplay
no natural role ingeometry,
and theabsence of them
corresponds
somewhat to the essential circum- stances. Theanalogy
between covariant and contravariantquantities
is to be lost of course.In the
general
case we call theobject
ofinvestigation
the"manifold"
and not the,space,",
because it iscomposed
itselfof spaces
(namely
thetangent spaces). Moreover,
as to termino-logy,
we follow the classical onethough
it is not welladapted
toour purposes. We do it in order to facilitate the
understanding
ofour notation which is not
accepted
ingeometry.
We shall use theword
,,function"
in ageneral
sensereplacing by
it the words"functional" and "operation".
Thegéométrie
word "represen- tation" will be also oftenemployed
in this aim.Part I.
Linear spaces.
2. Vectors in the
affine
linear space. We consider an abstract space oftype (B),
that is alinear,
normed andcomplete
space.We assume that the norm can be
replaced by
another one withthe condition that both norms lead to the same determination of the limit. Hence it follows that both spaces
(with
two differentallowable
norms)
areisomorphic 3)
as spaces oftype (B),
theisomorphism being
determinedby
the linearoperation
whichassociâtes every element with itself. The ratio of norms in both spaces is
uniformly
limited for all elements from above as from below.3) Cf. BANACH, loc. cit., 180.
Such a space
#
with notcompletely
defined norm we shallcall an
affine
linear space.The
capitals
will denote the elements of the spaceF,
andthe small letters the real numbers.
We call every
point (element)
A of the space#
a contra- variant vector of this space. The notion of a contravariant vector is not new(it
was also called avector),
y but the new term isintroduced for distinction from a covariant vector. We stress
especially
that the notion of a contravariant vector is com-pletely independent
of any coordinate transformations.We call every linear
(additive
andcontinuous) functional f(X}
in the space
f3
a covariant vectorof
this space. Therein X denotesan indefinite variable which can run all over the space
Z -
We do not deal here with the numerical value of the
functional,
but with the functional
itself,
as anoperation.
We shall often denote the covariant vectors alsoby
thesymbol f(.).
The covariant vectors are elements of the space
#f conjugate
to
&2 4 ).
This space(that
is the space of linearfunctionals )
is alsonormed, but,
like inf3 ,
the norm is therein notcompletely
determined.
When
given
a covariant vectorf(.)
and a contravariant vectorA,
we call the numerical value
f(A},
takenby
thefunctional f(. ) for
the element
A,
the inner(scalar) product of f(.)
and A.If
the innerproduct vanishes,
the covariant vector
f(. )
and the contravariant vector A are calledorthogonal
one to another. This notion is not new5).
If two spaces
# and e"’
oftype (B)
areisomorphic,
weshall call also the
corresponding
affine linear spacesisomorphic.
Because of the allowed
change
of the norm in such spa-ces there is no notion of
equivalence
ofspaces 6),
the latterbeing
notdistinguished
among theisomorphisms.
As anexample
of
isomorphic
spaces one can consider a space, vectors of whichare
forces,
and theordinary configuration
space.One can build inner
products
of covariant and contravariant vectors whichbelong
toisomorphic
spaces. One mustonly replace
4) Cf. BANACH, loc. cit., 188.
s) Cf. BANACH, loc. cit., 59.
6) Cf. BANACH, loc. cit., 180.
the contravariant vector of one space
by
thecorresponding
vectorof the
other,
theisomorphism being uniquely
determined of course.3. Tensors in the
affine
linear space. We use the word"tensor"
in a
general
sense without anysymmetry
restrictions.We define no contravariant tensors
of
ordergreater
than one.This is the most
important
difference we meet with whendealing
with the abstract
geometry.
We call every n-linear
functional f(Xi, X 2,
...,Xn )
in thespace
7ff a
covariant tensorof
order nof
this space. We write alsof(. , .
.. , , ..),
but this kind of notation isinconvenient,
if the numerical value of n is notgiven.
We remember that n-linear functionals are functionals linear relative to each theirargument.
A covariant tensor is said to be
symmetric (resp. alternating),
if the n-linear
functionalf(X1, X 2,
...,Xn)
has the sameproperty.
The
inner (scalar ) product
of a covariant tensorf(Xi, X 2, ... ,Xn)
of order n and contravariant vectors
Al, A 2,
..., is to be definedin like manner as for covariant vectors. If the number of vectors
A 1, A2,
...,An equals
to the order n of the tensor, the innerproduct f(A1’ A 2, ... , An )
is the numerical value of the mul- tilinearfunctional,
when for all itsarguments
are substitutedsuccesively
the vectorsAl, A 2,
...,An.
The order of these vectors is to berespected. Only
in the case ofsymmetric
tensors it isindifferent. In
general
there are on thecontrary
n ! differentproducts.
If on the other hand the number m of vectors
A l’ A 2, ... , A m
is less than the order n of the tensor, the different inner
products
are covariant tensors of order
(n -m ),
for instanceIn
general
g there are(n ’n1 m) 1 product formations,
which become n--n>t 1 pidentical,
if the tensor issymmetric.
We call every n-linear
operation F(X1, X2,
...,Xn)
whichassociates with the elements
Xl, X2,
...,Xn of
the space7ff
anelement
of
the same space, a mixed tensorof
contravariant order oneand covariant order n
of
this space(also
of total order n +1).
Itcan be also written
F(.,.,
... , .).
The real
numbers,
the covariant and contravariant vectors, the covariant and mixed tensors are called alltogether quantities.
A mixed tensor is said to be
symmetric (resp. alternating),
ifthe n-linear
operation F(X1, X2,
...,Xn )
has the sameproperty.
These terms refer
only
to the covariant behaviour of a mixed tensor.As to the inner
product
there are n ! differentproducts by
ncontravariant vectors
A 1, A 2, ... , An,
as for instanceF (A i, A 2, ..., A n) .
These are themselves contravariant vectors
(as
elements of then!
space
E ).
In the case of m vectors there are(n-m)! products,
(n-m) .
as for instance
F(A1, A2, ..., Am’ Xm+1’ ..., Xn),
which aremixed tensors of covariant order
(n -m ) (we
shall for mixed tensors declareonly
the covariantorder).
All theseproducts
become
identical,
if theoriginal
mixed tensor issymmetric.
In
particular,
theproduct
of a mixed tensorF(.)
of total order twoby
a contravariant vector A is a contravariant vectorF(A ).
We have
yet
to define the outerproduct.
It is identical with theordinary product,
and may be definedonly
when at least one oftwo
quantities
ispurely
covariant. In otherwords,
the outerproduct of
tzvo covariant tensorsf(Xi, X 2,
...,Xn )
andg(X1, X 2,
..., ’X m ) of
order n and mTespectively
is the covariant tensorh(Xl, X2,
...,X.1m) = f(Xl, X2,
...,Xn) . g(Xn+1’ Xn+2’
...,Xn+m) of
order(n + m);
the outerproduct of
a covariant tensorf(X1, X2, ..., Xn ) of order n by a
mixed tensorF(X1, X 2,
...,Xm)
of
covariant order m is the mixed tensorG(X1, X2, ..., Xn+m) === f(X1, X2, ..., Xn) . F(X.+15 Xn+2’...’ Xn+m) of
covariant order(n+m).
One defines likewise the outer
product
of a mixed tensorby
acovariant one. The definitions embrace also the case of vectors, because the contravariant vector is a
special
case of mixed tensor(of
covariant orderzero),
and the covariant vector is aspecial
case of covariant tensor
(of
orderone).
The outerproduct
is notpermutable.
4. Metric linear space. We introduce in an affine linear space
a
quadratic
metricby defining
a covariant fundamental tensorg(X, Y)
of order two. We assume that1. the tensor
g(X, Y)
issymmetric,
2. there is such a
positive
number l thatfor
every X (the
metric is"uniformly" positive definite).
The second condition is
independent
on eventual allowablechange
of norm.An
affine
linear space with a metric whichsatisfies
both enumerated conditions is called a metric linear space.The
following inequality
is truewhere m is an
appropriate positive number 1).
Hence we obtainin
particular
theinequality.
analogous
to(4.2).
If
-97
is a metric linear space, every contra variant vector A has an absolute valueequal
toilg(A, A).
The
inequalities (4.2)
and(4.4)
allow us to prove that the squareg(X, X)
of the absolute value of X is an allowable norm.We omit this easy demonstration.
In a metric linear space
R
to each contravariant vector Acorresponds
a covariant vectorwhich is to be denoted
by
the same letter as the former(but small,
ofcourse).
We calla (X)
the covariant vectorconjugate
toA. It is an element of the space
.5fl conjugate
toR ,
thatis,
of the space of linear functionals in
572: .
However the corres-pondence
is in
general
not reversible for everya(X).
It carries the wholespace
£3i
into a linear set3-
of theconjugate
spaceR .
The
operation (4.6),
wherea(X)
is definedby (4.5),
admitsa
uniquely
determined inverseoperation
inY,
and both opera- tions are linear.Indeed,
if there were two contravariant vectors A andB,
for whichit would follow for every X
’1) See KERNER, Die Differentiale in der allgemeinen Analysis [Ann. of Math.
(2) 34 (1933), 548].
and in
particular
contradicting
to(4.2 ),
when A and B are notequal.
The inversion of(4.6)
is thusuniquely
determined. As tolinearity,
both opera- tions areobviously
additive. There remains thecontinuity proof.
It follows from
(4.3)
thatand
hence, according
to the definition of the functional’s norm, The directoperation
isthereby
continuous. On the otherhand,
it follows from
(4.2)
thatand hence
Thus,
the inverseoperation
iscontinuous,
too.It follows from this
continuity
that the linear setT of
thespace
R
is closed. We wish to observe that3 is total 8).
For,
if A is such an element thatfor every functional
f ( X )
of the set.!7,
we have inparticular
or
whence, according
to(4.2),
it followsThe most
important
is the case when the set5
coincideswith the whole
space R .
In otherwords,
thecorrespondence (4.6)
is then reversible for everya(X).
To each covariant vectora(X)
therecorresponds
a contravariant vectorA,
for which8) Cf. BANACH, loc. cit., 42.
In such a case we call the metric
spanning (because
theconjugate
covariant vectors relative to this metric span the
conjugate
space
R ).
If the metric is
spanning,
the space!7l
isisomorphic
withthe
conjugate
spacej3!f .
Since thisproperty
is attributed to spacesonly exceptionally,
one cannot ingeneral
introduce aspanning
metric into a space. We shall soon see that notonly
aspanning metric,
but also anordinary (positive definite)
metriccannot be introduced in
general.
We turn now to the
special
case ofseparable
space.According
to what was said above we can take the square
g(X, X)
of theabsolute value as norm of X.
Then
it is easy to see that for ourspace
ÉÙ
are satisfied all the axioms which characterize the real Hilbert space, whenregarding
the bilinear functionalg(X, Y)
as the inner
product
in this space9).
Thisconception
of Hilbert space embraces also the case of the euclidean space of a finite number of dimensions.Hence,
if theoriginal
space oftype (B)
isseparable,
it mustbe
isomorphic
to Hilbert space.Thus,
not into every space canone introduce a
quadratic positive
definitemetric,
if no restrictions aboutspanning
are made.We return to the
separable
metric linear spaceR .
If normedby g(X, X)
it is a Hilbert space. In such a space every linear functional can berepresented by g(X, A ), where,
assaid, g(X, A )
denotes the inner
product
of Xby A,
and A is anappropriate
element of the space
R .
Therefore every covariant vector isconjugated
to a contra variant one. We have to note animportant
theorem:
In a
separable
space eachquadratic positive definite
metric isspanning.
5. l’ectors and tensors in the metric linear space. In a metric linear space we can define the inner
product of
two contravariant vectors A and B. It isequal
to the innerproduct
of the covariantvector
a(X) conjugate
to Aby
the second contravariant vectorB,
thatis,
toa(B).
The innerproduct
ispermutable,
since9) See NEUMAAN, Mathematische Grundlagen der Quantenmechanik [Berlin 1932], 19-24. The axioms are built for complex Hilbert space.
In a
separable
space it is identical with the innerproduct
in theisomorphic
Hilbert space.If the metric is
spanning,
the innerproduct of
two covariantvectors
a(X)
andb(X)
can be defined. It isequal
to the innerproduct
of one vectora(X) by
the contravariant vectorB,
to whichb(X)
isconjugate,
thatis,
toa(B).
It ispermutable,
too,because of the same
equalities (5.1).
When the metric is not
spanning,
the last definition is of valueonly
if at least one of the covariant vectorsa(X)
andb(X) belongs
to the set
T of
theconjugate
space.9l .
If
the innerproduct of
two covariant or contravariant vectorsvanishes,
these are calledorthogonal
one to another.To each mixed tensor A
(Y, Z, ... )
in the spaceL91
corres-ponds
aconjugated
covariant tensorg[X, A ( Y, Z, ...)]
ofthe same total order
(the
processleading
from the former to the latter isanalogous
to theusual lowering
of a contravariantindex).
If the metric is
spanning,
the inverse process to the formercan be defined. Let
a(X, Y, Z, ...)
to be a covariant tensor.We
wish,
forinstance,
to"bring
up the first index" which corres-ponds
to the variable X. We must for this purpose determinea mixed tensor
A (Y, Z, ... ),
for whichWe have to solve for fixed
Y, Z,...
theequation
relative to U. This
equation
has aunique
solution U whichdepends
onY, Z,...
Weought
to prove that this solution isa multilinear
operation (mixed tensor).
The additiveness of thisoperation
is obvious on account of theunicity
of solution of(5.3).
Weyet
must still prove that U is a continuous function of Y forgiven Z,
... Theproof
for theremaining
variables isthe same. Let the values of
Z,
... to be fixed. We have then theinequality.
for an
appropriate positive
number k.Hence,
on account of(5.3),
We
put
hereand conclude from
(4.2)
or
whence the
continuity
relative to Y follows.Conclusively,
thesolution of
(5.3)
is a mixed tensor A(Y, Z, ... )
which satis- fies(5.2).
When
wishing
to"bring
up the secondindex",
which corres-ponds
toY,
one must determine a mixed tensorA (X, Z, ... )
from the
equation
If the
original
covariant tensora(X, Y, Z, ... )
issymmetric,
all mixed tensors obtained in such a manner are identical.
The notion of inner
product
of tensors can be alsogeneralized.
In a metric linear space with a
spanning
metric one can for instance obtain the innerproduct
of a covariant tensora(X, Y) by
covariantvectors
b (X )
andc(X),
whenforming
the innerproduct a(B, C)
of
a(X, Y) by
the contravariant vectors B andC,
to whichb(X)
and
c(X )
areconjugate.
It is not worth the trouble to enumerate all thepossible
cases on this account.Part II.
Général manifolds.
6. Bare
manifolds.
LetI
be a space oftype (B).
We callit a substratum
(underlying space).
We suppose that to ev erypoint
P of the substratum9
or of aregion !fJ
of the space57
therecorresponds
an affine linear space!7; which
isisomorphic
to the substratumas
a space oftype (B).
Thisspace
.3; we
call thetangent
space atpoint
P. Thetangent
spaces at different
points
ofgare
thereforeisomorphic
toeach other. The
totality
oftangent
spaces under their connection with thesubstratum,
which will be statedbeneath,
is called a bare(geometric) manifold
and denotedby X.
Because of the
isomorphism
of alltangent
spacesTp we
can
represent
them all on anarbitrarily
chosentangent
space.There are of course many ways of such a
representation.
Wechoose fixed linear transformations of all
tangent
spaces into oneof
them,
and decide to denoteby
the sameletter,
sayX,
the elements of different spaces, associated one to anotherby
thesetransformations. The
tangent
spacesbeing
affinelinear,
wereplace
the norms therein
by
the norm in thedistinguished tangent
space.In such a manner all the
tangent
spacesTp- become identical,
and we can
speak
of aunique tangent
spaceY.
The way oftransforming
all the spaces into one of them does notplay
anygeometric
role and can bereplaced by
another one. But forcontinuity
and differentiation considerations one must choose afixed transformation and conserve it
during
all theinvestigations.
Now we formulate two conditions
defining
bare manifolds : the connection between thetangent
spaces and thesubstratum,
and the allowable substratum
changes.
1. The condition of connection between the
tangent
spaces and the substratum. For everypoint
Pof
the substratumI (resp. of a region B
there isgiven
a one to one lineartransfor-
mation
of
the space.57 into
the wholetangent
space5 (or p ).
Thistransformation
and its inverse are continuousfunc-
tions
of
thepoint
P.We denote the direct linear transformation
(function) by liere Q
is an element of the spaceiI,
and X one of the spacey.
Thedependence
on thepoint
P is markedby
an index. Theinverse function is also linear
1°)
and will be denotedby
Both functions
(6.1)
and(6.2)
are continuous withrespect
to P.It is
interesting
that thecontinuity
of(6.1)
does notimply
thatof
(6.2) 11).
10) See BANACH, loc. cit., 41.
11 ) ii"e wish to show it on an example. Let P, Q, X to be elements of the Hilbert space formed by sequences: pi, p2, ... ; ql, q2, · · .; x1, x2, ... ; let us denote by
the greatest integer contained in . Then let us define the function ( 6.1 ) as follows :
when P t 0:
when P = 0:
One can prove that the function is continuous in respect to P for P = 0, while the inverse function is not (it is easy to see the last fact when putting Xi
= . 1 ).
i
The discontinuities on the spheres IBP il= n (n integer) can be easily smoothed.
If the
preliminary
transformation of alltangent
spaces intoone of them were
changed,
then the function(6.1)
would alter.But now this
change
should be restricted to be continuous withrespect
to P. Otherwise the altered functionFp(Q)
would ceaseto be continuous.
In order to understand better the first condition one can
imagine
the elementsQ
as,infinitésimal displacements"
at thepoint
of thesubstratum,
and the elements X assomething
similarin the
tangent
space. Wereject
the usual identification of theneighbourhood
of apoint
in the substratum and in thetangent
space.
2. The condition of allowable substratum
changes. It is
allowedto
transform
theregion B of
the spacesI one
to one into aregion B’ of
another spaceI’ of type (B) isomorphie
toI,
by
meansof a function
This
function
and the inversefunction
must be continuous and must have the continuous
first differentials
The space
I’
is then a new substratum under the condition that thefunction
X =Fp(Q)
will bereplaced by
When
changing
the substratum9,
we consider thepoint
Pand the
corresponding point
P’ of1’ as
the samepoint
of themanifold. One can say that the function
Fp(Q )
is transformedby
the linear function
tangent
toPp,.
The
tangent
spacestays
invariable! The substratumchange
induces
only
the mutualcorrespondence
between the substratumand the
tangent
space. The situation is the same as in the caseof
parametric representation
of a curve. The substratumplays
the role of a
parameter.
Thechange
of substratumcorresponds
with the
change
of theparameter.
We shall not have to dealat all with transformation of
tangent
spaces.The
changes
of substratum form of course a group of trans- formations.The
totality of
alltangent
spaces with their connection with the substratum(condition 1 )
under admissionof
allowable substratumchanges (condition 2)
is called a bare(geometric ) manifold of
class one.The manifold
X
isof
class two, if the functionsFp(Q)
andOp(X)
have the continuotis first differentialsand the allowable functions
Pp,
andPp
the continuous second differentialsand so on. The differentials
(6.5)
are bothsymmetric 12).
It follows from the
identity by differentiating
The formula
(6.4) implies
and whence
or, on account of
(6.6),
If the manifold
X
is of class two, we can differentiate theidentity getting
thusor,
by substituting
12) See KERNER, Ioe. cit. in footnote 7, 549.
We denote
by Tp(X, Y)
the function obtained from(6.9) by alternating,
that isOne can prove that the
symmetry
of(6.9) [or
thevanishing
of
Tp(X, Y ) ]
is a necessary and sufficient condition that thetangent
space(already transformed,
ofcourse)
can be chosenin some sense itself as a
particular
substratum. Thecorrespondence (6.1)
becomes than asimple
translation. We omit these con-siderations,
becausethey
have nosignificance
for us, the pre-liminary
transformation oftangent
spaces into one of them[which
influences the function
Fp(Q)] having
been takenaccidentally.
7. Vectors -and tensors in the bare
manifold.
If for eachpoint
P of a
region ..9J
of the substratum/
is defined ageometric quantity
in thetangent
space, and if thisquantity
is a continuousfunction of the
point P,
wespeak
of ageometric quantity
in themanifold X. Properly spoken,
we have to deal with a field ofquantities.
Thus we can consider in the manifoldX scalars (that
is real numbersdepending
on thepoint P),
contravariant and covariant vectors, covariant and mixed tensors.The
geometric quantities
arequantities
intangent
spaces, which do notdepend
on the substratum choice.Only
when the definition of a function of propertype
is bound to thesubstratum,
one mustprove the
independence
of this function on the substratum in order to know it to be aquantity.
The
quantities
shall be denotedby
ap(scalars), AP (contra-
variant
vectors), ap (X ) (covariant vectors), ap(X, Y), Ap(X),
and so on, the
dependence
on thepoint
Pbeing brought
intoevidence
by
asubscript.
But we shall often omit thissubscript.
When the
symbols
with a"prime"
are attached to thechanged
substratum
I’,
thefollowing
conditions must hold forquantities
and so on.
A process which leads from
geometric quantities
to other ones iscalled invariantive.
To each
quantity corresponds
in every substratum a functionof P which arises
by representing
thequantity
on the substratumby
means of the transformationFp(Q),
resp.f/>p(X). Thus,
there
corresponds
to a contravariant vectorA p
the elementOEp (A p ),
to a covariant vectorap(X)the
linearfunctional ap [Fp (Q)],
to a mixed tensor
Ap(X)
the linearoperation f/>p{Ap[Fp(Q)J},
and so on. We shall denote these functions
by
dashedletters,
as
A p, îip(Q), A p( Q). They depend
on the substratum choice and coincide in a n-dimensional manifold with thequantities
in theusual sense.
In the last
paragraph
we have introduced for a manifold of class two the functionT p(X, Y),
the definition of which has been attached to the substratum.Nevertheless,
we shall nowprove that it is a mixed tensor of covariant order two.
We differentiate the
identity (6.4)
and
alternate, having regard
to thesymmetry
of the second differentiald2Pp, (Q’, R’ ),
Now we
put
hereand obtain with
respect
to(6.7), according
to the definition(6.10),
whence it follows that
Tp(X, Y)
is a tensor.8.
Tangent differentials.
We shall introduce in a manifold of class two a process which will be calledtangent differentiation.
According
to what was mentioned above eachquantity
canbe
represented
on the substratumby
a function which is obtainedby transforming
thisquantity by
means ofFP(Q )
or0,(X).
Weform the differential of this
function,
and transform it backwardsto the
tangent
space. The function obtained in such a manner we call thetangent
differential and denoteby
thesign
o. Insome sense we have a formal relation
We shall
explain
it betterby discussing
severalspecial
cases.Let fp
be a scalar which has the continuous first differentialdfp(Q).
It is not necessary to transform it to the substratum.Then,
we must differentiateit, getting dfp(Q),
and transform this to thetangent
space,obtaining
We wish to prove that this
tangent
differential of a scalar isa covariant tensor.
Indeed,
wheneffecting
thechange Pp,
ofsubstratum,
weput
whence it follows
by differentiating
thatPutting
we obtain
or,
by
virtue ofthat is
In such a manner,
tangent differentiating of
a scalar is an invariantive process. The covariant vector(8.1)
is called thegradient of
thescalar
fp.
Now let
Ap
be a contravariant vector which has the continuous first differentialdA p(Q ).
Toget
itstangent differential,
we trans-form it into
tPp(Ap), belonging
to the substratumI,
thendifferentiate
and at last
represent
the obtained function backwardsby
The first term of the
right
member does notdepend
on thesubstratum;
but the second term,involving
theoperation dq)p(Q; R),
does.Thus,
thetangent differentiating
of a contra-variant vector is not
invariantive;
no more is it so ingeneral.
We alternate
(8.2),
afterhaving put X
=Bp,
andrespecting
(6.10),
The
right
member does notdepend
on thesubstratum,
and wesee that the left member is a contra variant tensor.
Now we pass to the covariant vector
ap(X)
which has thecontinuous first differential
dap(X; Q).
The first transformation leads toap[Fp(Q)],
the differentiation toand then the inverse transformation
yields
Also here the last term
destroys
the invariance.By alternating (8.4), having respect
to(6.10),
weget
whence it follows that the left member is a covariant
alternating
tensor of order two. This tensor is called the rotation
of
the co-variant vector
ap(X).
These
examples
show how to form thetangent
differential ofquantities.
It is in some sense arepresentation
of the differentia- tion in the substratum on thetangent
space. Thetangent
differen-tials
obey
the same formal rules as theordinary
differential.If
ap(X)
is itself atangent
differential of a scalarfp,
it followsfrom the way of
forming
thetangent
differential thatThus,
if the scalarfp
has the continuous second differentiald2fp(Q, R),
its secondtangent differential -b2fp(X, Y)
issymmetric.
It is evident that the
symmetry
ofoap(X; Y)
is also a sufficientcondition that
ap(X)
is agradient.
The
analogous
consideration for a contravariant vectorAp
shows that
whence it follows that
Z2Ap(X, Y)
issymmetric,
ifA p
has thecontinuous second differential.
9.
Affine
connection. We turn now to theprincipal object
ofthe
present
paper. We shall define in a bare manifoldX
of class two the covariantdifferential.
This determines in the manifold theaffine
connection. A manifold with an affine connection is called anaffine manifold
and is denotedby -Z.
We define the covariant differential
by
thefollowing
fiveassumptions:
1. The covariant
differential of
aquantity
is aquantity
whosecovariant order is one
greater
than thatof
thegiven quantity.
2. The covariant
differential of
a scalar isequal
to itstangent differential.
3. The covariant
differential
is a linearfunction of
thequantity
and its
tangent differential,
takentogether.
4. The covariant
differential of
the outerproduct of
two quan- titiesobeys
the same rule as theordinary differential.
5. The covariant
differential of
the innerproduct of
tzvo quan- titiesobeys
the same rule as theordinary differential 13) .
We shall denote the covariant differential
by
ô. The covariant differentials of a,A, a(X), A(X)
areaccording
to 1.ôa(X), ôA (X), ôa (X ; Y), ôA (X; Y) (we
omit from now thesubscript P).
By
virtue of 2. we have for a scalarf
We pass now to the covariant differential
bA (X)
of a contra-variant vector A. The
assumption
3. means thatôA (X)
is alinear function W of the
pair [A, ZA (X)] ,
When
putting
herewe
get
13) One can make assumptions involving much less than ours, but it were too
long to derive the constitution of the covariant differential from them.
This
equality
is notquite explicit,
since the function 1JI candepend
also on the element X.By changing
of notation andputting
this
dependence
in evidence we can writewhere A and jT are linear functions of their first
arguments.
Nowwe must
apply
the last formula to the contravariant vectorequal
to the outerproduct f A, having regard
to theassumption
4. and to
(9.1),
whence
for every A. In other
words,
A denotes the functionindependent
of X and
equal
to the firstargument
A. Thus(9.2)
becomesFrom the
assumption
1. it follows thatbA (X)
must be a linearfunction of
X,
so that the covariant differential of the contra- variant vector A isgiven by (9.3),
wherer(A, X )
is a bilinearoperation
of botharguments
A and X.Every
linearoperation T(X, Y) [exactly -P,(X, Y)],
which as-sociates with
X, Y, belonging
to thetangent
space, an elementof
the same space, de termines an
affine
connection and can be called also the affine connection. We shall see that it is not a mixed tensor. ThatT(X, Y )
can be takenarbitrary,
follows from the fact that the covariant differential(9.3)
and those determined beneathsatisfy
theassumptions 1-5.
It issupposed
of coursetha,t,
whenchanging
thesubstratum, T(X, Y )
is transformed in such manner that the covariant differential rests unaltered(is
a
quantity).
The next
step
is to determine the covariant differentialba(X; Y )
of a covariant vector
a(X).
We choose anarbitrary
contra variant vector A and form the innerproduct a(A ).
The covariant differen- tial of thisproduct (which
is ascalar)
isequal
toWe
apply
on the other hand toa(A )
the rule 5. forobtaining
the same differential