Remarks on natural differential operators with tensor fields
Josef Jany\v{s}ka

TL;DR
This paper investigates natural differential operators that map pairs of tensor fields to a tensor field, establishing that all bilinear operators are first-order and providing a complete classification in specific cases.
Contribution
It proves that all bilinear natural differential operators are of order one and offers a comprehensive classification in various concrete scenarios.
Findings
All bilinear operators are of order one.
Complete classification of such operators in specific cases.
Provides foundational understanding of natural differential operators with tensor fields.
Abstract
We study natural differential operators transforming two tensor fields into a tensor field. First, it is proved that all bilinear operators are of order one, and then we give the full classification of such operators in several concrete situations.
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Taxonomy
TopicsMatrix Theory and Algorithms · Algebraic and Geometric Analysis · Mathematical Analysis and Transform Methods
Remarks on natural differential operators with tensor fields
Josef Janyška
Department of Mathematics and Statistics, Masaryk University
Kotlářská 2, 611 37 Brno, Czech Republic
e-mail: [email protected]
Abstract.
We study natural differential operators transforming two tensor fields into a tensor field. First, it is proved that all bilinear operators are of order one, and then we give the full classification of such operators in several concrete situations.
Keywords: Tensor field; natural differential operator; Lie derivative; Yano-Ako operator.
Mathematics Subject Classification 2010: 53A32.
Introduction
In differential geometry, many natural differential operators transforming two tensor fields into a tensor field are used. For instance, the Frölicher-Nijenhuis bracket of two tangent-valued forms (see [1]), the Shouten bracket of two multi-vector fields (see [5]), the Lie derivative of a form with respect to a tangent-valued form (see [2]) and so on. The common property of all such operators is that they are -bilinear and of order one.
In the present paper, we shall discuss such operators in the case that one of the input tensor fields is of type and the second input tensor field is of type . We shall prove that for , , any natural differential operator transforming and into a -tensor field is -bilinear and of order one. If we assume that the operator is bilinear, then it is of order one for any Choice of the tensor field of type is motivated by the paper [7] where operators of the above type were studied under some special properties of the input fields. In addition to the result of [7], we give the full classification of operators without the assumption of special properties of the input fields.
We shall give as examples full classification of natural bilinear operators transforming a vector field or a (1,1)-tensor field or a (1,2)-tensor field and a tensor field into tensor fields.
We assume that all operators are natural in the sense of [2]. We use the general properties of such operators. To classify natural differential operators on tensor fields we use the method of an auxiliary linear symmetric connection , [3, p. 144], and the second-order reduction theorem, [6, p. 165]. We assume that a -order natural operator also depends on a symmetric linear connection . Then, according to the second reduction theorem, such operator is factorized through the covariant derivatives up to the order and covariant derivatives of the curvature tensor of up to the order . Finally, we assume that the operator is independent of .
All manifolds and mappings are assumed to be smooth.
1. Preliminaries
Let be an -dimensional manifold and local coordinates on . We shall denote as and local bases of vector fields and 1-forms.
First of all, we shall discuss the order of natural operators transforming two tensor fields and into tensor fields. We shall assume that is a tensor field of type .
Theorem 1.1**.**
All finite order natural differential operators transforming a , , tensor field and an , , tensor field into tensor fields are -bilinear and of order 1.
If we assume that the operator is -bilinear we can consider weaker conditions on types of tensor fields and .
Theorem 1.2**.**
All finite order -bilinear natural differential operators transforming a -tensor field and an -tensor field into -tensor fields are of order 1.
Proof of Theorem 1.1: Let us assume a -order, , natural differential operator
[TABLE]
where and . Then the associated fibred morphism (denoted by the same symbol)
[TABLE]
is an equivariant mapping with respect to the actions of the -order differential group on the standard fibres of , and . The restriction of the action of to constant multiples of the unite element of implies that has to satisfy the following condition
[TABLE]
for all .
All exponents in the equation (1.1) are positive integers which implies, from the homogeneous function theorem (see [2, p. 213]), that the operator is a polynomial of orders in and in such that
[TABLE]
Since all coefficients in (1.2) are positive there are only two solutions in non-negative integers: a) and the others are vanishing , b) and the others are vanishing. These solutions correspond to -bilinear 1st order operators.
Proof of Theorem 1.2: Let are arbitrary. If we assume that the operator is -bilinear then it is a polynomial of orders in and in such that the equation (1.2) is satisfied. But now some coefficients in (1.2) can be negative or vanishing. There are only two solutions in natural numbers which corresponds to -bilinear operators: a) and the others are vanishing , b) and the others are vanishing. Hence all finite order natural -bilinear differential operators are of order 1.
According to Theorems 1.1 and 1.2 all -bilinear natural differential operators are of the form
[TABLE]
where and are absolute invariant tensors (see [2, p. 214]). Such absolute invariant tensors are all possible linear combinations, with real coefficients, of tensor products of the identity of , i.e.
[TABLE]
and
[TABLE]
, where runs all permutations of indices.
Moreover, to obtain natural operators, coefficients have to satisfy some identities. To calculate these identities, we use the method of an auxiliary linear symmetric connection , [3, p. 144], and the second reduction theorem, [6, p. 165]. We assume that the operator also depends on . Then, by the second reduction theorem, the operator is factorized via the covariant derivatives of and with respect to . So, we replace derivatives of tensor fields with covariant derivatives and assume that the operator is independent of which gives a system of homogeneous linear equations for and .
2. Natural -bilinear operators transforming vector fields and tensor fields into tensor fields of the same type as
According to Theorem 1.2 all such natural -bilinear operators are of order 1.
2.1. Operator applied to vector fields
It is very well known that the Lie bracket is unique, up to a constant multiple, natural -bilinear operator transforming two vector fields into a vector field. We shall reprove this fact to demonstrate the method of an auxiliary linear symmetric connection.
Theorem 2.1**.**
All natural -bilinear differential operators transforming two vector fields into vector fields are constant multiples of the Lie bracket.
Proof.
Let and be vector fields. Then from (1.3) - (1.5)
[TABLE]
where
[TABLE]
Let us assume a natural differential operator transforming vector fields and a linear symmetric connection into vector fields. Then, according to the second reduction theorem, [6, p. 165], this operator factorizes through covariant derivatives and and it is an -bilinear operator. In coordinates we obtain
[TABLE]
where are the symbols of . The part of independent of coincides with , so we obtain for the following identity
[TABLE]
It is easy to see that this identity is satisfied if and only if
[TABLE]
So
[TABLE]
and is a constant multiple of the Lie bracket . ∎
2.2. Operator applied to 1-forms
Theorem 2.2**.**
All natural -bilinear operators transforming a vector field and a 1-form into 1-forms are linear combinations, with real coefficients, of two operators
[TABLE]
Proof.
Let be a vector field and be a 1-form. Then by (1.3) - (1.5)
[TABLE]
where
[TABLE]
Now, we replace partial derivatives with covariant derivatives with respect to an auxiliary linear symmetric connection and assume that the operator is independent of . We obtain the following identity
[TABLE]
So, we have
[TABLE]
and
[TABLE]
which is the coordinate expression of . ∎
Remark 2.1**.**
In differential geometry the Lie derivative is very often used, but according to Theorem 2.2 any linear combination of is a natural 1-form. **
2.3. Operator applied to (0,2)-tensor fields
We assume a -tensor field .
Theorem 2.3**.**
All natural -bilinear differential operators transforming a vector field and a (0,2)-tensor field into (0,2)-tensor fields are linear combinations, with real coefficients, of four operators
[TABLE]
where is the -tensor field given as and for any vector fields .
Proof.
Let be a vector field and be a (0,2)-tensor field. Then by (1.3) - (1.5)
[TABLE]
where
[TABLE]
Now, we replace partial derivatives with covariant derivatives with respect to an auxiliary linear symmetric connection and assume that the operator is independent of . We obtain the following identity
[TABLE]
The above identity is satisfied if and only if and the following system of homogeneous linear equations is satisfied
[TABLE]
Then we get
[TABLE]
which is the coordinate expression of a linear combination of ∎
Remark 2.2**.**
Let us note that in above Theorem 2.3 we have used the Lie derivation of any -tensor field defined as
[TABLE]
for any vector fields . In the case that is a 2-form this Lie derivative coincides with . **
3. Natural -bilinear operators transforming (1,1)-tensor fields and -tensor fields into -tensor fields
A (1,1) tensor field can be considered as a linear mapping . As we assume the contraction and is the identity. We do not assume special properties of .
3.1. Operator applied to (1,1)-tensor fields
Full classification of natural -bilinear operators transforming two (1,1)-tensor fields into (1,2)-tensor fields was done in [3, p. 152] by using the other method. We recall this classification.
Theorem 3.1**.**
All natural -bilinear differential operators transforming (1,1)-tensor fields and into (1,2)-tensor fields form a 15 parameter family of operators given as a linear combination of the following operators
[TABLE]
where is the identity of and is the Frölicher-Nijenhuis bracket.
Remark 3.1**.**
It is very well known that the Frölicher-Nijenhuis bracket, [1], has values in tangent-valued forms. If we assume operators transforming and into tangent-valued 2-forms we obtain 8 parameter family generated by
[TABLE]
3.2. Operator applied to 1-forms
Lemma 3.1**.**
We have the following 6 canonical 1st order natural -bilinear differential operators
[TABLE]
where and for any vector fields .
Remark 3.2**.**
We have the following independent operators with values in 2-forms
[TABLE]
which follows from , where is the antisymmetrisation. **
Theorem 3.2**.**
All natural -bilinear differential operators transforming and into a (0,2) tensor fields form a six parameter family of operators which is a linear combination of operators from Lemma 3.1.
Proof.
[TABLE]
where
[TABLE]
In order to calculate relations for coefficients , , we use the method of an auxiliary linear symmetric connection , [3, p. 144]. We replace derivatives of tensor fields with covariant derivatives and assume that the operator is independent of . Then we get
[TABLE]
Then and are arbitrary, and
[TABLE]
Hence
[TABLE]
which is the coordinate expression of a linear combination of operators from Lemma 3.1. ∎
Corollary 3.1**.**
If the 1-form is closed, then all -bilinear 1st order natural differential operators form the 3-parameter family of operators generated by
[TABLE]
Moreover, we have 2 independent operators and with values in 2-forms.
Remark 3.3**.**
We can define others natural -bilinear operators on and . But, according to Theorem 3.2, they have to be obtained as linear combinations of operators from Lemma 3.1.
Let be vector fields, in [7] the operator was defined as follows
[TABLE]
which can be expressed as the linear combination of operators from Lemma 3.1
[TABLE]
Further, according to [2, p. 69], we can define the Lie derivative of with respect to as
[TABLE]
which is a 2-form. It is easy to see that
[TABLE]
For the identity of we have
[TABLE]
and we obtain, [7],
[TABLE]
3.3. Operator applied to (0,2) tensor fields
Let us denote as the antisymmetric part of , i.e. in coordinates
[TABLE]
First of all, we describe several types of 1st order natural -bilinear operators which are given by the tensorial operations (permutation of indices, tensor product, contraction, exterior differential).
Lemma 3.2**.**
* defines six independent natural -bilinear differential operators given by permutations of subindices, so for vector fields we have operators*
[TABLE]
Moreover, is the unique operator with values in 3-foms.
Corollary 3.2**.**
If the tensor field is symmetric or antisymmetric then we get three independent operators from Lemma 3.2
[TABLE]
Lemma 3.3**.**
We have the following six independent natural -bilinear differential operators
[TABLE]
Corollary 3.3**.**
1. If is symmetric then and and we have the unique operator from Lemma 3.3
[TABLE]
2. If is antisymmetric then and and we have five independent operators from Lemma 3.3
[TABLE]
From we have 3 operators with values in 3-forms.
Moreover, if is a closed 2-form, then there is the unique operator from Lemma 3.3
[TABLE]
which has values in 3-forms.
If the tensor fields and satisfy
[TABLE]
then is said to be pure with respect to . Natural -bilinear differential operators on pure tensor fields were studied in [4, 7]. We recall the main result.
Theorem 3.3**.**
Let is pure with respect to . Then
[TABLE]
is a (0,3)-tensor field.
The above operator for pure tensor fields can be generalized for any tensor field .
Theorem 3.4**.**
For any vector fields the operators
[TABLE]
and
[TABLE]
are (0,3)-tensor fields with the coordinate expressions
[TABLE]
and
[TABLE]
respectively.
Proof.
It is easy to prove it in coordinates. ∎
Remark 3.4**.**
Any linear combination of the above operators is an -bilinear operator, for instance
[TABLE]
[TABLE]
[TABLE]
and
[TABLE]
are such operators which we shall need later. **
Theorem 3.5**.**
All natural -bilinear differential operators transforming a -tensor field and a -tensor field into -tensor fields form a 14-parameter family which is a linear combination of operators described in Lemma 3.3, Lemma 3.2 and Theorem 3.4.
Proof.
By Theorem 1.2 and (1.3) – (1.5) we get that all natural -bilinear differential operators are of the form
[TABLE]
where
[TABLE]
In order to calculate relations for coefficients , , we use the method of an auxiliary linear symmetric connection , [3, p. 144]. We replace derivatives of tensor fields with covariant derivatives and assume that the operator is independent of . Then we get
[TABLE]
[TABLE]
So, the operator is independent of if and only if the following conditions for coefficients are satisfied:
I: Coefficients are arbitrary and we obtain that the corresponding part of the operator is a linear combination of operators from Lemma 3.2. We shall put .
II: For part staying with we get that the coefficients satisfy the conditions
[TABLE]
This system of equations has one free variable and putting and the others free variables are vanishing we get a multiple of the operator
[TABLE]
which is a multiple of the operator
[TABLE]
from Lemma 3.3.
III: For part staying with we get the following conditions. The coefficients .
Further
[TABLE]
IV: For part staying with the coefficients satisfy
[TABLE]
V: For part staying with the coefficients satisfy
[TABLE]
VI: For part staying with the coefficients satisfy
[TABLE]
The above systems IV – VI of linear equations we modify to
[TABLE]
[TABLE]
[TABLE]
So, for coefficients we have a system of homogeneous linear equations with 4 independent variables. We choose as these free variables , , and . We obtain
[TABLE]
Now, putting as a free variable , we get from the system of equations IV
[TABLE]
Further, putting as a free variable , we get from the system of equations V
[TABLE]
Finally, putting as a free variable , we get from the system of equations VI
[TABLE]
Let us put and the others free variables are vanishing. We get
[TABLE]
which is the coordinate expression for a multiple of
[TABLE]
Similarly for (respective ) and the others free variables vanishing we get multiples of (respective ).
If we put and the others free variables vanishing we get
[TABLE]
According to Remark 3.4 this operator corresponds in coordinates to
[TABLE]
If we put and the others free variables vanishing we get
[TABLE]
According to Remark 3.4 this operator corresponds in coordinates to
[TABLE]
If we put and the others free variables vanishing we get
[TABLE]
If we put and the others free variables vanishing we get
[TABLE]
Then the sum of the last 2 operators, i.e. , gives
[TABLE]
According to Remark 3.4 this operator corresponds in coordinates to
[TABLE]
On the other side for we have
[TABLE]
which, according to Remark 3.4, corresponds in coordinates to
[TABLE]
So all 14 independent operators are generated by 14 independent operators described in Lemma 3.3, Lemma 3.2 and Theorem 3.4. ∎
Remark 3.5**.**
Let be a 2–form. According to [2, p. 69] we can define the Lie derivative of with respect to as
[TABLE]
which is a 3-form. It is easy to see that
[TABLE]
4. Natural operators transforming (1,2)-tensor fields and 1-forms into (0,3)-tensor fields
Let us recall that, according to Theorem 1.1, all natural operators transforming (1,2)-tensor fields and 1-forms into (0,3)-tensor fields are -bilinear and of order 1.
4.1. General case
We shall denote by , , the contraction with respect to the corresponding indices.
Lemma 4.1**.**
We have 6 canonical natural differential operators given by , , namely
[TABLE]
Lemma 4.2**.**
We have 6 canonical natural differential operators given by the composition of with , namely
[TABLE]
Lemma 4.3**.**
We have 6 canonical natural differential operators given by , , namely
[TABLE]
Lemma 4.4**.**
Let us assume the antisymmetric part of with the coordinate expression . Then
[TABLE]
is a first order natural -bilinear differential operator with values in 3-forms.
Corollary 4.1**.**
If the 1–form is closed then we have only 7 operators from Lemma 4.3 and Lemma 4.4.
Theorem 4.1**.**
All natural differential operators transforming a (1,2)-tensor field and a 1-form into (0,3)-tensor fields form a 19-parameter family of operators described in Lemmas 4.1 – 4.4.
Proof.
According to Theorem 1.1 and (1.3) – (1.5)
[TABLE]
where
[TABLE]
In order to calculate relations for coefficients , , we use the method of an auxiliary linear symmetric connection , [3]. We replace derivatives of tensor fields with covariant derivatives and assume that the operator is independent of . Then we get
[TABLE]
[TABLE]
So, we get , , , , , and . This corresponds to linear combination of operators from Lemma 4.3.
Further , , , , and which gives a linear combinations of operators from Lemma 4.1.
For coefficients we obtain the following system of homogeneous linear equations.
[TABLE]
This system of equations has one free variable and if we put we obtain and .
Finally, we have the system of linear equations
[TABLE]
It gives the following operators
[TABLE]
Now, if we put , we get a linear combination of operators from Lemma 4.2.
Finally, putting and the others free variables are vanishing, we obtain
[TABLE]
The operator defined by (4.2) is a multiple of
[TABLE]
described in Lemma 4.4. So all natural operators are linear combinations of 19 operators from Lemmas 4.1 – 4.4. ∎
4.2. The case of tangent-valued 2-forms
Now, we assume that is a tangent valued 2-form, i.e. . Then there are 3 independent operators given by Lemma 4.1, 3 independent operators given by Lemma 4.2 and 3 independent operators given by Lemma 4.3.
Remark 4.1**.**
If is a tangent-valued 2-form, then we have the Yano-Ako operator, [7], defined as
[TABLE]
We can express this operator as the linear combination of the basic operators in the form
[TABLE]
Remark 4.2**.**
Let as assume that is a tangent-valued 2-form. According to [1] and [2, p. 69] we can define the Lie derivative of with respect to as
[TABLE]
which is a 3-form. It is easy to see that
[TABLE]
Remark 4.3**.**
If is a tangent-valued 2-form, then we can consider the Lie derivation of with respect to the identity tensor and obtain the tangent valued 3-form
[TABLE]
The Yano-Ako operator is antisymmetric in the first two arguments. On the other hand and have values in 3-forms. If we assume the antisymmetrization of the Yano-Ako operator we get the following identity, [7],
[TABLE]
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] A. Frölicher, A. Nijenhuis : Theory of vector-valued differential forms, I, II , Nederl. Akad. Wetensch. Proc. Ser. A. 59 (1956) 338–350, 351–359.
- 2[2] I. Kolář, P. W. Michor, J. Slovák : Natural Operations in Differential Geometry, Springer–Verlag 1993.
- 3[3] D. Krupka, J. Janyška : Lectures on Differential Invariants, Folia Fac. Sci. Nat. Univ. Purkynianae Brunensis, Brno, 1990.
- 4[4] A. Salimov : On operators associated with tensor fields , J. Geom. 99 (2010) 107–145, DOI 10.1007/s 00022-010-0059-6.
- 5[5] J. A. Schouten : On the differential operators of first order in tensor calculus, Rapport ZA 1953-012, Math. Centrum Amsterdam. (1953), 6pp.
- 6[6] J. A. Schouten : Ricci-Calculus: An Introduction to Tensor Analysis and Its Geometrical Applications (2nd ed.), Springer-Verlag Berlin Heidelberg 1954.
- 7[7] K. Yano, M. Ako : On certain operators associated with tensor fields , Kodai Math. Sem. Rep. 20 (1968) 414-436.
