8 Brief Introduction to Differential Forms

Total Page:16

File Type:pdf, Size:1020Kb

8 Brief Introduction to Differential Forms 8 Brief introduction to differential forms “Hamiltonian mechanics cannot be understood without differential forms” V. I. Arnold In this chapter we give a very brief introduction to differential forms fol- lowing the chapter 7 of Ref.[26]. We refer the reader to [26, 9, 8] for more detailed (and more precise) introductions. 8.1 Exterior forms 8.1.1 Definitions Let Rn be an n-dimensional real vector space. Definition An exterior algebraic form of degree k (or k-form) is a function of k vectors which is k-linear and antisymmetric. Namely: ω(λ1ξ1! + λ2ξ1!!,ξ2,...,ξk)=λ1ω(ξ1! ,ξ2,...,ξk)+λ2ω(ξ1!!,ξ2,...,ξk), and ω(ξ ,...,ξ )=( 1)νω(ξ ,...,ξ ) i1 ik − 1 k with ( 1)ν = 1 ( 1) if permutation (i , . , i ) is even (odd). Here ξ Rn − − 1 k i ∈ and λ R. i ∈ The set of all k-forms in Rn form a real vector space with (ω + ω )(ξ)=ω (ξ)+ω (ξ),ξ = ξ ,...,ξ 1 2 1 2 { 1 k} and (λω)(ξ)=λω(ξ). Let us suppose that we have a system of linear coordinates x1, . , xn on n R . We can think of these coordinates as of 1-forms so that xi(ξ)=ξi - the i-th coordinate of vector ξ. These coordinates form a basis of 1-forms in the 65 66 Brief introduction to differential forms n 1-form vector space (which is also called the dual space (R )∗). Any 1-form can be written as a linear combination of basis 1-forms ω1 = a1x1 + ... + anxn. 8.1.2 Exterior products Definition An exterior product of k 1-forms ω1,ω2,...,ωk is a k-form defined by (ω ... ω )(ξ ,...,ξ ) = det ω (ξ ). 1 ∧ ∧ k 1 k i j Exterior products of basis 1-forms x ... x with i < . < i form a i1 ∧ ∧ ik 1 k basis in the space of k-forms. The dimension of the latter space is obviously k Cn. A general k-form can be written as ωk = a x ... x , i1...ik i1 ∧ ∧ ik 1 i1<...<i n ≤ ! k≤ where ai1...ik are real numbers. Definition The exterior product ωk ωl of a k-form with l-form on Rn is ∧ the k + l-form on Rn defined as (ωk ωl)(ξ ,...,ξ )= ( 1)νωk(ξ ,...,ξ )ωl(ξ ,...,ξ ), ∧ 1 k+l − i1 ik j1 jl ! where i1 < . < ik and j1, . , jl and the sum is taken over all permutations (i , . , i ,j , . , j ) with ( 1)ν being +1( 1) for even (odd) permutations. 1 k 1 l − − One can check that this definition is consistent with the exterior product of 1-forms defined above and that the exterior product is distributive, asso- ciative, and skew-commutative. The latter means ωk ωl =( 1)klωl ωk. ∧ − ∧ If ω is a 1-form (or a form of an odd degree) one can easily show that ω ω = 0. ∧ 8.1.3 Behavior under mappings Let f : Rm Rn be a linear map, and ωk an exterior k-form on Rn. Then → k m we can define a k-form (f ∗ω ) on R by k k (f ∗ω )(ξ1,...,ξk)=ω (fξ1,...,fξk). Notice that the obtained mapping of forms f ∗ acts in “opposite” direction to f. Namely, f :Ω (Rn) Ω (Rm), where Ω (Rn) is a vector space of ∗ k → k k k-forms on Rn. 8.2 Differential forms 67 8.2 Differential forms Definition A differential k-form ωk at a point x of a manifold M is an |x exterior k-form on the tangent space TMx to M at x, i.e., a k-linear skew- symmetric function of k vectors ξ1,...,ξk tangent to M at x. If such a form is given at every point x of M and if it is differentiable, we say that we are given a k-form ωk on the manifold M. We introduce the coordinate basis 1-forms dxi with i =1, . , n (n- dimension of M). The notation dxi instead of xi used for exterior forms emphasizes that these basis forms act on TMx at a given point x of M. In the neighborhood of the point x one can always write the general differential k-form as ωk = a (x) dx ... dx , (8.1) i1...ik i1 ∧ ∧ ik i1<...<i! k where ai1...ik (x) are smooth functions of x. A simple example of a differential 1-form is the differential of some scalar function f(x) defined on the manifold M. We introduce n ∂f df = dxk, ∂xk x k=1 " ! " " where dxk are basis differential 1-forms. The value of this 1-form on a vector ξ TM is given by ∈ x n ∂f df (ξ)= ξk. ∂xk x k=1 " ! " " 8.2.1 Behavior under mappings Let f : M N be a differentiable map of a smooth manifold M to a → smooth manifold N, and let ω be a differential k-form on N. The mapping f induces the mapping f : TMx TMf(x) of tangent spaces. The latter ∗ → mapping f is called the differential of the map f. The mapping f is a ∗ ∗ mapping of linear spaces and gives rise to the mapping of forms defined on corresponding tangent spaces (see Sec. 8.1.3). As a result a well-defined differential k-form (f ∗ω) exists on M: (f ∗ω)(ξ1,...,ξk)=ω(f ξ1, . , f ξk). (8.2) ∗ ∗ 68 Brief introduction to differential forms 8.3 Integration of differential forms over chains 8.3.1 Integration of k-form over k-dimensional cell k Let D be a bounded convex polyhedron in R and x1, . , xk an oriented coordinate system on Rk. Any differential k-form on Rk can be written as ωk = φ(x) dx ... dx , where φ(x) is a differentiable function on Rk. We 1 ∧ ∧ k define the integral of the form ωk over D as the integral of the function φ: k ω = φ(x) dx1dx2 . dxk. (8.3) #D #D Let us define a k-dimensional cell σ of n-dimensional manifold M as a polyhedron D in Rk defined above with a differentiable map f : D M. → One can think about σ as of “curvilinear polyhedron” - the image of D on M. If ω is a differentiable k-form on M we define the integral of a form ω over the cell σ as ω = f ∗ω, (8.4) #σ #D where f ∗ is a mapping of k-forms induced by f (see Sec. 8.2.1). The cell σ inherits an orientation from the orientation of Rk. The k- dimensional cell which differs from σ only by the choice of orientation is called the negative of σ and is denoted by σ or by ( 1)σ. One can show − − that under a change of orientation the integral changes sign: ω = ω. (8.5) σ − σ #− # 8.3.2 Chains and boundary operator It is convenient to generalize our definition of the integral of a form over cell to the integral over chain. Definition A chain of dimension k on a manifold M consists of a fi- nite collection of k-dimensional oriented cells σ1,...,σr in M and integers m1, . , mr, called multiplicities. A chain is denoted ck = m1σ1 + ... + mrσr. (8.6) One can introduce the structure of a commutative group on a set of k-chains on M with natural definitions of addition of chains ck + bk. The boundary of a convex oriented k-polyhedron D on Rk is the (k 1)- − chain ∂D on Rk defined as ∂D = σi, !i 8.4 Exterior differentiation and Stokes formula 69 where the cells σ the (k 1)-dimensional faces of D with orientations in- i − herited from the orientation of Rk (see [26]). One can easily extend this definition to the definition of the boundary of a cell ∂σ on M and then to the boundary of a chain (8.6) as ∂ck = m1∂σ1 + ... + mr∂σr. (8.7) ∂c is a (k 1)-chain on M. Additionally, we define a 0-chain is a collection k − of points with multiplicities and the boundary of an oriented interval AB' is B A. The boundary of a point is empty. − One can show that the boundary of the boundary of the cell is zero ∂(∂σ) = 0 and therefore ∂(∂ck)=0 for any k-chain ck. We write this property as ∂∂ =0. (8.8) 8.3.3 Integration of k-form over k-chains An integral of a k-form over k-chain (8.6) is defined as k k ω = mi ω . (8.9) ck σi # ! # 8.4 Exterior differentiation and Stokes formula An exterior derivative of the differential k-form ωk is a (k+1)-form Ω= dωk. One can define it using a choice of coordinates on M as Ω= dωk = da dx ... dx (8.10) i1...ik ∧ i1 ∧ ∧ ik if ωk is given by (8.1). Here!da is a 1-form of a differential of a function a(x). One can show that the definition (8.10) does not actually depend on the choice of coordinates (see [26] for more rigorous discussion). We think of the 1-form given by the differential of a scalar function (see Sec. 8.2) as of an external derivative of 0-form (scalar function). It is easy to see from the definition (8.10) that d(dxi)=0. Using this property one can show that generally d(dω)=0, 70 Brief introduction to differential forms where ω is a general differential k-form.
Recommended publications
  • Topology and Physics 2019 - Lecture 2
    Topology and Physics 2019 - lecture 2 Marcel Vonk February 12, 2019 2.1 Maxwell theory in differential form notation Maxwell's theory of electrodynamics is a great example of the usefulness of differential forms. A nice reference on this topic, though somewhat outdated when it comes to notation, is [1]. For notational simplicity, we will work in units where the speed of light, the vacuum permittivity and the vacuum permeability are all equal to 1: c = 0 = µ0 = 1. 2.1.1 The dual field strength In three dimensional space, Maxwell's electrodynamics describes the physics of the electric and magnetic fields E~ and B~ . These are three-dimensional vector fields, but the beauty of the theory becomes much more obvious if we (a) use a four-dimensional relativistic formulation, and (b) write it in terms of differential forms. For example, let us look at Maxwells two source-free, homogeneous equations: r · B = 0;@tB + r × E = 0: (2.1) That these equations have a relativistic flavor becomes clear if we write them out in com- ponents and organize the terms somewhat suggestively: x y z 0 + @xB + @yB + @zB = 0 x z y −@tB + 0 − @yE + @zE = 0 (2.2) y z x −@tB + @xE + 0 − @zE = 0 z y x −@tB − @xE + @yE + 0 = 0 Note that we also multiplied the last three equations by −1 to clarify the structure. All in all, we see that we have four equations (one for each space-time coordinate) which each contain terms in which the four coordinate derivatives act. Therefore, we may be tempted to write our set of equations in more \relativistic" notation as ^µν @µF = 0 (2.3) 1 with F^µν the coordinates of an antisymmetric two-tensor (i.
    [Show full text]
  • LP THEORY of DIFFERENTIAL FORMS on MANIFOLDS This
    TRANSACTIONSOF THE AMERICAN MATHEMATICALSOCIETY Volume 347, Number 6, June 1995 LP THEORY OF DIFFERENTIAL FORMS ON MANIFOLDS CHAD SCOTT Abstract. In this paper, we establish a Hodge-type decomposition for the LP space of differential forms on closed (i.e., compact, oriented, smooth) Rieman- nian manifolds. Critical to the proof of this result is establishing an LP es- timate which contains, as a special case, the L2 result referred to by Morrey as Gaffney's inequality. This inequality helps us show the equivalence of the usual definition of Sobolev space with a more geometric formulation which we provide in the case of differential forms on manifolds. We also prove the LP boundedness of Green's operator which we use in developing the LP theory of the Hodge decomposition. For the calculus of variations, we rigorously verify that the spaces of exact and coexact forms are closed in the LP norm. For nonlinear analysis, we demonstrate the existence and uniqueness of a solution to the /1-harmonic equation. 1. Introduction This paper contributes primarily to the development of the LP theory of dif- ferential forms on manifolds. The reader should be aware that for the duration of this paper, manifold will refer only to those which are Riemannian, compact, oriented, C°° smooth and without boundary. For p = 2, the LP theory is well understood and the L2-Hodge decomposition can be found in [M]. However, in the case p ^ 2, the LP theory has yet to be fully developed. Recent appli- cations of the LP theory of differential forms on W to both quasiconformal mappings and nonlinear elasticity continue to motivate interest in this subject.
    [Show full text]
  • NOTES on DIFFERENTIAL FORMS. PART 3: TENSORS 1. What Is A
    NOTES ON DIFFERENTIAL FORMS. PART 3: TENSORS 1. What is a tensor? 1 n Let V be a finite-dimensional vector space. It could be R , it could be the tangent space to a manifold at a point, or it could just be an abstract vector space. A k-tensor is a map T : V × · · · × V ! R 2 (where there are k factors of V ) that is linear in each factor. That is, for fixed ~v2; : : : ;~vk, T (~v1;~v2; : : : ;~vk−1;~vk) is a linear function of ~v1, and for fixed ~v1;~v3; : : : ;~vk, T (~v1; : : : ;~vk) is a k ∗ linear function of ~v2, and so on. The space of k-tensors on V is denoted T (V ). Examples: n • If V = R , then the inner product P (~v; ~w) = ~v · ~w is a 2-tensor. For fixed ~v it's linear in ~w, and for fixed ~w it's linear in ~v. n • If V = R , D(~v1; : : : ;~vn) = det ~v1 ··· ~vn is an n-tensor. n • If V = R , T hree(~v) = \the 3rd entry of ~v" is a 1-tensor. • A 0-tensor is just a number. It requires no inputs at all to generate an output. Note that the definition of tensor says nothing about how things behave when you rotate vectors or permute their order. The inner product P stays the same when you swap the two vectors, but the determinant D changes sign when you swap two vectors. Both are tensors. For a 1-tensor like T hree, permuting the order of entries doesn't even make sense! ~ ~ Let fb1;:::; bng be a basis for V .
    [Show full text]
  • Killing Spinor-Valued Forms and the Cone Construction
    ARCHIVUM MATHEMATICUM (BRNO) Tomus 52 (2016), 341–355 KILLING SPINOR-VALUED FORMS AND THE CONE CONSTRUCTION Petr Somberg and Petr Zima Abstract. On a pseudo-Riemannian manifold M we introduce a system of partial differential Killing type equations for spinor-valued differential forms, and study their basic properties. We discuss the relationship between solutions of Killing equations on M and parallel fields on the metric cone over M for spinor-valued forms. 1. Introduction The subject of the present article are the systems of over-determined partial differential equations for spinor-valued differential forms, classified as atypeof Killing equations. The solution spaces of these systems of PDE’s are termed Killing spinor-valued differential forms. A central question in geometry asks for pseudo-Riemannian manifolds admitting non-trivial solutions of Killing type equa- tions, namely how the properties of Killing spinor-valued forms relate to the underlying geometric structure for which they can occur. Killing spinor-valued forms are closely related to Killing spinors and Killing forms with Killing vectors as a special example. Killing spinors are both twistor spinors and eigenspinors for the Dirac operator, and real Killing spinors realize the limit case in the eigenvalue estimates for the Dirac operator on compact Riemannian spin manifolds of positive scalar curvature. There is a classification of complete simply connected Riemannian manifolds equipped with real Killing spinors, leading to the construction of manifolds with the exceptional holonomy groups G2 and Spin(7), see [8], [1]. Killing vector fields on a pseudo-Riemannian manifold are the infinitesimal generators of isometries, hence they influence its geometrical properties.
    [Show full text]
  • Math 865, Topics in Riemannian Geometry
    Math 865, Topics in Riemannian Geometry Jeff A. Viaclovsky Fall 2007 Contents 1 Introduction 3 2 Lecture 1: September 4, 2007 4 2.1 Metrics, vectors, and one-forms . 4 2.2 The musical isomorphisms . 4 2.3 Inner product on tensor bundles . 5 2.4 Connections on vector bundles . 6 2.5 Covariant derivatives of tensor fields . 7 2.6 Gradient and Hessian . 9 3 Lecture 2: September 6, 2007 9 3.1 Curvature in vector bundles . 9 3.2 Curvature in the tangent bundle . 10 3.3 Sectional curvature, Ricci tensor, and scalar curvature . 13 4 Lecture 3: September 11, 2007 14 4.1 Differential Bianchi Identity . 14 4.2 Algebraic study of the curvature tensor . 15 5 Lecture 4: September 13, 2007 19 5.1 Orthogonal decomposition of the curvature tensor . 19 5.2 The curvature operator . 20 5.3 Curvature in dimension three . 21 6 Lecture 5: September 18, 2007 22 6.1 Covariant derivatives redux . 22 6.2 Commuting covariant derivatives . 24 6.3 Rough Laplacian and gradient . 25 7 Lecture 6: September 20, 2007 26 7.1 Commuting Laplacian and Hessian . 26 7.2 An application to PDE . 28 1 8 Lecture 7: Tuesday, September 25. 29 8.1 Integration and adjoints . 29 9 Lecture 8: September 23, 2007 34 9.1 Bochner and Weitzenb¨ock formulas . 34 10 Lecture 9: October 2, 2007 38 10.1 Manifolds with positive curvature operator . 38 11 Lecture 10: October 4, 2007 41 11.1 Killing vector fields . 41 11.2 Isometries . 44 12 Lecture 11: October 9, 2007 45 12.1 Linearization of Ricci tensor .
    [Show full text]
  • The Language of Differential Forms
    Appendix A The Language of Differential Forms This appendix—with the only exception of Sect.A.4.2—does not contain any new physical notions with respect to the previous chapters, but has the purpose of deriving and rewriting some of the previous results using a different language: the language of the so-called differential (or exterior) forms. Thanks to this language we can rewrite all equations in a more compact form, where all tensor indices referred to the diffeomorphisms of the curved space–time are “hidden” inside the variables, with great formal simplifications and benefits (especially in the context of the variational computations). The matter of this appendix is not intended to provide a complete nor a rigorous introduction to this formalism: it should be regarded only as a first, intuitive and oper- ational approach to the calculus of differential forms (also called exterior calculus, or “Cartan calculus”). The main purpose is to quickly put the reader in the position of understanding, and also independently performing, various computations typical of a geometric model of gravity. The readers interested in a more rigorous discussion of differential forms are referred, for instance, to the book [22] of the bibliography. Let us finally notice that in this appendix we will follow the conventions introduced in Chap. 12, Sect. 12.1: latin letters a, b, c,...will denote Lorentz indices in the flat tangent space, Greek letters μ, ν, α,... tensor indices in the curved manifold. For the matter fields we will always use natural units = c = 1. Also, unless otherwise stated, in the first three Sects.
    [Show full text]
  • Diff. Forms and Spinors
    “Äußerer Differentialkalkül für Spinorformen und Anwendung auf das allgemeine reine Gravitationasstrahlungsfeld,” Zeit. Phys. 178 (1964), 488-500. Exterior differential calculus for spinor forms and its application to the general pure gravitational radiation field By KLAUS BICHTELER (Received on 1 February 1964) Translated by D. H. Delphenich ____ Summary. – An exterior differential calculus for spinor forms that is quite analogous to the well- known tensorial Cartan calculus is developed that renders possible the direct spinorial calculation of the Weyl and Ricci tensors. As an application, the metric and curvature spinors of the most general space-time admitting a normal, sheer-free, null congruence are derived. The rather modest amount of calculation illustrates the advantages of the new method as compared to the techniques used thus far ( *). I. Spinor algebra Let T be the metric tensor algebra over the vector space of complex pairs that is endowed with the symplectic metric: A AC C AB ξ = ε ξC , ξA = ξ εCA , εAB = − εBA = ε , ε01 = 1. AB … Its elements are component matrices T CD … Let T′ be a second exemplar of that algebra whose elements will be written with primes in order to distinguish them. The spinor algebra S is the tensorial product of the two algebras. S is, in a natural way, also a A…… P ′ metric space whose elements are component matrices TB…… Q ′ . We would like to list some structural properties of S that we will need in what follows ( ** )( 1,2). (*) Remark by the editor: R. DEBEVER, M. CAHEN, and L. DEFRISE have, according to an oral commutation from one of them, developed a calculus for the calculation of curvature spinors that likewise works with complex forms.
    [Show full text]
  • Hodge Theory
    HODGE THEORY PETER S. PARK Abstract. This exposition of Hodge theory is a slightly retooled version of the author's Harvard minor thesis, advised by Professor Joe Harris. Contents 1. Introduction 1 2. Hodge Theory of Compact Oriented Riemannian Manifolds 2 2.1. Hodge star operator 2 2.2. The main theorem 3 2.3. Sobolev spaces 5 2.4. Elliptic theory 11 2.5. Proof of the main theorem 14 3. Hodge Theory of Compact K¨ahlerManifolds 17 3.1. Differential operators on complex manifolds 17 3.2. Differential operators on K¨ahlermanifolds 20 3.3. Bott{Chern cohomology and the @@-Lemma 25 3.4. Lefschetz decomposition and the Hodge index theorem 26 Acknowledgments 30 References 30 1. Introduction Our objective in this exposition is to state and prove the main theorems of Hodge theory. In Section 2, we first describe a key motivation behind the Hodge theory for compact, closed, oriented Riemannian manifolds: the observation that the differential forms that satisfy certain par- tial differential equations depending on the choice of Riemannian metric (forms in the kernel of the associated Laplacian operator, or harmonic forms) turn out to be precisely the norm-minimizing representatives of the de Rham cohomology classes. This naturally leads to the statement our first main theorem, the Hodge decomposition|for a given compact, closed, oriented Riemannian manifold|of the space of smooth k-forms into the image of the Laplacian and its kernel, the sub- space of harmonic forms. We then develop the analytic machinery|specifically, Sobolev spaces and the theory of elliptic differential operators|that we use to prove the aforementioned decom- position, which immediately yields as a corollary the phenomenon of Poincar´eduality.
    [Show full text]
  • Tensors and Differential Forms
    Chapter 3 Tensors and Differential Forms “In the beginning, God said, the four-dimensional divergence of an antisymmetric, second-rank tensor equals zero, and there was light.” Michio Kaku In Multivariable Calculus, we learned about gradient, curl and divergence of a vector field, and three important theorems associated to them, namely Green’s, Stokes’ and Divergence Theorems. In this and the next chapters, we will generalize these theorems to higher dimensional manifolds, and unify them into one single theorem (called the Generalized Stokes’ Theorem). In order to carry out this generalization and unification, we need to introduce tensors and differential forms. The reasons of doing so are many-folded. We will explain it in detail. Meanwhile, one obvious reason is that the curl of a vector field is only defined in R3 since it uses the cross product. In this chapter, we will develop the language of differential forms which will be used in place of gradient, curl, divergence and all that in Multivariable Calculus. 3.1. Cotangent Spaces 3.1.1. Review of Linear Algebra: dual spaces. Let V be an n-dimensional real vector space, and B = fe1, ... , eng be a basis for V. The set of all linear maps T : V ! R from V to the scalar field R (they are commonly called linear functionals) forms a vector space with dimension n. This space is called the dual space of V, denoted by V∗. n ∗ ∗ n ∗ Associated to the basis B = feigi=1 for V, there is a basis B = fei gi=1 for V : ( ∗ 1 if i = j e (ej) = i 0 if i 6= j The basis B∗ for V∗ (do Exericse 3.1 to verify it is indeed a basis) is called the dual basis of V∗ with respect to B.
    [Show full text]
  • Differential Forms As Spinors Annales De L’I
    ANNALES DE L’I. H. P., SECTION A WOLFGANG GRAF Differential forms as spinors Annales de l’I. H. P., section A, tome 29, no 1 (1978), p. 85-109 <http://www.numdam.org/item?id=AIHPA_1978__29_1_85_0> © Gauthier-Villars, 1978, tous droits réservés. L’accès aux archives de la revue « Annales de l’I. H. P., section A » implique l’accord avec les conditions générales d’utilisation (http://www.numdam. org/conditions). Toute utilisation commerciale ou impression systématique est constitutive d’une infraction pénale. Toute copie ou impression de ce fichier doit contenir la présente mention de copyright. Article numérisé dans le cadre du programme Numérisation de documents anciens mathématiques http://www.numdam.org/ Ann. Inst. Henri Poincare, Section A : Vol. XXIX. n° L 1978. p. 85 Physique’ théorique.’ Differential forms as spinors Wolfgang GRAF Fachbereich Physik der Universitat, D-7750Konstanz. Germany ABSTRACT. 2014 An alternative notion of spinor fields for spin 1/2 on a pseudoriemannian manifold is proposed. Use is made of an algebra which allows the interpretation of spinors as elements of a global minimal Clifford- ideal of differential forms. The minimal coupling to an electromagnetic field is introduced by means of an « U(1 )-gauging ». Although local Lorentz transformations play only a secondary role and the usual two-valuedness is completely absent, all results of Dirac’s equation in flat space-time with electromagnetic coupling can be regained. 1. INTRODUCTION It is well known that in a riemannian manifold the laplacian D := - (d~ + ~d) operating on differential forms admits as « square root » the first-order operator ~ 2014 ~ ~ being the exterior derivative and e) the generalized divergence.
    [Show full text]
  • Differential Forms 7
    Differential forms 7 Exterior differential forms arise when concepts such as the work of a field along a path and the flux of a fluid through a surface are generalized to higher dimensions. Hamiltonian mechanics cannot be understood without differential forms. The information we need about differential forms involves exterior multi­ plication, exterior differentiation, integration, and Stokes' formula. 32 Exterior forms Here we define exterior algebraic forms A l-forms Let IRn be an n-dimensional real vector space. 52 We will denote vectors in this space by ~, 1), .•.• Definition. A form of degree 1 (or aI-form) is a linear function w: IRn - IR, i.e., We recall the basic facts about I-forms from linear algebra. The set of all I-forms becomes areal vector space if we define the sum of two forms by (w1 + ( 2); = W1(~) + W2(~)' and scalar multiplication by (Äw)(~) = Äw(~). 52 It is essential to note that we do not fix any special euclidean structure on ~ •. In some examples we use such a structure; in these cases this will be specifically stated (" euclidean ~. "). 163 V. I. Arnold, Mathematical Methods of Classical Mechanics © Springer Science+Business Media New York 1978 7: Differential forms The space of I-forms on ~n is itself n-dimensional, and is also called the dual space (~n)*. Suppose that we have chosen a linear coordinate system Xl> ••• , Xn on ~n. Each coordinate Xi is itself a I-form. These n I-forms are linearly independent. Therefore, every I-form w has the form The value of w on a vector ; is equal to w(;) = a1x1(;) + .,.
    [Show full text]
  • VISUALIZING EXTERIOR CALCULUS Contents Introduction 1 1. Exterior
    VISUALIZING EXTERIOR CALCULUS GREGORY BIXLER Abstract. Exterior calculus, broadly, is the structure of differential forms. These are usually presented algebraically, or as computational tools to simplify Stokes' Theorem. But geometric objects like forms should be visualized! Here, I present visualizations of forms that attempt to capture their geometry. Contents Introduction 1 1. Exterior algebra 2 1.1. Vectors and dual vectors 2 1.2. The wedge of two vectors 3 1.3. Defining the exterior algebra 4 1.4. The wedge of two dual vectors 5 1.5. R3 has no mixed wedges 6 1.6. Interior multiplication 7 2. Integration 8 2.1. Differential forms 9 2.2. Visualizing differential forms 9 2.3. Integrating differential forms over manifolds 9 3. Differentiation 11 3.1. Exterior Derivative 11 3.2. Visualizing the exterior derivative 13 3.3. Closed and exact forms 14 3.4. Future work: Lie derivative 15 Acknowledgments 16 References 16 Introduction What's the natural way to integrate over a smooth manifold? Well, a k-dimensional manifold is (locally) parametrized by k coordinate functions. At each point we get k tangent vectors, which together form an infinitesimal k-dimensional volume ele- ment. And how should we measure this element? It seems reasonable to ask for a function f taking k vectors, so that • f is linear in each vector • f is zero for degenerate elements (i.e. when vectors are linearly dependent) • f is smooth These are the properties of a differential form. 1 2 GREGORY BIXLER Introducing structure to a manifold usually follows a certain pattern: • Create it in Rn.
    [Show full text]