Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Math 423 (Day 2) 2/2/10 1 Course Overview (cont.) Gauss-Bonnet-Hopf Theorem: Let M be a compact surface. Topologically M is characterized by its genius, g, which is the number of holes in M . Examples: g = 0: Sphere; g = 1: Torus; g = 2: Double Torus. The Gauss-Bonnet Theorem says that Z 1 K dA = 2(1 − g) 2π M where K is the Gauss curvature. So, the total Gauss curvature is a topologically invariant: It depends only on topology of M , so if you deform M1 into M2 without tearing it (so as to preserve its genus) then the total Gauss curvature does not change. The Gauss-Bonnet-Hopf Theorem relates tangent vector fields on M to the Gauss curvature and the genus. Let V~ be a vector field on M that is tangent to M at each point then Z 1 ~ κ dA = 2(1 − g) number of zeros of V = 2π M where the number of zeros are counted with multiplicity. (Pictures in hand-written notes) Green’s, Stokes, and Divergence Theorems: These theorems are all versions of the Fundamental Theorem of Calculus. We will revisit them and then learn about differential nforms which are the mathematical objects we integrate over n-dimensional surfaces. There is a version of the Fundamental Theorem of Calculus for differential forms that unifies and generalizes these three theorems. Fundamental Theorem of Calculus: Let M be (n + 1)-dimensional surface with ndimensional boundary ∂M and let ω be an n-form on M then Z Z dω = ω M ∂M where dω is the derivative of ω. 1 Special Case If M is a surface, then ∂M is a curve, and a 1-form ω on M corresponds to a vector field V~ . The 2-form dω corresponds to the curl of the vector field, ∇ × V~ . So the FTC reduces to Stokes Theorem: Z Z Z ~= (∇ × V~ ) · dS V~ · d~s M ∂M Geodesics are curves on a surface M that are the analogues of straight lines in the plane. They are • Length minimizing curves (locally) • “Straight” • Curves with zero acceleration To an ant walking on M , a geodesic curve is like a straight line in the plane. The geodesics on a sphere are the great circles. 2 Calculus on Euclidean Space 2.1 3D Euclidean Space, R3 • Point of R3 is p~ = (p1 , p2 , p3 ) = p • R3 is a vector space (addition, scalar multiplication, zero) • R3 is a 3-dimensional vector space with standard basis: 1 0 0 0 , e~2 = 1 , e~3 = 0 e~1 = 0 0 1 For any p~ ∈ R3 , we have p~ = p1 e1 + p2 e2 + p3 e3 , which is the unique expression for p~ in the standard basis where p1 , p2 , p3 are called coordinates of p~. We can regard the coordinates as functions on R3 . This will be important later when we learn about the 1-form dx. 2 Definition 2.1. We define the natural coordinate functions x : R3 → R by x(~p) = p1 y : R3 → R by y(~p) = p2 z : R3 → R by z(~p) = p3 Alternatively we have x = x1 , y = x2 , z = x3 . Subtle Distinction • f = x2 + y 2 + sin(z) → equation involving functions • f (~p) = x(~p)2 + y(~p)2 + sin(z(~p)) → equation involving numbers • f (x, y, z) = x2 + y 2 + sin(z) → ambiguous 2.2 Tangent Vectors A vector field on R2 is a function that assigns a vector ~vp to each point p~ in R2 , V~ : R2 → R2 (V~ (~p) = ~vp ). In Math 423 we often study vector fields whose domain is a curve or surface in R3 . Definition 2.2. A tangent vector ~vp to R3 consists of • point of application p~ • vector ~v at that point Definition 2.3. Fix p~ ∈ R3 . The tangent space to R3 at p~ is the set Tp R3 of all tangent vectors ~vp whose point of application is p. R3 has a different tangent space at each point p~. Tp R3 is a vector space. Why all these tangent spaces? Well the tangent vector to a curve at a point p is really a vector at p, i.e., a vector in Tp R3 . Of course, Tp R3 is a 3D vector space which we can identify with R3 by translating the point of application p to the origin of R3 . Definition 2.4. A vector field V on R3 is a function that assigns to each point p~ a tangent vector, V (~p) to R3 at p~ (i.e. V (~p) ∈ Tp ) 3 2.3 Algebraic Operations on Vector Fields If V, W are vector fields on R3 and f : R3 → R is a function we define V + W , f V , (which are vector fields on R3 ) by: • (V + W )(~p) = V (~p) + W (~p) ∈ Tp R3 • (f V )(~p) = f (~p) · V (~p) ∈ Tp R3 Definition 2.5. The natural frame field on R3 is the set consisting of the vector fields U1 , U2 , U3 on R3 defined by U1 (~p) = (1, 0, 0)p U2 (~p) = (0, 1, 0)p U3 (~p) = (0, 0, 1)p . At each point p~, {U1 (~p), U2 (~p), U3 (~p)} is the standard basis for Tp R3 . Lemma 2.6. Let V be a vector field on R3 then there are functions v1 , v2 , v3 : R3 → R so that V = v1 U1 + v2 U2 + v3 U3 4