connects surface integrals of to line integrals around boundaries. It's a powerful tool in vector calculus, generalizing earlier theorems and finding applications in physics and engineering.
Understanding Stokes' theorem requires familiarity with vector fields, differential forms, and various types of integrals. It's a key concept that ties together many ideas in multivariable calculus and vector analysis.
Vector Calculus Fundamentals
Vector Fields and Differential Forms
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F(x,y,z)=(F1(x,y,z),F2(x,y,z),F3(x,y,z)) assigns a vector to each point in a subset of space
Curl of a vector field F, denoted ∇×F, measures the infinitesimal rotation of the field
In 3D, ∇×F=(∂y∂F3−∂z∂F2,∂z∂F1−∂x∂F3,∂x∂F2−∂y∂F1)
Useful for understanding the rotational behavior of a vector field (fluid dynamics, )
Differential form ω is an object that can be integrated over oriented manifolds (curves, surfaces, volumes)
1-form ω=Pdx+Qdy+Rdz can be integrated over curves
2-form ω=Pdy∧dz+Qdz∧dx+Rdx∧dy can be integrated over surfaces
Exterior derivative dω generalizes the gradient, curl, and divergence operations to differential forms
For a 1-form ω=Pdx+Qdy+Rdz, dω=(∂y∂R−∂z∂Q)dy∧dz+(∂z∂P−∂x∂R)dz∧dx+(∂x∂Q−∂y∂P)dx∧dy
Integration Concepts
Surface and Line Integrals
∬SF⋅dS evaluates a vector field F over a surface S
dS=ndS, where n is the unit normal vector to the surface and dS is the surface area element
Measures the of a vector field through a surface (, electric flux)
∫CF⋅dr evaluates a vector field F along a curve C
dr=(dx,dy,dz) is the infinitesimal displacement vector along the curve
Measures the work done by a force field along a path (work, circulation)
Orientable Surfaces and Boundary Curves
Orientable surface is a surface that has a consistent notion of "clockwise" and "counterclockwise"
Examples: sphere, torus, plane
Non-orientable surfaces (Möbius strip, Klein bottle) do not have a consistent orientation
Boundary curve ∂S is the oriented curve that forms the edge of an S
Orientation of ∂S is determined by the right-hand rule with respect to the surface normal
Important for relating line integrals and surface integrals via Stokes' theorem
Stokes' Theorem
Statement and Applications of Stokes' Theorem
Stokes' theorem relates the surface integral of the curl of a vector field over a surface S to the line integral of the vector field over the boundary curve ∂S
∬S(∇×F)⋅dS=∮∂SF⋅dr
Generalizes the Fundamental Theorem of Calculus, , and the Divergence Theorem
Stokes' theorem has numerous applications in physics and engineering
Faraday's law of induction: EMF induced in a closed loop is equal to the negative rate of change of magnetic flux through the loop
Kelvin's circulation theorem: circulation of a velocity field around a closed curve is equal to the surface integral of vorticity over any surface bounded by the curve
To apply Stokes' theorem:
Identify the vector field F, surface S, and boundary curve ∂S
Compute the curl ∇×F
Parametrize the surface S and compute the surface integral ∬S(∇×F)⋅dS
Parametrize the boundary curve ∂S and compute the line integral ∮∂SF⋅dr
Verify that the surface and line integrals are equal