24.1 Statement and proof of Stokes' theorem

3 min readaugust 6, 2024

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))\mathbf{F}(x, y, z) = (F_1(x, y, z), F_2(x, y, z), F_3(x, y, z)) assigns a vector to each point in a subset of space
  • Curl of a vector field F\mathbf{F}, denoted ×F\nabla \times \mathbf{F}, measures the infinitesimal rotation of the field
    • In 3D, ×F=(F3yF2z,F1zF3x,F2xF1y)\nabla \times \mathbf{F} = \left(\frac{\partial F_3}{\partial y} - \frac{\partial F_2}{\partial z}, \frac{\partial F_1}{\partial z} - \frac{\partial F_3}{\partial x}, \frac{\partial F_2}{\partial x} - \frac{\partial F_1}{\partial y}\right)
    • Useful for understanding the rotational behavior of a vector field (fluid dynamics, )
  • Differential form ω\omega is an object that can be integrated over oriented manifolds (curves, surfaces, volumes)
    • 1-form ω=Pdx+Qdy+Rdz\omega = P\,dx + Q\,dy + R\,dz can be integrated over curves
    • 2-form ω=Pdydz+Qdzdx+Rdxdy\omega = P\,dy \wedge dz + Q\,dz \wedge dx + R\,dx \wedge dy can be integrated over surfaces
  • Exterior derivative dωd\omega generalizes the gradient, curl, and divergence operations to differential forms
    • For a 1-form ω=Pdx+Qdy+Rdz\omega = P\,dx + Q\,dy + R\,dz, dω=(RyQz)dydz+(PzRx)dzdx+(QxPy)dxdyd\omega = \left(\frac{\partial R}{\partial y} - \frac{\partial Q}{\partial z}\right)dy \wedge dz + \left(\frac{\partial P}{\partial z} - \frac{\partial R}{\partial x}\right)dz \wedge dx + \left(\frac{\partial Q}{\partial x} - \frac{\partial P}{\partial y}\right)dx \wedge dy

Integration Concepts

Surface and Line Integrals

  • SFdS\iint_S \mathbf{F} \cdot d\mathbf{S} evaluates a vector field F\mathbf{F} over a surface SS
    • dS=ndSd\mathbf{S} = \mathbf{n}\,dS, where n\mathbf{n} is the unit normal vector to the surface and dSdS is the surface area element
    • Measures the of a vector field through a surface (, electric flux)
  • CFdr\int_C \mathbf{F} \cdot d\mathbf{r} evaluates a vector field F\mathbf{F} along a curve CC
    • dr=(dx,dy,dz)d\mathbf{r} = (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\partial S is the oriented curve that forms the edge of an SS
    • Orientation of S\partial 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 SS to the line integral of the vector field over the boundary curve S\partial S
    • S(×F)dS=SFdr\iint_S (\nabla \times \mathbf{F}) \cdot d\mathbf{S} = \oint_{\partial S} \mathbf{F} \cdot d\mathbf{r}
    • 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:
    1. Identify the vector field F\mathbf{F}, surface SS, and boundary curve S\partial S
    2. Compute the curl ×F\nabla \times \mathbf{F}
    3. Parametrize the surface SS and compute the surface integral S(×F)dS\iint_S (\nabla \times \mathbf{F}) \cdot d\mathbf{S}
    4. Parametrize the boundary curve S\partial S and compute the line integral SFdr\oint_{\partial S} \mathbf{F} \cdot d\mathbf{r}
    5. Verify that the surface and line integrals are equal

Key Terms to Review (16)

∇ × f: The expression ∇ × f represents the curl of a vector field f, which measures the tendency of the field to induce rotation around a point. The curl provides essential insights into the local behavior of the vector field, showing how much and in what direction the field 'twists' or 'curls' at any given point, connecting deeply with the properties of vector calculus and fundamental physical concepts like fluid dynamics and electromagnetism.
∫c f · dr: The line integral ∫c f · dr represents the integral of a vector field f along a curve c. This integral measures the work done by the vector field on a particle moving along the curve and is crucial in understanding concepts like circulation and flux within the context of higher-dimensional calculus.
Curl: Curl is a vector operator that measures the rotation of a vector field in three-dimensional space. It provides insight into the local spinning motion of the field, indicating how much and in which direction the field 'curls' around a point.
Electromagnetism: Electromagnetism is a fundamental force of nature that describes the interaction between electrically charged particles and magnetic fields. It governs how electric charges produce and interact with electromagnetic fields, leading to phenomena like electric currents, magnetism, and electromagnetic waves. This relationship is crucial in understanding various physical systems, including the behavior of light, electricity, and magnetism in practical applications.
Fluid flow: Fluid flow refers to the movement of liquids and gases, characterized by how they interact with their surroundings and how they are influenced by forces such as pressure and gravity. Understanding fluid flow is essential in various applications, from calculating work done by moving fluids to analyzing circulation patterns in vector fields. This concept is key in fields like engineering, meteorology, and physics, where it helps model real-world scenarios involving moving fluids.
Flux: Flux is a measure of the flow of a field through a surface, typically quantified as the integral of a vector field across that surface. It is essential for understanding how physical quantities like fluid flow or electromagnetic fields behave in three-dimensional space, linking concepts like divergence, circulation, and surface integrals.
George Gabriel Stokes: George Gabriel Stokes was a prominent Irish mathematician and physicist known for his contributions to fluid dynamics, optics, and mathematical physics. He is most famously recognized for Stokes' theorem, which relates surface integrals over a surface to line integrals around the boundary of that surface, serving as a key bridge between vector calculus and differential geometry.
Gottfried Wilhelm Leibniz: Gottfried Wilhelm Leibniz was a German polymath who made significant contributions to philosophy, mathematics, and science during the 17th century. He is best known for developing calculus independently of Isaac Newton and for his work on mathematical formalism, which laid the groundwork for later developments in physics and engineering. His ideas on the relationship between mathematics and physical phenomena connect closely to fundamental theorems that describe various mathematical operations in physics.
Green's theorem: Green's theorem states that the line integral around a simple closed curve in the plane is equal to the double integral of the divergence of a vector field over the region enclosed by the curve. This theorem connects the concepts of circulation around a curve to the behavior of vector fields in the area it encloses, illustrating important relationships between line integrals and double integrals.
Line Integral: A line integral is a mathematical concept that allows us to integrate functions along a curve or path in a given space. It is particularly useful for calculating quantities like arc length, work done by a force field along a path, and evaluating circulations in vector fields. Line integrals can be used in both scalar and vector fields, connecting them to various important theorems and applications in physics and engineering.
Oriented Surface: An oriented surface is a two-dimensional surface in three-dimensional space that has a consistent choice of 'sides' across its entirety. This means that at every point on the surface, you can distinguish between the two sides, usually referred to as the 'positive' side and the 'negative' side, which is essential for defining concepts like normal vectors and integrals over surfaces.
Piecewise Smooth Curve: A piecewise smooth curve is a type of curve that is composed of a finite number of smooth segments, where each segment is differentiable, and the endpoints of the segments connect smoothly. This concept is crucial in understanding various mathematical theorems that involve integration and vector fields, as it ensures that the curves can be analyzed using calculus techniques without issues arising from discontinuities or non-differentiable points.
Smooth surface: A smooth surface is a surface that is infinitely differentiable, meaning it has continuous derivatives of all orders. This property ensures that the surface behaves well under various mathematical operations, making it suitable for calculus and differential geometry applications. Smooth surfaces are essential when working with concepts like curves, integrals, and surface integrals in vector calculus.
Stokes' Theorem: Stokes' Theorem is a fundamental result in vector calculus that relates the surface integral of a vector field over a surface to the line integral of the same vector field along the boundary of that surface. This theorem highlights the connection between a vector field's behavior on a surface and its behavior along the curve that bounds that surface, linking concepts like curl and circulation.
Surface Integral: A surface integral is a mathematical concept used to calculate the integral of a function over a surface in three-dimensional space. It generalizes the idea of a double integral, allowing us to integrate functions that depend on two variables across a curved surface, which is essential in various applications such as physics and engineering.
Vector Field: A vector field is a function that assigns a vector to every point in a subset of space, representing quantities that have both magnitude and direction at each point. This concept is essential for understanding how physical quantities vary over a region, influencing calculations related to force, flow, and motion in various applications.
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