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PotentialTheoryOnLocallyCompactCommutativeGroups

Stephen Crowley edited this page Aug 9, 2023 · 8 revisions

The book Potential Theory on Locally Compact Abelian Groups is about

  1. Newtonian Potentials: These are solutions to Poisson's equation:

$$ \nabla^2 u = -\rho $$

where $\nabla^2$ is the Laplacian operator, $u$ is the potential, and $\rho$ is the charge density.

  1. Laplace Operator: The Laplace operator is a second-order differential operator in the n-dimensional Euclidean space, defined as the divergence of the gradient:

$$ \nabla^2 f = \nabla \cdot \nabla f $$

  1. Brownian Motion: This is a stochastic process characterized by continuous paths and having the Markov property.

  2. Brownian Semigroup: The Brownian semigroup is connected to the Laplacian as the infinitesimal generator, and it's given by:

$$ T_t f(x) = \mathbb{E}_x[f(B_t)] $$

where $\mathbb{E}_x$ is the expectation with respect to the Brownian motion starting at $x$, and $B_t$ is a Brownian motion at time $t$.

  1. Potential Kernel: This is connected to the integral of the Brownian semigroup with respect to time and can be understood as:

$$ K(x, y) = \int_0^\infty p_t(x, y) ,dt $$

where $p_t(x, y)$ is the transition probability of the Brownian motion.

The study of general potential theories on locally compact abelian groups includes the exploration of properties like translation invariance, submarkovian nature, and transience. Convolution semigroups and potential kernels play crucial roles in this context.

The text also highlights that while probabilistic interpretations exist for many of these concepts, the primary focus in this particular study is on analytical methods, including those derived from Fourier analysis.

Infinitesimal Generators of Laplacians, Heat operators, and Bessel functions

Laplacians, heat operators, Bessel functions, and infinitesimal generators are deeply intertwined in mathematical physics, especially in relation to partial differential equations.

1. Laplacian Operator

The Laplacian operator in $n$-dimensional Euclidean space is given by:

$$ \Delta f = \nabla^2 f = \sum_{i=1}^n \frac{{\partial^2 f}}{{\partial x_i^2}} $$

2. Heat Equation

The heat equation describes the distribution of heat in a given region over time. It's a partial differential equation that involves the Laplacian:

$$ \frac{{\partial u}}{{\partial t}} = \alpha \Delta u $$

where $\alpha$ is the thermal diffusivity of the material, and $u$ is the temperature function.

3. Bessel Functions

Bessel functions appear as solutions to Bessel's differential equation, which has the form:

$$ x^2 y'' + x y' + (x^2 - n^2) y = 0 $$

These functions often appear as solutions to problems with cylindrical or spherical symmetry.

4. Infinitesimal Generators

An infinitesimal generator of a semigroup is a differential operator that encodes the local behavior of the semigroup. In the context of the heat equation, the Laplacian is the infinitesimal generator of the heat semigroup:

$$ A f = \Delta f $$

Relation Among These Concepts

The Laplacian is the spatial part of the heat equation and acts as the infinitesimal generator of the heat semigroup. Bessel functions may appear as solutions to problems with cylindrical or spherical symmetry, such as in solving the heat equation in those coordinate systems. If you're considering the heat equation in spherical coordinates, for example, you might end up with a radial equation that is a Bessel's equation.

The relationship between these can be summarized as:

  • The Laplacian forms the spatial part of the heat equation.
  • The Laplacian acts as the infinitesimal generator of the heat semigroup.
  • Bessel functions arise as solutions to certain coordinate systems, potentially including those used to solve the heat equation.

These connections highlight the coherence and interdependence of various mathematical concepts and their relevance in describing physical phenomena.

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