Multivariable Derivatives/Elliptic PDE

In summary: These methods may be simpler than considering the Taylor expansion, but they may not be applicable in all cases.In summary, an operator is elliptic if its first-order Taylor expansion with respect to u and its derivatives is a linear elliptic operator. This can be verified by checking the coefficients in the Taylor expansion or by using certain criteria for ellipticity.
  • #1
Axiomer
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From http://en.wikipedia.org/wiki/Elliptic_operator:
"A nonlinear operator [tex]L(u) = F(x, u, (\partial^\alpha u)_{|\alpha| \le 2k})[/tex] is elliptic if its first-order Taylor expansion with respect to u and its derivatives about any point is a linear elliptic operator."

I'm a bit confused by what we mean by taylor expansion w.r.t. u and derivatives... So say we have an (made up) example where ##u:\mathbb{R}^3→\mathbb{R}##, and we have a second order operator given by ##L(u) = F(x, y, z, u, (\partial^\alpha u)_{|\alpha| \le 2}) = z^2uΔu##, what are the derivatives and taylor expansion of interest?

Are there simpler ways of classifying quasilinear/non-linear PDEs as being elliptic?
 
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  • #2
The Taylor expansion of interest is the expansion of the function F(x, y, z, u, (\partial^\alpha u)_{|\alpha| \le 2}) around a given point. This expansion is a sum of terms involving powers of u and its derivatives up to second order. The coefficients of these terms must be such that the resulting operator is an elliptic operator.For example, if we consider the given function F, its Taylor expansion can be written as F(x, y, z, u, (\partial^\alpha u)_{|\alpha| \le 2}) = c_0 + c_1u + c_2(\partial^2u) + c_3u^2 + c_4(\partial^2u)^2 + ...where the coefficients c_i must be chosen so that the resulting operator is elliptic.Another way of classifying quasilinear/non-linear PDEs as elliptic is to check whether the equation satisfies certain criteria for ellipticity. These criteria include the Gâteaux conditions, the Legendre conditions, and the Hörmander conditions.
 

1. What are multivariable derivatives?

Multivariable derivatives are derivatives of functions with more than one independent variable. They are used to measure the rate of change of a function with respect to each of its independent variables.

2. How are multivariable derivatives calculated?

Multivariable derivatives are calculated using partial derivatives, which are calculated by holding all but one independent variable constant and differentiating with respect to that variable. The partial derivatives are then combined to form the multivariable derivative.

3. What is an elliptic partial differential equation (PDE)?

An elliptic PDE is a type of differential equation that involves multiple independent variables and their partial derivatives. It is characterized by its solution being smooth and continuous, and it is often used to model physical systems with steady-state behavior.

4. How are elliptic PDEs solved?

Elliptic PDEs are typically solved using numerical methods, such as finite difference or finite element methods. These methods involve discretizing the equation into a finite number of points and solving for the values at each point.

5. What are some real-world applications of multivariable derivatives and elliptic PDEs?

Multivariable derivatives and elliptic PDEs have many applications in fields such as physics, engineering, and economics. Some examples include modeling heat transfer in materials, predicting fluid flow in pipes, and analyzing the behavior of financial markets.

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