What Linear Transformations Satisfy the 2D Heat Equation?

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SUMMARY

The discussion focuses on identifying linear transformations of the form (x,y) = a(x',y') that satisfy the 2D heat equation, specifically the relationship between the unprimed and primed Laplacians. The key equation presented is ∂u/∂t = (k/σ)Δu, which is equivalent to ∂v/∂t = Δ'v, where u and v are functions of spatial and temporal variables. Participants emphasize the need to express the Laplacian in terms of the new coordinates and apply the chain rule to derive the necessary transformations. The discussion highlights the importance of understanding linear transformations within the context of both linear algebra and differential equations.

PREREQUISITES
  • Understanding of the 2D heat equation and its properties
  • Familiarity with Laplacian operators in multiple dimensions
  • Knowledge of linear transformations in linear algebra
  • Basic proficiency in applying the chain rule in calculus
NEXT STEPS
  • Study the derivation of the Laplacian in different coordinate systems
  • Learn about the application of the chain rule in multivariable calculus
  • Explore linear transformations and their implications in differential equations
  • Investigate the role of coefficients in the heat equation and their transformations
USEFUL FOR

Mathematics students, particularly those in advanced calculus or differential equations courses, as well as educators seeking to clarify concepts related to linear transformations and the heat equation.

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Homework Statement



For the heat equation in two space variables find all the linear transformations of the form (x,y) = a(x',y') for real number a such that

[itex]\frac{\partial u}{\partial t} = \frac{k}{\sigma}\Delta u \Leftrightarrow \frac{\partial v}{\partial t} = \Delta'v[/itex]

where u(x,y,t) = v(x',y',t) and Δ' is the Laplacian with respect to the primed coordinates.

Homework Equations



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The Attempt at a Solution



I hate to say it so early in the semester, but I have not a clue where to start. This is a fourth year course with second year prerequisites, and I've satisfied all the prerequisites, but why do I find that I don't even know where to begin? I guess what has me stumped is the fact that the question is very open ended. Also, I'm not sure where the sigma constant has come from.

So after staring at it for a while, I figure I should write out the Laplacian for a function in 2 space, and then start manipulating it? Since t is not a spatial variable, how do I account for that? But the Tex stuff written about is just information that we know to be true, how do I use it to find linear transformations? I'm only familiar with linear transformations within the topics of linear algebra and I don't think my mathematical maturity allows me to extend what I learned in that course to other courses. In other words, I may have taken courses that have covered these topics before, but I can't really put it all together. Any help on where to start would be appreciated. I have two more heat equation questions to do so I'm a bit worried. Thanks very much.
 
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What the problem tells you is that a coefficient at the Laplacian can be reduced to unity by a linear transformation of the spatial variables. You need to find this transformation.

Start by writing down the general form of the linear transformation (it should have four arbitrary constants). Then apply the chain rule to the unprimed Laplacian and compare that with the primed Laplacian.
 

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