Inverse function of a function of two variables

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SUMMARY

The discussion focuses on finding the inverse of a parametric function of two variables, specifically in the context of coordinate transformations. The function is defined as f(u,v) = (x(u,v), y(u,v), 0), and the challenge lies in deriving its inverse. The conversation highlights the difficulty in locating resources for inverse functions in multiple dimensions, contrasting with the abundance of information available for single-variable functions. Examples provided include polar coordinates, where the relationships r^2 = x^2 + y^2 and t = arctan(y/x) are utilized to illustrate the concept.

PREREQUISITES
  • Understanding of parametric functions and coordinate transformations
  • Knowledge of inverse functions in mathematics
  • Familiarity with polar coordinates and their applications
  • Basic concepts of contravariant and covariant vectors
NEXT STEPS
  • Study the derivation of inverse functions for multivariable functions
  • Explore the application of Jacobians in coordinate transformations
  • Learn about contravariant and covariant vector transformations
  • Investigate the use of polar coordinates in higher-dimensional spaces
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Mathematicians, physicists, and students studying multivariable calculus or differential geometry, particularly those interested in coordinate transformations and vector analysis.

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If I have z=f(x,y), then how would I go about finding the inverse function?

More specifically, say I have a parametric function of the form

f(u,v) = (x(u,v), y(u,v),0)

which is a coordinate transformation. How do I find the inverse of this function?

All references I can find on inverse functions deal with single variable functions.

Say I choose various 2-variable functions as coordinate charts that I can map to a 2-dimensional manifold. I can pick various functions easily enough, but I'm having trouble figuring out how to get their inverses.

I'm trying to understand this whole idea of contraviant and covariant vectors and raising and lowering indicies and I want to play with some examples, but I'm running into the problem above.
 
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for invertible functions from 2 dimensions to 2 dimensions, try polar coordinatyes, x = rcos(t), y = rsin(t).

then r^2 = x^2 + y^2, and t = arctan(y/x).

on appropriate domains.
 

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