Nonlinear system of algebraic equations

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SUMMARY

The discussion centers on solving a nonlinear system of algebraic equations arising from numerical methods for partial differential equations (PDEs). The user, César, seeks effective numerical methods for this problem. A recommended approach is Newton's Method, which is a well-established technique for solving nonlinear equations. The discussion also highlights the importance of understanding the relationships between grid coordinates in a 2D space.

PREREQUISITES
  • Understanding of nonlinear algebraic equations
  • Familiarity with numerical methods for PDEs
  • Knowledge of Newton's Method for solving equations
  • Basic concepts of 2D grid systems in mathematics
NEXT STEPS
  • Research the implementation of Newton's Method in numerical analysis
  • Explore alternative methods for solving nonlinear systems, such as the Broyden's method
  • Study the discretization techniques for partial differential equations
  • Learn about convergence criteria and stability in numerical methods
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Mathematicians, numerical analysts, and engineers working on computational methods for solving partial differential equations and nonlinear systems.

cesarmv
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Hello,

It's my first topic here. :)
In order to solve a PDE numerically, I have reached in a nonlinear system of algebraic equations. Does anyone here know a good method to solve it numerically?

It seems like this:

xij (t+dt) is proportional to xi,j+1(t), xij2(t), xi,j-12(t), xi-1,j(t), xi+1,j(t), etc..

where i and j are 'coordinates' of a 2D grid.

Thank you so much in advance.



César.
 
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Ok, I'll take a look, thanks!
 

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