Newton's Method of Solving Non-linear Systems Questions

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SUMMARY

This discussion focuses on Newton's Method for solving systems of non-linear equations, specifically addressing the intersection points of two functions, U(x,y) and V(x,y), with the xy-plane. The key takeaway is that all solutions of the system U(x,y) and V(x,y) are zeros of the function T(x,y) = (U^2(x,y) + V^2(x,y)) ^ 1/2. This relationship holds true under the condition that both U and V are real, ensuring that T=0 if and only if both U and V equal zero.

PREREQUISITES
  • Understanding of Newton's Method for single-variable functions
  • Familiarity with non-linear equations
  • Knowledge of function intersection concepts
  • Basic grasp of mathematical proofs and geometrical interpretations
NEXT STEPS
  • Study the derivation and applications of T(x,y) = (U^2(x,y) + V^2(x,y)) ^ 1/2 in non-linear systems
  • Explore advanced topics in Newton's Method for multi-variable functions
  • Investigate geometrical aspects of Newton's Method as discussed in Walter Jennings' paper
  • Learn about convergence criteria for Newton's Method in non-linear systems
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Mathematicians, engineers, and students studying numerical methods, particularly those interested in solving non-linear systems and applying Newton's Method effectively.

EWW
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Question on Newton’s Method of solving systems of non-linear equations. I understand the concept for a single non-linear y=f(x) solved for zero, but am confused about systems of non-linears. If I take two functions U(x,y) and V(x,y), am I solving for the points where they intersect with each other AND the xy plane ? Also, in a paper I’ve been studying (Geometrical Aspects of Newton’s Method by Walter Jennings, Mathematics Magazine, Vol. 42, No. 5, Nov., 1969, pp.262-266) there is the following statement- All solutions of the system U(x,y) and V(x,y) are zeros of the function T(x,y) = (U^2(x,y) + V^2(x,y)) ^ 1/2. Where did this equation come from ? Thanks . . . EWW
 
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All solutions of the system U(x,y) and V(x,y) are zeros of the function T(x,y) = (U^2(x,y) + V^2(x,y)) ^ 1/2. Where did this equation come from ? Thanks . . . EWW

As long as U and V are real, T=0 if and only if both U and V are 0, since U^2 and V^2 can never be negative.
 

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