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MAT341 (Computational Math): Visualization of Multivariable Newton's Method
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Visualization of Multivariable Newton's Method converging towards a critical point when applied to the function:
f(x,y) = -sin(x) - cos(y)
for 4 different initial values. Each of these initial values results in the algorithm converging towards a different critical point!
Highlights:
1. Not always obvious which critical point will be found, given an initial point.
2. Multivariable Newton's Method can converge to maxima, minima, or even saddle-points!
*** NOTE: Due to rotating the surf plot (left), the (x,y) point values may look a little funky when compared to the contour plot (right).
f(x,y) = -sin(x) - cos(y)
for 4 different initial values. Each of these initial values results in the algorithm converging towards a different critical point!
Highlights:
1. Not always obvious which critical point will be found, given an initial point.
2. Multivariable Newton's Method can converge to maxima, minima, or even saddle-points!
*** NOTE: Due to rotating the surf plot (left), the (x,y) point values may look a little funky when compared to the contour plot (right).