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A Newton-Raphson approach is known to have quadratic convergence, and to always converge for a convex objective function.
But current events and tourism don't always converge.
Immigrants always converge initially on a handful of cities. William Frey, an expert on social geography at the Milken Institute, talks of "demographic Balkanisation", with two-thirds of the immigrants who arrived in America in 1985-96 concentrated in ten "gateway" cities from which native whites and blacks move out.
Thus MSHAKE should always converge more rapidly than SHAKE.
In addition, these methods are very robust and always converge in all the examples being tested.
The proposed algorithms are shown to always converge to at least a local optimum.
Lenstra et al. [3] proved that the procedure described can always converge in polynomial time.
He then asked if the proximal point algorithm always converge strongly.
And we understand that learning systems will always converge on ground truth because unbiased algorithms drive them.
Therefore, the final numerical results, which is obtained by using inverse Laplace techniques, always converge to the corresponding analytical solutions.
By suitably controlling penalty parameters, the algorithm was proven to always converge under a proper assumption on local solver reliability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com