On Convergence Rates of Root-Seeking Methods
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03-08-2018, 01:04 AM
Post: #22
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RE: On Convergence Rates of Root-Seeking Methods
There's a paper that I don't remember somewhere (Before Bailey Borwein and Plouffe) which discussed the time to compute Pi by various methods. The linear, quadratic, cubic, and quartic methods took about the same time overall. What happens is that the multi-precision computations dominate the convergence rate.
A very loose estimate can be obtained by assuming arithmetic of N digits takes time proportional to N^2) For quadratic convergence up to about 100 digits, digit lengths of (1,2,4,8,16,32,64,100) can be used and for cubic, ( 1,3,27,81,100) The sums of squares are: 15461 and 17381 respectively. Although the quadratic case uses 8 iterations and the cubic 5, the number of elementary operations is nearly the same. |
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