Here's a nice post by Fredrik Johannson about ball arithmetic in general
and how he implements it in Arb:

http://fredrikj.net/blog/2013/10/tradeoffs-in-ball-arithmetic/

On Tue, Dec 29, 2015 at 11:30 PM, Jeffrey Sarnoff <[email protected]
> wrote:

>
> FloatHigher.jl <https://github.com/J-Sarnoff/FloatHigher.jl>
>
>
> Accurate high precision floating point math computed quickly.
> Fredrik Johannson's Arb, included with Nemo.jl, does the work.
>
> The type[s] that this module exports is user selectable,
> one or more of { Float128, Float256, Float512, Float1024 }.
> Float128 is the type if none is selected overtly (see README).
>
> + Accurate, faster than BigFloat, not BigFloat
> + Basic arithmetic, exp, log, most [arc][hyp]trig
> - Other ops and Float64 functions are not exposed
> - Requires all of Nemo to use a smaller part of it
>
>

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