If you haven't already seen it the following essay on the Jwiki may be of
interest:

https://code.jsoftware.com/wiki/Essays/Extended_Precision_Functions

On Tue, Mar 26, 2019 at 8:08 PM Ian Clark <earthspo...@gmail.com> wrote:

> I'm doing trigonometry with very small angles and I want to keep all my
> calculations in rational precision. Is there a J-supported way of
> converting from floating-point precision to rational, or reasonably speedy
> verbs to do the job routinely?
>
> My problem is this. Let PIa be π expressed as a rational number to 50
> places of decimals (…or more!!)
>
>    PIa
>
> 31415926535897932384626433832795028841971693993751r10000000000000000000000000000000000000000000000000
>    datatype PIa
> rational
>    datatype y=: 1.23
> floating
>    datatype PIa + y   NB. loses precision...
> floating
>    datatype sin PIa   NB. likewise loses precision...
> floating
>
> In other words, adding in (or otherwise combining) a number (y) which is
> defined *exactly* as a decimal numeral (the sort of thing the SI system of
> units does often) results in an avoidable loss of precision.
>
> (In case anyone's thinking at this point: aren't 64 bits good enough for
> this guy? -- no, they aren't.)
>
> At present I'm using a mickey-mouse scheme of converting the decimal
> numeral (":1.23) to a rational value by omitting the decimal point to get
> '123', then reintroducing it as a denominator: '123r100' -- which I then
> evaluate using (".) to give, in effect:
>    datatype ya=: 123r100
> rational
>    datatype PIa + ya   NB. --now it behaves itself...
> rational
>
> And of course I'm going to have to write my own sin and cosine verbs.
>
> The general purpose engine I'm writing not only needs a way of converting
> an inputted numeral '1.23' to a rational number (a trivial task by the
> above method) but also to check my results accumulator at every step to
> stop it lapsing into floating-point precision, and maybe to convert it back
> into rational precision.
>
> This last task is inefficient, the way I'm doing it. Does J have a built-in
> way, or a standard way, that's faster than how I'm doing it?
>
> Ian Clark
> ----------------------------------------------------------------------
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