There was an Adaytum Software that had as its CTO one Eric Iverson...

Henry Rich

On 2/22/2011 6:16 PM, Ian Clark wrote:
> This problem has an intriguing history, even if we restrict it to the
> task of inverting an Excel formula...
>
> Mathematicians will say (without putting their brains in gear) that an
> expression defines a function, and that there's a vast literature on
> inverses. Ergo, problem solved. (Mostly). Alas no one in Microsoft has
> applied the available theory systematically to inverting formulas.
> Although there is a function in trend analysis called hill-climbing.
>
> A planner in IBM Cosham called George Kunzle invented an Excel-like
> grid which would actually invert any formula you could type into it.
> Some of these formulae actually used IF/THEN/ELSE! Thus, you could
> overtype the "formula cell" with a different value, and the inputs
> would be adjusted to compute this value, instead of losing the
> formula, which is what happens in today's Excel.
>
> Yes, the backfit wasn't always unique. But the package offered a
> single solution, calculated on a "rational basis". In practice this
> solves most requirements you'd care to place on it, which blows some
> mathematicians' eyebrows off, who claim it isn't (generally) possible.
>
> The result was marketed as Adaytum Planning (AP) which swiftly became
> popular in planning circles. The algorithm used to "invert" any
> formula was called "break-back" and was proprietary. You could
> implement a 10% cut across an enterprise by typing a 90% value into
> the bottom right hand corner of an immensely complex balance sheet
> and: hey presto: the cut broken down to fine detail. Since many
> companies wanted to do just that, the recession benefitted Adaytum
> just like a plague benefits an undertaker, and its value soared.
>
> Adaytum was eventually bought by Cognos Corp, with about 700% gain to
> its (private) shareholders. However far more would have been made had
> the company gone public, as it was all set to when the Internet Bubble
> burst in 2000.
>
> Cognos has since been bought by IBM, which has thus re-purchased its
> old (banished) Cinderella.
>
> I worked on the break-back algorithm (which was pretty klunky and
> ad-hoc!), and offered Adaytum an alternative which I considered more
> analytically rational (though not fully worked out theoretically).
> Since this algorithm is my own I haven't seen any reason not to
> popularise it, which I have done in TABULA:
>     http://www.jsoftware.com/jwiki/IanClark/TABULA
>
> (There are still outstanding problems of a theoretical nature, I ought
> to admit, so until I've solved them I'm not pushing it overmuch.)
>
> My method used Newton-Raphson, which is a bit of a cheat. However the
> Kunzle algorithm precisely inverts each operator offered to the user
> to compose a formula, and so corresponds more closely to algorithm
> inversion as you postulate. It can do some pretty smart things,
> including breaking-back multiple simultaneous changes.
>
> Many J primitives have "inverses" and these would seem to me a good
> basis for re-implementing (rediscovering?) Kunzle's invention. I've
> not had time to look closely into that, however.
>
> The story continues...
>
>
>
> On Mon, Feb 21, 2011 at 6:16 AM, Steven Taylor<[email protected]>  wrote:
>> Hi,
>>
>> Just sharing a thought.
>>
>> I was flicking through this old text book "The Science Of Programming" by
>> David Gries (1981), while thinking that it was one of the few I remembered
>> -- it made an impression on me.
>>
>> Here's a quote: "Wouldn't it be nice to be able to run a program backwards
>> or, better yet, to derive from one program P a second program P-1 that
>> computes the inverse of P? That means that running followed by P-1 would be
>> the same as not running any program at all! Also, if we had the result of
>> executing P, but had lost the input, we could execute P-1 to determine that
>> input. "
>>
>> -Steven
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