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In , on 02/16/2003   
   at 07:52 PM, "Steven Levine"  said:  
>In <0HAF0094ZJU7FW@mta6.snfc21.pbi.net>, on 02/16/03   
>   at 05:50 PM, "Lynn H. Maxson"  said:  
>>The purpose of test data lies in testing all possible paths in a  program  
>>with data that insures it does what it is supposed to  do and other data  
>>to insure that it does not what it is not  supposed to do.  Probably as  
 
>The test data is only as good as the understanding of the process to be  
>tested.  
 
Much of this interesting exchange is beyond what I know but I can relate  
to this point.  One role I've been in is algorithm development which I  
regard as mostly distinct from programming.  The general problem is  
reducing a long time series of n-point fluorescence spectra to a DNA  
sequence or genotype--another chemical data problem.  The possible  
variations in the raw output are so great that a regression set comprising  
several hundred cases isn't complete--new types of failures keep showing  
up.  All the algorithm development is done in an interpreted environment,  
matlab (sometimes octave, with some prototyping in the past in APL).  The  
development process has evolved so that the entire data processing task is   
implemented in matlab with the released code a near literal translation of  
the matlab into C++.  The programmers writing the actual code don't always  
understand the algorithms, but test against matlab results.  Even DSP code  
is developed this way.  When processing failures show up in released code,  
the matlab code is fixed first, then the tested fixes applied to the C++.   
This double implementation may seem inefficient, maybe it is?  It has the  
merit, however, (some think weakness) that the algorithm developer needn't  
be a skilled programmer and the programmer needn't know all the  
mathematics.   On the other hand someone with both capabilities will  
probably be more productive.  This issue is relevant only for apps  
implementing math not in the typical programmer's repertoire.  
 
 
>Steven  
 
Don't know when I'll get to it, but still intend to attempt building the  
latest octave sources (GNU GPL) for OS/2, a bigger app than HPcalc, but no  
PM GUI as it runs from a command line window.  
 
Ben A  
 
--   
-----------------------------------------------------------  
Benedict G. Archer  
-----------------------------------------------------------  
 
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