pi*(0:0.01:1) or similar should work.

On Wednesday, April 23, 2014 7:12:58 PM UTC-4, Peter Simon wrote:
>
> Thanks for the explanation--it makes sense now.  This question arose for 
> me because of the example presented in 
> https://groups.google.com/d/msg/julia-users/CNYaDUYog8w/QH9L_Q9Su9YJ :
>
> x = [0:0.01:pi]
>
> used as the set of x-coordinates for sampling a function to be integrated 
> (ideally over the interval (0,pi)).  But the range defined in x has a last 
> entry of 3.14, which will contribute to the inaccuracy of the integral 
> being sought in that example.  As an exercise, I was trying to implement 
> the interpolation solution described later in that thread by Cameron 
> McBride:  "BTW, another possibility is to use a spline interpolation on the 
> original data and integrate the spline evaluation  with quadgk()".  It 
> seems that one cannot use e.g. linspace(0,pi,200) for the x values, because 
> CoordInterpGrid will not accept an array as its first argument, so you have 
> to use a range object.  But the range object has a built-in error for the 
> last point because of the present issue.  Any suggestions?
>
> Thanks,
>
> --Peter
>
> On Wednesday, April 23, 2014 3:24:10 PM UTC-7, Stefan Karpinski wrote:
>>
>> The issue is that float(pi) < 100*(pi/100). The fact that pi is not 
>> rational – or rather, that float64(pi) cannot be expressed as the division 
>> of two 24-bit integers as a 64-bit float – prevents rational lifting of the 
>> range from kicking in. I worried about this kind of issue when I was 
>> working on FloatRanges, but I'm not sure what you can really do, aside from 
>> hacks where you just decide that things are "close enough" based on some ad 
>> hoc notion of close enough (Matlab uses 3 ulps). For example, you can't 
>> notice that pi/(pi/100) is an integer – because it isn't:
>>
>> julia> pi/(pi/100)
>> 99.99999999999999
>>
>>
>> One approach is to try to find a real value x such that float64(x/100) == 
>> float64(pi)/100 and float64(x) == float64(pi). If any such value exists, it 
>> makes sense to do a lifted FloatRange instead of the default naive stepping 
>> seen here. In this case there obviously exists such a real number – π 
>> itself is one such value. However, that doesn't quite solve the problem 
>> since many such values exist and they don't necessarily all produce the 
>> same range values – which one should be used? In this case, π is a good 
>> guess, but only because we know that's a special and important number. 
>> Adding in ad hoc special values isn't really satisfying or acceptable. It 
>> would be nice to give the right behavior in cases where there is only one 
>> possible range that could have been intended (despite there being many 
>> values of x), but I haven't figured out how determine if that is the case 
>> or not. The current code handles the relatively straightforward case where 
>> the start, step and stop values are all rational.
>>
>>
>> On Wed, Apr 23, 2014 at 5:59 PM, Peter Simon <[email protected]> wrote:
>>
>>> The first three results below are what I expected.  The fourth result 
>>> surprised me:
>>>
>>> julia> (0:pi:pi)[end]     
>>> 3.141592653589793         
>>>                           
>>> julia> (0:pi/2:pi)[end]   
>>> 3.141592653589793         
>>>                           
>>> julia> (0:pi/3:pi)[end]   
>>> 3.141592653589793         
>>>                           
>>> julia> (0:pi/100:pi)[end] 
>>> 3.1101767270538954     
>>>
>>> Is this behavior correct? 
>>>
>>> Version info:
>>> julia> versioninfo()                                         
>>> Julia Version 0.3.0-prerelease+2703                          
>>> Commit 942ae42* (2014-04-22 18:57 UTC)                       
>>> Platform Info:                                               
>>>   System: Windows (x86_64-w64-mingw32)                       
>>>   CPU: Intel(R) Core(TM) i7 CPU         860  @ 2.80GHz       
>>>   WORD_SIZE: 64                                              
>>>   BLAS: libopenblas (USE64BITINT DYNAMIC_ARCH NO_AFFINITY)   
>>>   LAPACK: libopenblas                                        
>>>   LIBM: libopenlibm                                          
>>>
>>>
>>> --Peter
>>>
>>>
>>

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