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What is the most painless way to sum over n variables, for example, if the range of summation is $i_1 < i_2 < i_3 < \dots < i_n$, where $n$ is an argument of the function in question?

Is there a package for this and more complex summation ranges?

I am not happy with programming loops all the time for this common summation range and if one has a large summation range, one cannot just use a combinat command to generate all subsets of a certain size, if this takes too much memory.

Example:

$$f(n)=\sum_{0 < i_1 < i_2 < \dots < i_n < 2n+1} \qquad \prod_{1\le r < s \le n} (i_s-i_r) $$

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  • $\begingroup$ So i1, i2 ...in are the ends of the ranges? What about the start of the ranges, always 1? What about variable naming (which variable will get those values)? $\endgroup$ Commented Jan 18, 2012 at 10:30
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    $\begingroup$ Boole[] can sometimes be useful for complicated summations. $\endgroup$ Commented Jan 18, 2012 at 10:36
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    $\begingroup$ -1: This question is not particularly clear and could use some work (although the subject matter is interesting and welcome!). Can you give a more explicit example of the sums that you're interested in (the site supports LaTeX). Also, please codify all code... Once the question is edited, I'll remove my downvote. $\endgroup$
    – Simon
    Commented Jan 18, 2012 at 12:34
  • $\begingroup$ Phira, the example sum you have given, which is the (unique) sum of all integer Vandermonde determinants in a certain range, does it have a closed form? Have you tried to identify the sequence from its first few terms using OEIS (or W|A)? $\endgroup$
    – Simon
    Commented Jan 19, 2012 at 22:42

4 Answers 4

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You can write a few helper functions to help you. The following can probably be streamlined...

vars[s_String, n_Integer?Positive] := Table[Symbol[s <> ToString[i]], {i, 1, n}]
vars[sym_Symbol, num_] := vars[SymbolName[sym], num]

nestedRange[vars_List, min_, max_] /; min <= max := 
 Transpose@{vars, ConstantArray[min, Length[vars]], Append[Rest@vars, max]}

nestedSum[f_, vars:{__Symbol}, min_, max_] /; min <= max := 
 With[{r = Sequence @@ Reverse@nestedRange[vars, min, max]}, Sum[f, r]]
nestedSum[f_, {var:(_String|_Symbol), num_Integer?Positive}, 
 min_, max_] /; min <= max := nestedSum[f, vars[var, num], min, max]

Then, for example

nestedSum[f[a, b, c], {a, b, c}, 0, Infinity] // TraditionalForm

produces screenshot

A larger sum is

In[]:= nestedSum[Total@vars[i, 4], {i, 4}, 1, 20] // Timing
Out[]= {0.016001, 371910}

which can be compared with evaluating the same thing using Boole

In[]:= v = vars[i, 4];
       With[{r = Sequence@@Table[{n, 1, 20}, {n, v}]}, 
            Sum[Boole[LessEqual@@v] Total@v, r]] // Timing
Out[]= {0.056003, 371910}
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  • $\begingroup$ For your example, isn't there already a simple syntax? Sum[f[a, b, c], {c, 0, \[Infinity]}, {b, 0, c}, {a, 0, b}] $\endgroup$
    – Mr.Wizard
    Commented Jan 19, 2012 at 16:45
  • $\begingroup$ @Mr.Wizard: Sure, but now do it for 50 variable sum... $\endgroup$
    – Simon
    Commented Jan 19, 2012 at 22:19
  • $\begingroup$ Okay, I see your point. +1. $\endgroup$
    – Mr.Wizard
    Commented Jan 20, 2012 at 4:03
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Here's another approach. With this solution you would enter the sum in the form sum[f, a0<a1<a2<=...<an], where you can use a mix of < and <= in the specification of the range of summation.

sum[f_, Less[b0_, a__, b1_]] := Sum[f, ##] & @@ 
  Reverse[MapIndexed[{#1[[1]], b0 + #2[[1]], #1[[2]] - 1} &, 
    Partition[{a, b1}, 2, 1]]]

sum[f_, LessEqual[b0_, a__, b1_]] := Sum[f, ##] & @@ 
  Reverse[MapThread[{#1, b0, #2} &, {{a}, Rest[{a, b1}]}]]

sum[f_, (ii : HoldPattern[Inequality[PatternSequence[_, 
   (Less | LessEqual)] .., _]])] := 
  Module[{lst, ops, vars, b0, b1, count},
   lst = List @@ ii;
   ops = lst[[2 ;; -1 ;; 2]] /. {Less -> 1, LessEqual -> 0};
   vars = lst[[;; -1 ;; 2]];
   Sum[f, ##] & @@ 
     Reverse[MapThread[{#1[[1]], lst[[1]] + #2, #1[[2]] - #3} &, 
       {Partition[Rest[vars], 2, 1], Accumulate[Most[ops]], Rest[ops]}
     ]
  ]]

So for example

sum[f[a, b, c], 0 < a <= b < c < d] // TraditionalForm

produces

Mathematica graphics

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  • $\begingroup$ +1 Neater and more flexible than my hack! Dealing with the different inequality forms is annoying (I had similar issues here). It would be better if Mma made Less and LessEqual act as shorthand for the various Inequality[] constructions... $\endgroup$
    – Simon
    Commented Jan 19, 2012 at 22:34
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I will tackle the sum explicitly mentioned in your post.

Suppose you use i[1], i[2] and so on for iteration variables. The product can be formed as follows. -Subsets[Array[i, n], {2}] will form pairs. $i_s-i_r$ for $1\leqslant r<s\leqslant n$.

f[n_Integer?Positive] := Block[{i},
 Sum[Apply[Times, -Subtract @@@ Subsets[Array[i, n], {2}]], ##] & @@ 
  Reverse@Partition[Array[i, n + 1, 1] /. {i[n + 1] -> 2 n + 1}, 2, 1]]

The sequence $f_n$ grows rather fast:

In[79]:= {f[1], f[2], f[3], f[4], f[5], f[6]}

Out[79]= {3, 20, 588, 114048, 194347296, 3634840535040}
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  • $\begingroup$ Does your function generate all the summands in memory or does it generate and sum them sequentially? $\endgroup$
    – Phira
    Commented Jan 18, 2012 at 17:23
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    $\begingroup$ It generates them sequentially. This what Sum does for small enough explicit bounds. You can enforce this to always be the case for explicit integer limits with Method -> "Procedural" as documented on Sum's reference page. $\endgroup$
    – Sasha
    Commented Jan 18, 2012 at 17:26
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Here's how I would do it

i[0]=0;
T[n_]:=Table[{i[k],i[k-1]+1,2n+1},{k,1,n}];
f[n_]:=Sum[Product[i[s]-i[r],{r,1,n},{s,r+1,n}],Evaluate[Sequence@@T[n]]];
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  • $\begingroup$ Yes, the use of Evaluate and Sequence is the key. $\endgroup$
    – apg
    Commented Jan 21, 2020 at 11:09

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