specific assignments of vector items
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I am looking for suitable algorithm to solve the following problem:
For vector v (Nx1, double, single) I need to find assigments of items of this vector (pairs) that fulfil following conditions:
- Each item is in assigned in only one pair
- sum of item distances over all assigned pairs (violation) is minimal
- as an input of the function is additional parameter vio_max which limits violation of non assignment
[pairs,dist, vio] = findpairs(v,vio_max)
ExampleA:
Input: v = [3.0 2.1 0.9 2.9 1.1 ] , vio_max = 1.0
Output: pairs = [1 4; 3 5], dist = [0.1; 0.2], vio = sum(dist) = 0.3
and item 2.1 remains unassigned (for lenght(v) is odd)
ExampleB:
Input: v = [3.0 2.1 0.9 2.9 1.1 ] , vio_max = 0.15
Output: pairs = [1 4], dist = [0.1], vio = sum(dist) = 0.1
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