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troubleshooting Question

Set theory algorithm question

Avatar of tjgquicken
tjgquicken asked on
Algorithms
5 Comments1 Solution629 ViewsLast Modified:
I'm trying to find a relatively efficient algorithm to solve the following problem:
I have a finite set S = {s_1, s_2, s_3,...}, where each s_i is itself a non-empty finite set. I need to find a subset of S -- call it T -- where the number of elements in the union over all elements in T is equal to the number of elements in T itself.

For example, if I have the set S = {{1,2,8}, {3,5}, {1,3,8}, {2,5,7}, {1,2,5,8}, {3,8}, {2,7}, {7}}, then the algorithm should return the set T = {{3,5}, {2,5,7}, {2,7}, {7}} because T has 4 elements and union({3,5}, {2,5,7}, {2,7}, {7}) also has 4 elements.

The only way I can think of solving this problem is examining each element of the power set of S to see if it matches the criteria, but that algorithm runs in exponential time. Can anybody think of a more efficient way to solve this problem, or point me in the right direction? Thanks.
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