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Time/Memory Linear greedy set cover

This version of the greedy set cover is a well optimized linear version.

input format

The input format is

10 5
5 7 8 9 10
5 7
1 3 6 10
4 6 7 9 10
1 2 8 10

10 = elements 5 = sets Every line represents one set by the ids

How to use

git clone https://github.com/martin-steinegger/setcover
cd setcover
make
./setcover testdatafile

The program can be called like ./setcover filename

Example output

$ ./setcover testdatafile 
start readin --- Done
init setcover --- Done
execute setcover --- Done
validate result  VALID  --- Done
write result setcover
set id 4 Element: 4, 6, 7, 9, 10,
set id 5 Element: 1, 2, 8,
set id 1 Element: 5,
set id 3 Element: 3,

Performance

The calculation for 40.000.000 sets with avg. 10 elements per set takes around 4 Minutes on a m2.2xlarge instance.

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linear (time,space) greedy set cover implementation

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