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aco_op.txt
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u17co1579@u17co1579:~/Desktop/AntColonyOptimization$ export OMP_NUM_THREADS=10
u17co1579@u17co1579:~/Desktop/AntColonyOptimization$ g++ AntColonyOptimization.cpp -std=c++11 -fopenmp -o aco
u17co1579@u17co1579:~/Desktop/AntColonyOptimization$ ./aco 10
Enter alpha, beta and rho : 1 1 0.5
Enter the number of generations : 10
Enter the number of nodes in graph : 5
Enter the credits of each course : 3 7 4 9 2
Enter the time required to complete a course : 3 8 6 1 8
Enter the difficulty matrix of courses : 1000 2 3 4 5
1 1000 3 4 5
1 2 1000 4 5
1 2 3 1000 5
1 2 3 4 1000
Enter the maximum time limit and minimum credits : 15
15
Pherome matrix :
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
Path matrix :
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.5 5.5 1 10.5 0.5
0.5 0.5 0.5 5.5 0.5
0.5 0.5 0.5 3 0.5
0.5 10.5 0.5 0.5 0.5
0.5 0.5 0.5 0.5 0.5
Path matrix :
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{}, {credits : 0}, { time spent : 0}, { difficulty : 0}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 2, 3, }, {credits : 16}, { time spent : 10}, { difficulty : 7}
gen 1 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.25 10.25 0.5 22.75 0.25
0.25 0.25 0.25 10.25 0.25
0.25 0.25 0.25 1.5 0.25
0.25 22.75 0.25 0.25 0.25
0.25 0.25 0.25 0.25 0.25
Path matrix :
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 2 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.125 22.625 0.25 18.875 0.125
0.125 0.125 0.125 22.625 0.125
0.125 0.125 0.125 0.75 0.125
0.125 18.875 0.125 0.125 0.125
0.125 0.125 0.125 0.125 0.125
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 3 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.0625 28.8125 0.125 16.9375 0.0625
0.0625 0.0625 0.0625 28.8125 0.0625
0.0625 0.0625 0.0625 0.375 0.0625
0.0625 16.9375 0.0625 0.0625 0.0625
0.0625 0.0625 0.0625 0.0625 0.0625
Path matrix :
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 4 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.03125 31.9062 0.0625 15.9688 0.03125
0.03125 0.03125 0.03125 31.9062 0.03125
0.03125 0.03125 0.03125 0.1875 0.03125
0.03125 15.9688 0.03125 0.03125 0.03125
0.03125 0.03125 0.03125 0.03125 0.03125
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 5 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.015625 35.9531 0.03125 12.9844 0.015625
0.015625 0.015625 0.015625 35.9531 0.015625
0.015625 0.015625 0.015625 0.09375 0.015625
0.015625 12.9844 0.015625 0.015625 0.015625
0.015625 0.015625 0.015625 0.015625 0.015625
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 6 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.0078125 35.4766 0.015625 13.9922 0.0078125
0.0078125 0.0078125 0.0078125 35.4766 0.0078125
0.0078125 0.0078125 0.0078125 0.046875 0.0078125
0.0078125 13.9922 0.0078125 0.0078125 0.0078125
0.0078125 0.0078125 0.0078125 0.0078125 0.0078125
Path matrix :
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 7 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.00390625 40.2383 0.0078125 9.49609 0.00390625
0.00390625 0.00390625 0.00390625 40.2383 0.00390625
0.00390625 0.00390625 0.00390625 0.0234375 0.00390625
0.00390625 9.49609 0.00390625 0.00390625 0.00390625
0.00390625 0.00390625 0.00390625 0.00390625 0.00390625
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 8 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.00195312 45.1191 0.00390625 4.74805 0.00195312
0.00195312 0.00195312 0.00195312 45.1191 0.00195312
0.00195312 0.00195312 0.00195312 0.0117188 0.00195312
0.00195312 4.74805 0.00195312 0.00195312 0.00195312
0.00195312 0.00195312 0.00195312 0.00195312 0.00195312
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 9 of ants completed
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
number of ants : 10
Pherome matrix :
0.000976562 45.0596 0.00195312 4.87402 0.000976562
0.000976562 0.000976562 0.000976562 45.0596 0.000976562
0.000976562 0.000976562 0.000976562 0.00585938 0.000976562
0.000976562 4.87402 0.000976562 0.000976562 0.000976562
0.000976562 0.000976562 0.000976562 0.000976562 0.000976562
Path matrix :
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 3, 1, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
{0, 1, 3, }, {credits : 19}, { time spent : 12}, { difficulty : 6}
gen 10 of ants completed