📄 report
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INITIAL REPORT
=============================================
Number of objective functions : 1
Objective function # 1 : Minimize
CROSSOVER TYPE :
STRATEGY : 1 cross - site with swapping
Population size : 20
Total no. of generations : 100
Cross over probability : 0.5000
Mutation probability : 0.0300
Number of variables
Binary : 0
Integer : 0
Enumerated : 0
Continuous : 2
TOTAL : 2
Epsilon for closeness : 0
Distribution Index (cross) : 30
Distribution Index (mut) : 50
Sigma-share value : 0.1580
Sharing Strategy : sharing on Fitness Space
Weightage for Obj. Fun. # 1 : 1.0000
Lower and Upper bounds :
-2.0000 <= x1 <= 3.0000
0.0000 <= x2 <= 5.0000
=================================================
======================== Generation # : 0 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 5 [ -1.208 ]
[ 2.494 ] -1.208 ( 0 0)
2. 15 [ 1.526 ]
[ 3.470 ] 1.526 ( 0 0)
3. 13 [ 1.407 ]
[ 0.650 ] 1.407 ( 0 0)
4. 6 [ -1.202 ]
[ 1.953 ] -1.202 ( 0 0)
5. 19 [ 2.734 ]
[ 4.925 ] 2.734 ( 0 0)
6. 20 [ 2.890 ]
[ 4.275 ] 2.890 ( 0 0)
7. 17 [ 1.755 ]
[ 0.870 ] 1.755 ( 0 0)
8. 11 [ 0.730 ]
[ 2.478 ] 0.730 ( 0 0)
9. 12 [ 1.206 ]
[ 4.303 ] 1.206 ( 0 0)
10. 10 [ 0.112 ]
[ 3.735 ] 0.112 ( 0 0)
11. 1 [ -1.937 ]
[ 3.479 ] -1.937 ( 0 0)
12. 9 [ -0.518 ]
[ 2.846 ] -0.518 ( 0 0)
13. 8 [ -0.617 ]
[ 1.480 ] -0.617 ( 0 0)
14. 7 [ -0.815 ]
[ 3.695 ] -0.815 ( 0 0)
15. 16 [ 1.598 ]
[ 0.876 ] 1.598 ( 0 0)
16. 14 [ 1.477 ]
[ 0.080 ] 1.477 ( 0 0)
17. 2 [ -1.632 ]
[ 2.805 ] -1.632 ( 0 0)
18. 18 [ 2.476 ]
[ 3.550 ] 2.476 ( 0 0)
19. 4 [ -1.452 ]
[ 4.057 ] -1.452 ( 0 0)
20. 3 [ -1.540 ]
[ 3.522 ] -1.540 ( 0 0)
-----------------------------------------------------------------------------
Average Dummy Fitness = 21.000
Obj. Function # 1: Max. Fitness = 100000000.000 Min. Fitness = -1.937 Avg. Fitness = 0.349
No. of mutations = 0 ; No. of x-overs = 0
=============================================================================
======================== Generation # : 1 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 8 [ -0.813 ]
[ 1.480 ] -0.813 ( 14 13)
2. 9 [ -0.619 ]
[ 3.695 ] -0.619 ( 14 13)
3. 5 [ -1.452 ]
[ 4.057 ] -1.452 ( 19 9)
4. 14 [ 1.206 ]
[ 4.303 ] 1.206 ( 19 9)
5. 17 [ 1.598 ]
[ 0.892 ] 1.598 ( 15 13)
6. 10 [ -0.617 ]
[ 1.464 ] -0.617 ( 15 13)
7. 15 [ 1.407 ]
[ 0.714 ] 1.407 ( 3 11)
8. 1 [ -1.937 ]
[ 3.415 ] -1.937 ( 3 11)
9. 6 [ -1.208 ]
[ 1.953 ] -1.208 ( 1 4)
10. 7 [ -1.202 ]
[ 2.494 ] -1.202 ( 1 4)
11. 3 [ -1.632 ]
[ 2.805 ] -1.632 ( 17 11)
12. 1 [ -1.937 ]
[ 3.479 ] -1.937 ( 17 11)
13. 2 [ -1.885 ]
[ 2.805 ] -1.885 ( 17 8)
14. 13 [ 0.730 ]
[ 2.478 ] 0.730 ( 17 8)
15. 18 [ 1.755 ]
[ 0.870 ] 1.755 ( 7 16)
16. 16 [ 1.477 ]
[ 0.080 ] 1.477 ( 7 16)
17. 4 [ -1.540 ]
[ 3.521 ] -1.540 ( 20 10)
18. 12 [ 0.112 ]
[ 3.736 ] 0.112 ( 20 10)
19. 4 [ -1.540 ]
[ 3.522 ] -1.540 ( 20 12)
20. 11 [ -0.518 ]
[ 2.846 ] -0.518 ( 20 12)
-----------------------------------------------------------------------------
Average Dummy Fitness = 20.800
Obj. Function # 1: Max. Fitness = 100000000.000 Min. Fitness = -1.937 Avg. Fitness = -0.431
No. of mutations = 2 ; No. of x-overs = 5
=============================================================================
======================== Generation # : 2 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 13 [ 1.206 ]
[ 4.303 ] 1.206 ( 4 8)
2. 1 [ -1.937 ]
[ 3.415 ] -1.937 ( 4 8)
3. 1 [ -1.937 ]
[ 3.415 ] -1.937 ( 8 19)
4. 4 [ -1.540 ]
[ 3.522 ] -1.540 ( 8 19)
5. 6 [ -1.208 ]
[ 1.956 ] -1.208 ( 9 13)
6. 2 [ -1.885 ]
[ 2.801 ] -1.885 ( 9 13)
7. 3 [ -1.632 ]
[ 2.805 ] -1.632 ( 11 12)
8. 1 [ -1.937 ]
[ 3.479 ] -1.937 ( 11 12)
9. 8 [ -0.813 ]
[ 1.480 ] -0.813 ( 1 10)
10. 7 [ -1.202 ]
[ 2.494 ] -1.202 ( 1 10)
11. 5 [ -1.452 ]
[ 4.057 ] -1.452 ( 3 11)
12. 3 [ -1.632 ]
[ 2.805 ] -1.632 ( 3 11)
13. 12 [ 0.730 ]
[ 2.518 ] 0.730 ( 14 2)
14. 9 [ -0.619 ]
[ 3.655 ] -0.619 ( 14 2)
15. 2 [ -1.885 ]
[ 2.805 ] -1.885 ( 13 18)
16. 11 [ 0.112 ]
[ 3.736 ] 0.112 ( 13 18)
17. 10 [ -0.617 ]
[ 1.510 ] -0.617 ( 6 12)
18. 1 [ -1.937 ]
[ 3.433 ] -1.937 ( 6 12)
19. 4 [ -1.540 ]
[ 3.522 ] -1.540 ( 19 17)
20. 4 [ -1.540 ]
[ 3.521 ] -1.540 ( 19 17)
-----------------------------------------------------------------------------
Average Dummy Fitness = 16.129
Obj. Function # 1: Max. Fitness = 100000000.000 Min. Fitness = -1.937 Avg. Fitness = -1.163
No. of mutations = 3 ; No. of x-overs = 8
=============================================================================
======================== Generation # : 3 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 5 [ -1.632 ]
[ 2.846 ] -1.632 ( 12 20)
2. 7 [ -1.540 ]
[ 3.479 ] -1.540 ( 12 20)
3. 3 [ -1.883 ]
[ 2.805 ] -1.883 ( 6 7)
4. 4 [ -1.634 ]
[ 2.801 ] -1.634 ( 6 7)
5. 7 [ -1.540 ]
[ 3.522 ] -1.540 ( 4 3)
6. 1 [ -1.937 ]
[ 3.414 ] -1.937 ( 4 3)
7. 1 [ -1.937 ]
[ 3.415 ] -1.937 ( 2 8)
8. 1 [ -1.937 ]
[ 3.479 ] -1.937 ( 2 8)
9. 9 [ -1.202 ]
[ 2.491 ] -1.202 ( 10 15)
10. 2 [ -1.885 ]
[ 2.808 ] -1.885 ( 10 15)
11. 1 [ -1.937 ]
[ 3.415 ] -1.937 ( 2 17)
12. 12 [ -0.617 ]
[ 1.510 ] -0.617 ( 2 17)
13. 11 [ -0.619 ]
[ 3.655 ] -0.619 ( 14 6)
14. 2 [ -1.885 ]
[ 2.801 ] -1.885 ( 14 6)
15. 1 [ -1.937 ]
[ 3.433 ] -1.937 ( 18 18)
16. 1 [ -1.937 ]
[ 3.433 ] -1.937 ( 18 18)
17. 10 [ -1.198 ]
[ 3.522 ] -1.198 ( 5 19)
18. 6 [ -1.551 ]
[ 1.956 ] -1.551 ( 5 19)
19. 1 [ -1.937 ]
[ 3.428 ] -1.937 ( 3 11)
20. 8 [ -1.452 ]
[ 4.044 ] -1.452 ( 3 11)
-----------------------------------------------------------------------------
Average Dummy Fitness = 15.229
Obj. Function # 1: Max. Fitness = 100000000.000 Min. Fitness = -1.937 Avg. Fitness = -1.610
No. of mutations = 5 ; No. of x-overs = 14
=============================================================================
======================== Generation # : 4 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 2 [ -1.937 ]
[ 3.414 ] -1.937 ( 6 14)
2. 4 [ -1.885 ]
[ 2.801 ] -1.885 ( 6 14)
3. 5 [ -1.885 ]
[ 3.415 ] -1.885 ( 10 7)
4. 1 [ -1.937 ]
[ 2.808 ] -1.937 ( 10 7)
5. 6 [ -1.883 ]
[ 2.805 ] -1.883 ( 3 14)
6. 4 [ -1.885 ]
[ 2.802 ] -1.885 ( 3 14)
7. 11 [ -1.202 ]
[ 2.491 ] -1.202 ( 9 4)
8. 7 [ -1.634 ]
[ 2.801 ] -1.634 ( 9 4)
9. 10 [ -1.540 ]
[ 3.522 ] -1.540 ( 5 10)
10. 4 [ -1.885 ]
[ 2.808 ] -1.885 ( 5 10)
11. 2 [ -1.937 ]
[ 3.415 ] -1.937 ( 11 19)
12. 2 [ -1.937 ]
[ 3.428 ] -1.937 ( 11 19)
13. 9 [ -1.576 ]
[ 3.479 ] -1.576 ( 18 8)
14. 3 [ -1.912 ]
[ 1.956 ] -1.912 ( 18 8)
15. 7 [ -1.634 ]
[ 2.809 ] -1.634 ( 4 7)
16. 2 [ -1.937 ]
[ 3.407 ] -1.937 ( 4 7)
17. 10 [ -1.540 ]
[ 3.479 ] -1.540 ( 2 16)
18. 2 [ -1.937 ]
[ 3.433 ] -1.937 ( 2 16)
19. 2 [ -1.937 ]
[ 3.422 ] -1.937 ( 15 1)
20. 8 [ -1.632 ]
[ 2.913 ] -1.632 ( 15 1)
-----------------------------------------------------------------------------
Average Dummy Fitness = 16.075
Obj. Function # 1: Max. Fitness = 100000000.000 Min. Fitness = -1.937 Avg. Fitness = -1.783
No. of mutations = 5 ; No. of x-overs = 19
=============================================================================
======================== Generation # : 5 =================================
No. Rank x Obj. Fun. Values (f1,f2, etc. Parents
-----------------------------------------------------------------------------
1. 3 [ -1.937 ]
[ 3.424 ] -1.937 ( 19 6)
2. 8 [ -1.885 ]
[ 2.799 ] -1.885 ( 19 6)
3. 5 [ -1.922 ]
[ 2.808 ] -1.922 ( 4 18)
4. 3 [ -1.937 ]
[ 3.433 ] -1.937 ( 4 18)
5. 9 [ -1.884 ]
[ 3.414 ] -1.884 ( 10 1)
6. 1 [ -1.938 ]
[ 2.808 ] -1.938 ( 10 1)
7. 3 [ -1.937 ]
[ 3.428 ] -1.937 ( 12 15)
8. 12 [ -1.634 ]
[ 2.809 ] -1.634 ( 12 15)
9. 13 [ -1.576 ]
[ 3.479 ] -1.576 ( 13 4)
10. 2 [ -1.937 ]
[ 2.808 ] -1.937 ( 13 4)
11. 3 [ -1.937 ]
[ 3.415 ] -1.937 ( 11 3)
12. 11 [ -1.838 ]
[ 3.415 ] -1.838 ( 11 3)
13. 3 [ -1.937 ]
[ 3.421 ] -1.937 ( 1 5)
14. 10 [ -1.883 ]
[ 2.798 ] -1.883 ( 1 5)
15. 3 [ -1.937 ]
[ 3.428 ] -1.937 ( 16 12)
16. 3 [ -1.937 ]
[ 3.407 ] -1.937 ( 16 12)
17. 4 [ -1.937 ]
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