Information Technology Reference
In-Depth Information
a+a-/-aaaaaaaaa---a+a+aaaaaaaa/*+/-*+aaaaaaaa-[ 3] = 816.5905
++/a-+*aaaaaaaa-////+*aaaaaaaa/a/-//*aaaaaaaa-[ 4] = 819.1696
+aaa/+*aaaaaaaa-/-/a+/aaaaaaaa-/+-a-/aaaaaaaa-[ 5] = 817.4047
/+-***-aaaaaaaa-//-/+*aaaaaaaa-//*a//aaaaaaaa-[ 6] = 805.3593
aa/a/+*aaaaaaaa/a/a/+*aaaaaaaa-a/*a/-aaaaaaaa-[ 7] = 791.2383
/*+/-*+aaaaaaaa+aaa/**aaaaaaaa-//a*++aaaaaaaa-[ 8] = 789.0481
/aaa+-*aaaaaaaa-a/-/+*aaaaaaaa*a-/--aaaaaaaaa-[ 9] = 697.6004
/+-***-aaaaaaaa-a/a/+*aaaaaaaa+***+**aaaaaaaa-[10] = 343.4301
aa/a/+*aaaaaaaa/a/a/+*aaaaaaaa-//*a/aaaaaaaaa-[11] = 799.0481
a+a-/-aaaaaaaaa---a+a+aaaaaaaa+/+*a//aaaaaaaa-[12] = 817.6932
/*++-*+aaaaaaaa/+***a/aaaaaaaa///*a/*aaaaaaaa-[13] = 370.8166
/*+*-*+aaaaaaaa++/a-+*aaaaaaaa-/+aa//aaaaaaaa-[14] = 798.3864
/*+/-*+aaaaaaaa/+-*-a*aaaaaaaa///-*/*aaaaaaaa-[15] = 812.4845
a+a-/-aaaaaaaaa---a+a+aaaaaaaa//-*a//aaaaaaaa-[16] = 0
a*/a/+*aaaaaaaa+a/a/+*aaaaaaaa-//*a//aaaaaaaa-[17] = 989.9987
-//*a//aaaaaaaa/a//a/+aaaaaaaa/a/a/+*aaaaaaaa-[18] = 327.7421
/*+/-/+aaaaaaaa+a/a/+*aaaaaaaa-//+a//aaaaaaaa-[19] = 889.116
Finally, by generation 10 an individual with maximum fitness, matching
exactly the target function (3.19), was created:
Generation
N: 10
012345678901234012345678901234012345678901234
a*/a/+*aaaaaaaa+a/a/+*aaaaaaaa-//*a//aaaaaaaa-[ 0] = 989.9987
+/+a-//aaaaaaaa/*+*-*+aaaaaaaa++/a-+*aaaaaaaa-[ 1] = 0
/*+/-*+aaaaaaaa+a///+*aaaaaaaa/a/-//*aaaaaaaa-[ 2] = 800.3348
/*+/-*aaaaaaaaa+-aa/**aaaaaaaa-//-a++aaaaaaaa-[ 3] = 785.1168
/+aa/a/aaaaaaaa+a/a/+*aaaaaaaa///-*/*aaaaaaaa-[ 4] = 886.7593
/+-*-**aaaaaaaa-/+-/+*aaaaaaaa-//*a//aaaaaaaa-[ 5] = 0
-//*a++aaaaaaaa/*+/-*+aaaaaaaa*+aaa/*aaaaaaaa-[ 6] = 474.2741
a+a-/-aaaaaaaaa---a+a+aaaaaaaa-//*a/aaaaaaaaa-[ 7] = 796.9538
aa/a/+*aaaaaaaa/a/a/**aaaaaaaa--/*a/-aaaaaaaa-[ 8] = 0
a+a/+/+aaaaaaaa+a-a/+*aaaaaaaa//+/-*+aaaaaaaa-[ 9] = 0
a*/a/+*aaaaaaaa+a/a/+*aaaaaaaa-//*a//aaaaaaaa-[10] = 989.9987
-*/a/+*aaaaaaaa+a/a/+*aaaaaaaa-///-*+aaaaaaaa-[11] = 0
a*/a/+*aaaaaaaa+a/a/+*aaaaaaaa///*a//aaaaaaaa-[12] = 1000
a+a-/*aaaaaaaaa-+-a+a+aaaaaaaa/*+*a//aaaaaaaa-[13] = 381.2412
aa/a/+*aaaaaaaa+a/a/+*aaaaaaaa-//*a+/aaaaaaaa-[14] = 891.116
a+a-/-aaaaaaaaa---*+a+aaaaaaaa+/+*a//aaaaaaaa-[15] = 738.8981
aa/a/+*aaaaaaaa/aaa/**aaaaaaaa-//*a++aaaaaaaa-[16] = 804.8516
++/a-+*aaaaaaaa-//a/+*aaaaaaaa-/+*a//aaaaaaaa-[17] = 769.7097
/*+/-*+aaaaaaaa/+-*-a*aaaaaaaa-//*a//aaaaaaaa-[18] = 798.2679
/*+-/-aaaaaaaaa---a+a+aaaaaaaa-//+a-/aaaaaaaa-[19] = 829.525
Note that the best individual of this generation (chromosome 12) is a de-
scendant, via mutation, of the best individual of the previous generation:
their chromosomes differ in just one position (the “-” at position 0 in gene 3
was replaced by “/”). And as you can see by its expression in Figure 3.34,
