Information Technology Reference
In-Depth Information
1000
900
800
700
600
Best Ind
Avg fitness
500
400
300
200
100
0
0
5
10
15
20
25
30
35
40
45
50
Generations
Figure 3.30.
Progression of average fitness of the population and the fitness of
the best individual for a successful run of the experiment summarized in Table 3.3.
--a+a/*aaaaaaaa+a-/aa/aaaaaaaa***-+a+aaaaaaaa-[ 2] = 697.6004
++//a*aaaaaaaaa/aa/+*+aaaaaaaa-++*/+-aaaaaaaa-[ 3] = 711.1687
/*+-*a/aaaaaaaa*+a/-*aaaaaaaaa*////-aaaaaaaaa-[ 4] = 730.5334
-a/a/+*aaaaaaaa*+-*a*-aaaaaaaa/*/**aaaaaaaaaa-[ 5] = 256.4514
/*+*/++aaaaaaaa-/*-a-*aaaaaaaa*++--/*aaaaaaaa-[ 6] = 821.6851
**+//++aaaaaaaa*aa+++/aaaaaaaa+++a/aaaaaaaaaa-[ 7] = 816.0122
/*-/+++aaaaaaaa//-+aa/aaaaaaaa+a+--a-aaaaaaaa-[ 8] = 0
-+/a-/*aaaaaaaa-a-a+a/aaaaaaaa-/+*a//aaaaaaaa-[ 9] = 729.2897
--//+/*aaaaaaaa-***/a+aaaaaaaa+-*/*+/aaaaaaaa-[10] = 376.2071
**+/+*aaaaaaaaa/+*-/-*aaaaaaaa*a**a+aaaaaaaaa-[11] = 0
-aa-+/+aaaaaaaa+a/*-a*aaaaaaaa-a*//++aaaaaaaa-[12] = 0
-a+a+//aaaaaaaa*-aa/+/aaaaaaaa--/*a+-aaaaaaaa-[13] = 0
+/*a+/-aaaaaaaa-/*--/-aaaaaaaa**a/**aaaaaaaaa-[14] = 0
-a+*a**aaaaaaaa+-***a*aaaaaaaa-/+-+a/aaaaaaaa-[15] = 294.7556
/+-***-aaaaaaaa+a/a/+*aaaaaaaa*-*-a*-aaaaaaaa-[16] = 886.7593
/a++/--aaaaaaaa*-a/a-/aaaaaaaa*/+*+*/aaaaaaaa-[17] = 392.185
+a-+/+/aaaaaaaa*--a**/aaaaaaaa/---+/-aaaaaaaa-[18] = 311.389
/*/aa*-aaaaaaaa/-+--+*aaaaaaaa*/-+*a/aaaaaaaa-[19] = 0
Note that six out of 20 individuals are unviable and thus have fitness 0,
meaning that either they could not solve a sole fitness case within the chosen
