Information Technology Reference
In-Depth Information
1000
Best Ind
Avg fitness
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Generations
Figure 4.6.
Progression of average fitness of the population and the fitness of the
best individual for run 0 of the experiment summarized in Table 4.1.
The evolutionary dynamics of this successful run (run 0) is shown in Fig-
ure 4.6. And as you can see, a perfect solution was found in generation 19.
The chromosomes and fitnesses of all the individuals of the initial popula-
tion of this run are shown below (the best individual of this generation is
shown in bold):
Generation N: 0
0123456789012012345678901201234567890120123456789012
**//++aaaaaaa/a//**aaaaaaa++/-**aaaaaaa+/+-aaaaaaaaa-[ 0] = 479.9631
*/-//+aaaaaaa/*+a/aaaaaaaa--aa//aaaaaaa-+/++*aaaaaaa-[ 1] = 354.6601
-+a/a/aaaaaaa/-/+-*aaaaaaa*-*/+/aaaaaaa*/a-/aaaaaaaa-[ 2] = 373.0389
---//+aaaaaaa*+/a--aaaaaaa++aa+aaaaaaaa**+++-aaaaaaa-[ 3] = 193.9366
/--aa/aaaaaaa+-a+--aaaaaaa//+a/-aaaaaaa-/+a*+aaaaaaa-[ 4] = 287.6966
-*/a/+aaaaaaa*+/+-/aaaaaaa/-*++*aaaaaaa+++-a/aaaaaaa-[ 5] = 355.6841
*aaaa*aaaaaaa*a-/-*aaaaaaa/--*+/aaaaaaa++*-*aaaaaaaa-[ 6] = 408.3963
--/++aaaaaaaa*a//++aaaaaaa///a-aaaaaaaa*+a++*aaaaaaa-[ 7] = 0
---**aaaaaaaa*-++++aaaaaaa*/aa+aaaaaaaa--aa/aaaaaaaa-[ 8] = 319.8496
/-/+--aaaaaaa+---/*aaaaaaa*--*-+aaaaaaa/*aa+*aaaaaaa-[ 9] = 0
-**/-+aaaaaaa*+aa-/aaaaaaa-/-a*+aaaaaaa*+-+++aaaaaaa-[10] = 324.3444
+a/-/-aaaaaaa-+*/+-aaaaaaa/-/a/-aaaaaaa+-++-aaaaaaaa-[11] = 0
+a+*--aaaaaaa-+-*+-aaaaaaa+a///-aaaaaaa+//a+-aaaaaaa-[12] = 412.0092
/a/-/-aaaaaaa*+/*-*aaaaaaa**a/*+aaaaaaa*--+aaaaaaaaa-[13] = 215.5287
***/*/aaaaaaa-*//-aaaaaaaa//-a-aaaaaaaa/*/-+-aaaaaaa-[14] = 0
