| ---------------------------------------------------- |
|
|
|
|
|
|
|
parameter |
|
|
|
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
| pop size
= 100 |
|
|
|
|
|
|
|
|
|
| island pop
size
= 25 |
|
|
|
|
|
|
|
|
|
| island
= 4 |
|
|
|
DGA |
|
|
|
|
|
| nvar
= 3 |
|
|
|
pc claster 0 interbal = 5 |
|
|
|
| gene
length
= 30 |
|
|
|
pc claster 1 interbal = 5 |
|
|
|
| max
generation
= 625,1000 |
|
|
pc claster 2 interbal = 5 |
|
|
|
| crossover
rate
= 1.000000 |
|
|
pc claster 3 interbal = 5 |
|
|
|
| mutation
rate
= 0.050000 |
|
|
|
|
|
|
|
|
| elite pop
size
= 1 |
|
|
|
hetero |
|
|
|
|
|
| migration
rate
= 0.500000 |
|
|
pc claster 0 interbal = 8 |
|
|
|
| migration
pop
= 12 |
|
|
|
pc claster 1 interbal = 6 |
|
|
|
| trial
= 5 |
|
|
|
pc claster 2 interbal = 4 |
|
|
|
| island
interbal(hetero rate) = 0,2 |
|
|
|
pc claster 3 interbal = 2 |
|
|
|
| max
interbal
= 5,8 |
|
|
|
|
|
|
|
|
|
| end
fitness
= 0.000000 |
|
|
all 2500 |
|
|
|
|
|
| function
= rastrigin |
|
|
mig 125 |
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DGA |
hetero |
|
|
|
|
|
|
|
|
|
|
240 |
151 |
|
|
|
|
|
|
|
|
|
|
600 |
316 |
|
|
|
|
|
|
|
|
|
|
304 |
414 |
|
|
|
|
|
|
|
|
|
|
404 |
271 |
|
|
|
|
|
|
|
|
|
|
352 |
520 |
|
|
|
|
|
|
|
|
|
| average |
380 |
334.4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
|
parameter |
|
|
|
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
| pop size
= 100 |
|
|
|
|
|
|
|
|
|
| island pop
size
= 25 |
|
|
|
|
|
|
|
|
|
| island
= 4 |
|
|
|
|
|
|
|
|
|
| nvar
= 3 |
|
|
|
|
|
|
|
|
|
| gene
length
= 30 |
|
|
|
|
|
|
|
|
|
| max
generation
= 625,1000 |
|
|
|
|
|
|
|
|
| crossover
rate
= 1.000000 |
|
|
|
|
|
|
|
|
| mutation
rate
= 0.050000 |
|
|
|
|
|
|
|
|
| elite pop
size
= 1 |
|
|
|
|
|
|
|
|
|
| migration
rate
= 0.500000 |
|
|
|
|
|
|
|
|
| migration
pop
= 12 |
|
|
|
|
|
|
|
|
|
| trial
= 5 |
|
|
|
|
|
|
|
|
|
| island
interbal(hetero rate) = 0,2 |
|
|
|
|
|
|
|
|
|
| max
interbal
= 5,8 |
|
|
|
|
|
|
|
|
|
| end
fitness
= 0.000000 |
|
|
|
|
|
|
|
|
| function
= schwefel |
|
|
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DGA |
hetero |
|
|
|
|
|
|
|
|
|
|
420 |
368 |
|
|
|
|
|
|
|
|
|
|
160 |
331 |
|
|
|
|
|
|
|
|
|
|
256 |
236 |
|
|
|
268 |
256 |
|
|
384 |
274 |
|
| average |
297.6 |
293 |
|
|
|
|
|
| ---------------------------------------------------- |
|
parameter |
|
| ---------------------------------------------------- |
| pop size
= 100 |
|
| island pop
size
= 25 |
|
| island
= 4 |
|
| nvar
= 10 |
|
| gene
length
= 200 |
|
| max
generation
= 625,1000 |
| crossover
rate
= 1.000000 |
| mutation
rate
= 0.005000 |
| elite pop
size
= 1 |
|
| migration
rate
= 0.500000 |
|
|
|
|
|
|
|
|
| migration
pop
= 12 |
|
|
|
|
|
|
|
|
|
| trial
= 5 |
|
|
|
|
|
|
|
|
|
| island
interbal(hetero rate) = 0,2 |
|
|
|
|
|
|
|
|
|
| max
interbal
= 5,8 |
|
|
|
|
|
|
|
|
|
| end
fitness
= 0.010000 |
|
|
|
|
|
|
|
|
| function
= rastrigin |
|
|
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
| ---------------------------------------------------- |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DGA |
hetero |
|
|
|
|
|
|
|
|
|
|
x |
x |
|
|
|
|
|
|
|
|
|
|
x |
x |
|
|
|
|
|
|
|
|
|
|
x |
x |
|
|
|
|
|
|
|
|
|
|
2148 |
1888 |
|
|
|
|
|
|
|
|
|
|
x |
x |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|