blob: ff5387f7de13d71483f2df4c32442a4815a91f63 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
|
package jcgp;
import java.util.Random;
import jcgp.modules.function.Function;
import jcgp.modules.function.FunctionSet;
import jcgp.parameters.Parameters;
import jcgp.population.*;
public class Utilities {
private static Random numberGenerator;
private static FunctionSet functionSet;
public static void setResources(Random numberGenerator, FunctionSet functionSet) {
Utilities.numberGenerator = numberGenerator;
Utilities.functionSet = functionSet;
}
public static int getRandomInt(int limit){
return numberGenerator.nextInt(limit);
}
public static double getRandomDouble(int limit){
return numberGenerator.nextDouble() * limit;
}
/**
* @param chromosome the chromosome to choose from
* @return a random input
*/
public static Input getRandomInput(Chromosome chromosome){
return chromosome.getInput(getRandomInt(Parameters.getInputs()));
}
/**
* Returns a random allowed node respecting levels back.
*
* This method will NOT pick inputs.
*
* @param chromosome the chromosome to pick from
* @param column the column to use as reference
* @return a random node
*/
public static Node getRandomNode(Chromosome chromosome, int column){
// work out the allowed range obeying levels back
int allowedColumns = ((column >= Parameters.getLevelsBack()) ? Parameters.getLevelsBack() : column);
int offset = column - allowedColumns;
// pick a random allowed column and row
int randomColumn = (getRandomInt(allowedColumns) + offset);
int randomRow = (getRandomInt(Parameters.getRows()));
return chromosome.getNode(randomRow, randomColumn);
}
/**
* Returns a random allowed node.
*
* This method will NOT pick inputs.
*
* @param chromosome the chromosome to pick from
* @param column the column to use as reference
* @param levelsBack whether or not to respect levels back
* @return a random node
*/
public static Node getRandomNode(Chromosome chromosome, int column, boolean levelsBack){
if (levelsBack) {
return getRandomNode(chromosome, column);
} else {
// pick any random column before the given column
int randomColumn = (getRandomInt(column));
// pick a random rowgetColumns
int randomRow = (getRandomInt(Parameters.getRows()));
return chromosome.getNode(randomRow, randomColumn);
}
}
/**
* pick from any column - use this for setting outputs
*
* @param chromosome
* @return
*/
public static Node getRandomNode(Chromosome chromosome) {
return chromosome.getNode(getRandomInt(Parameters.getRows()), getRandomInt(Parameters.getColumns()));
}
public static Function getRandomFunction() {
return functionSet.getFunction(Utilities.getRandomInt(functionSet.getFunctionCount()));
}
public static Function getFunction(int index) {
return functionSet.getFunction(index);
}
}
|
