權重隨機算法Java實現
權重隨機算法在抽獎,資源調度等系統中應用還是比較廣泛的,一個簡單的按照權重來隨機的實現,權重為幾個隨機對象(分類)的命中的比例,權重設置越高命中越容易,之和可以不等于100;
簡單實現代碼如下:
import java.util.ArrayList;
import java.util.List;
import java.util.Random;
public class WeightRandom {
static List<WeightCategory> categorys = new ArrayList<WeightCategory>();
private static Random random = new Random();
public static void initData() {
WeightCategory wc1 = new WeightCategory("A",60);
WeightCategory wc2 = new WeightCategory("B",20);
WeightCategory wc3 = new WeightCategory("C",20);
categorys.add(wc1);
categorys.add(wc2);
categorys.add(wc3);
}
public static void main(String[] args) {
initData();
Integer weightSum = 0;
for (WeightCategory wc : categorys) {
weightSum += wc.getWeight();
}
if (weightSum <= 0) {
System.err.println("Error: weightSum=" + weightSum.toString());
return;
}
Integer n = random.nextInt(weightSum); // n in [0, weightSum)
Integer m = 0;
for (WeightCategory wc : categorys) {
if (m <= n && n < m + wc.getWeight()) {
System.out.println("This Random Category is "+wc.getCategory());
break;
}
m += wc.getWeight();
}
}
}
class WeightCategory {
private String category;
private Integer weight;
public WeightCategory() {
super();
}
public WeightCategory(String category, Integer weight) {
super();
this.setCategory(category);
this.setWeight(weight);
}
public Integer getWeight() {
return weight;
}
public void setWeight(Integer weight) {
this.weight = weight;
}
public String getCategory() {
return category;
}
public void setCategory(String category) {
this.category = category;
}
}
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