算法复杂度:O(m+n)(假定girl和enemy都有序,实际题目,不记得,如果不是有序,那么先排序,采用计数排序的话,如果范围不大还可以进一步减小算法复杂度)
O(MlogM+nlogN)
实际过程是:采用归并排序过程中合并计算移动平均数
public class SpaceWarDiv1 {
/**
* 实际上是求移动平均数(实际计算只需要2个变量,而不是sum变量个数)
* a<sub>i</sub>表示第i个girl,b<sub>j</sub>表示第i个enemy
* 用sum[i]表示倒数第i个girl能打死的enemy总数sum[0]表示最强girl可以打死的人数
* 实际求的是max{sum[0],sum[0:1]/2,sum[0:3]/3.....
* @param magicalGirlStrength
* @param enemyStrength
* @param enemyCount
* @return
*/
public long minimalFatigue(int[] magicalGirlStrength, int[] enemyStrength, long[] enemyCount)
{
int i=magicalGirlStrength.length-1;
int j = enemyStrength.length-1;
if(enemyStrength[j]>magicalGirlStrength[i])
return -1L;
long sum[]=new long[2];
sum[0]=0;
sum[1]=0;
long maxVal = 0;
int count=0;
while(i>=0&&j>=0)
{
while(i>=0 && magicalGirlStrength[i]>=enemyStrength[j]) i--;
if(i<0) break;
while(j>=0&&magicalGirlStrength[i]<enemyStrength[j])
{
sum[1] += enemyCount[j];
j--;
}
//girl >=enemy;calc last gir sum
//sum[i+1]
{
//average
count = magicalGirlStrength.length-i-1;
long average = (sum[1]+sum[0]+count-1)/(count);
maxVal = (maxVal>average)?maxVal:average;
}
sum[0] = sum[0]+sum[1];
sum[1]=0;
}
while(j>=0){
sum[1] += enemyCount[j];
j--;
}
{
//average
count = magicalGirlStrength.length-i-1;
long average = (sum[1]+sum[0]+count-1)/count;
maxVal = (maxVal>average)?maxVal:average;
}
return maxVal;
}
public static void main(String args[])
{
int []magicalGirlStrength=new int[]{2,3,5};
int[] enemyStrength = new int[]{1,3,4};
long[] enemyCount =new long[]{2,9,4};
// int []magicalGirlStrength=new int[]{2,3,5};
// int[] enemyStrength = new int[]{1,1,2};
// long[] enemyCount =new long[]{2,9,4};
System.out.println(new SpaceWarDiv1().minimalFatigue(magicalGirlStrength, enemyStrength, enemyCount));
}
}