• 求两个有序整数集合的交集,比比谁的算法快!


    阿里巴巴一道笔试题题目:有两个有序整数集合a和b,写一个函数找出它们的交集?


       方法一:

     1   private static Set<Integer> setMethod(int[] a,int[] b){
     2         Set<Integer> set = new HashSet<Integer>();
     3         Set<Integer> set2 = new HashSet<Integer>();
     4         for(int i=0; i<a.length; i++) {
     5             set.add(a[i]);
     6         }
     7         for(int j=0; j<b.length; j++) {
     8             if(!set.add(b[j]))
     9                 set2.add(b[j]);
    10         }
    11         return set2;
    12     }

      方法二:

     1   private static Set<Integer> forMethod(int[] a,int[] b){
     2         Set<Integer> set=new HashSet<Integer>();
     3         int i=0,j=0;
     4         while(i<a.length && j<b.length){
     5             if(a[i]<b[j])
     6                 i++;
     7             else if(a[i]>b[j])
     8                 j++;
     9             else{
    10                 set.add(a[i]);
    11                 i++;
    12                 j++;
    13             }
    14         }
    15         return set;
    16     }

    方法三:

     1   private static int[] intersect(int[] a, int[] b) {
     2         if (a[0] > b[b.length - 1] || b[0] > a[a.length - 1]) {
     3             return new int[0];
     4         }
     5         int[] intersection = new int[Math.max(a.length, b.length)];
     6         int offset = 0;
     7         for (int i = 0, s = i; i < a.length && s < b.length; i++) {
     8             while (a[i] > b[s]) {
     9                 s++;
    10             }
    11             if (a[i] == b[s]) {
    12                 intersection[offset++] = b[s++];
    13             }
    14             while (i < (a.length - 1) && a[i] == a[i + 1]) {
    15                 i++;
    16             }
    17         }
    18         if (intersection.length == offset) {
    19             return intersection;
    20         }
    21         int[] duplicate = new int[offset];
    22         System.arraycopy(intersection, 0, duplicate, 0, offset);
    23         return duplicate;
    24     }

      三种方法的性能对比测试:

     1 public class NumberCrossTest {
     2     public static void main(String[] args) {
     3         int[] a1 = new int[100000];
     4         for (int i = 0; i < a1.length; i++) {
     5             a1[i] = i + 10;
     6         }
     7         int[] a2 = new int[200000];
     8         for (int i = 0; i < a2.length; i++) {
     9             a2[i] = i + 20;
    10         }
    11         long begin = System.currentTimeMillis();
    12         Set<Integer> set1 = setMethod(a1, a2);
    13         long end = System.currentTimeMillis();
    14         System.out.println(end - begin);// 359
    15         begin = System.currentTimeMillis();
    16         Set<Integer> set2 = forMethod(a1, a2);
    17         end = System.currentTimeMillis();
    18         System.out.println(end - begin);// 160
    19         begin = System.currentTimeMillis();
    20         int[] c = intersect(a1, a2);
    21         end = System.currentTimeMillis();
    22         System.out.println(end - begin);// 10
    23         // 测试两种方法的结果是否相等
    24         System.out.println(set1.equals(set2));// true
    25         Set<Integer> set3 = new HashSet<Integer>();
    26         for (int i = 0; i < c.length; i++) {
    27             set3.add(c[i]);
    28         }
    29         System.out.println(set1.equals(set3));// true
    30     }
    31 
    32     private static Set<Integer> setMethod(int[] a, int[] b) {
    33         Set<Integer> set = new HashSet<Integer>();
    34         Set<Integer> set2 = new HashSet<Integer>();
    35         for (int i = 0; i < a.length; i++) {
    36             set.add(a[i]);
    37         }
    38         for (int j = 0; j < b.length; j++) {
    39             if (!set.add(b[j]))
    40                 set2.add(b[j]);
    41         }
    42         return set2;
    43     }
    44 
    45     private static Set<Integer> forMethod(int[] a, int[] b) {
    46         Set<Integer> set = new HashSet<Integer>();
    47         int i = 0, j = 0;
    48         while (i < a.length && j < b.length) {
    49             if (a[i] < b[j])
    50                 i++;
    51             else if (a[i] > b[j])
    52                 j++;
    53             else {
    54                 set.add(a[i]);
    55                 i++;
    56                 j++;
    57             }
    58         }
    59         return set;
    60     }
    61 
    62     private static int[] intersect(int[] a, int[] b) {
    63         if (a[0] > b[b.length - 1] || b[0] > a[a.length - 1]) {
    64             return new int[0];
    65         }
    66         int[] intersection = new int[Math.max(a.length, b.length)];
    67         int offset = 0;
    68         for (int i = 0, s = i; i < a.length && s < b.length; i++) {
    69             while (a[i] > b[s]) {
    70                 s++;
    71             }
    72             if (a[i] == b[s]) {
    73                 intersection[offset++] = b[s++];
    74             }
    75             while (i < (a.length - 1) && a[i] == a[i + 1]) {
    76                 i++;
    77             }
    78         }
    79         if (intersection.length == offset) {
    80             return intersection;
    81         }
    82         int[] duplicate = new int[offset];
    83         System.arraycopy(intersection, 0, duplicate, 0, offset);
    84         return duplicate;
    85     }
    86 }

      结果对比:

        方法一用时:359 毫秒

        方法二用时:160 毫秒

        方法三用时:10 毫秒

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  • 原文地址:https://www.cnblogs.com/gw811/p/2724100.html
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