CS-Notes/notes/2016 校招真题题解.md
2018-02-28 22:06:53 +08:00

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<!-- GFM-TOC -->
* [前言](#前言)
* [1. 小米-小米Git](#1-小米-小米git)
* [2. 小米-懂二进制](#2-小米-懂二进制)
* [3. 小米-中国牛市](#3-小米-中国牛市)
* [4. 微软-LUCKY STRING](#4-微软-lucky-string)
* [5. 微软-Numeric Keypad](#5-微软-numeric-keypad)
* [6. 微软-Spring Outing](#6-微软-spring-outing)
* [7. 微软-S-expression](#7-微软-s-expression)
* [8. 华为-最高分是多少](#8-华为-最高分是多少)
* [9. 华为-简单错误记录](#9-华为-简单错误记录)
* [10. 华为-扑克牌大小](#10-华为-扑克牌大小)
* [11. 去哪儿-二分查找](#11-去哪儿-二分查找)
* [12. 去哪儿-首个重复字符](#12-去哪儿-首个重复字符)
* [13. 去哪儿-寻找Coder](#13-去哪儿-寻找coder)
* [14. 美团-最大差值](#14-美团-最大差值)
* [15. 美团-棋子翻转](#15-美团-棋子翻转)
* [16. 美团-拜访](#16-美团-拜访)
* [17. 美团-直方图内最大矩形](#17-美团-直方图内最大矩形)
* [18. 美团-字符串计数](#18-美团-字符串计数)
* [19. 美团-平均年龄](#19-美团-平均年龄)
* [20. 百度-罪犯转移](#20-百度-罪犯转移)
* [22. 百度-裁减网格纸](#22-百度-裁减网格纸)
* [23. 百度-钓鱼比赛](#23-百度-钓鱼比赛)
* [24. 百度-蘑菇阵](#24-百度-蘑菇阵)
<!-- GFM-TOC -->
# 前言
省略的代码:
```java
import java.util.*;
```
```java
public class Solution {
}
```
```java
public class Main {
public static void main(String[] args) {
Scanner in = new Scanner(System.in);
while (in.hasNext()) {
}
}
}
```
# 1. 小米-小米Git
- 重建多叉树
- 使用 LCA
```java
private class TreeNode {
int id;
List<TreeNode> childs = new ArrayList<>();
TreeNode(int id) {
this.id = id;
}
}
public int getSplitNode(String[] matrix, int indexA, int indexB) {
int n = matrix.length;
boolean[][] linked = new boolean[n][n]; // 重建邻接矩阵
for (int i = 0; i < n; i++) {
for (int j = 0; j < n; j++) {
linked[i][j] = matrix[i].charAt(j) == '1';
}
}
TreeNode tree = constructTree(linked, 0);
TreeNode ancestor = LCA(tree, new TreeNode(indexA), new TreeNode(indexB));
return ancestor.id;
}
private TreeNode constructTree(boolean[][] linked, int root) {
TreeNode tree = new TreeNode(root);
for (int i = 0; i < linked[root].length; i++) {
if (linked[root][i]) {
linked[i][root] = false; // 因为题目给的邻接矩阵是双向的,在这里需要把它转为单向的
tree.childs.add(constructTree(links, i));
}
}
return tree;
}
private TreeNode LCA(TreeNode root, TreeNode p, TreeNode q) {
if (root == null || root.id == p.id || root.id == q.id) return root;
TreeNode ancestor = null;
int cnt = 0;
for (int i = 0; i < root.childs.size(); i++) {
TreeNode tmp = LCA(root.childs.get(i), p, q);
if (tmp != null) {
ancestor = tmp;
cnt++;
}
}
return cnt == 2 ? root : ancestor;
}
```
# 2. 小米-懂二进制
对两个数进行异或,结果的二进制表示为 1 的那一位就是两个数不同的位。
```java
public int countBitDiff(int m, int n) {
return Integer.bitCount(m ^ n);
}
```
# 3. 小米-中国牛市
背包问题,可以设一个大小为 2 的背包。
状态转移方程如下:
```html
dp[i, j] = max(dp[i, j-1], prices[j] - prices[jj] + dp[i-1, jj]) { jj in range of [0, j-1] } = max(dp[i, j-1], prices[j] + max(dp[i-1, jj] - prices[jj]))
```
```java
public int calculateMax(int[] prices) {
int n = prices.length;
int[][] dp = new int[3][n];
for (int i = 1; i <= 2; i++) {
int localMax = dp[i - 1][0] - prices[0];
for (int j = 1; j < n; j++) {
dp[i][j] = Math.max(dp[i][j - 1], prices[j] + localMax);
localMax = Math.max(localMax, dp[i - 1][j] - prices[j]);
}
}
return dp[2][n - 1];
}
```
# 4. 微软-LUCKY STRING
- 斐波那契数列可以预计算;
- 从头到尾遍历字符串的过程,每一轮循环都使用一个 Set 来保存从 i 到 j 出现的字符,并且 Set 保证了字符都不同,因此 Set 的大小就是不同字符的个数。
```java
Set<Integer> fibSet = new HashSet<>(Arrays.asList(1, 2, 3, 5, 8, 13, 21, 34, 55, 89));
Scanner in = new Scanner(System.in);
String str = in.nextLine();
int n = str.length();
Set<String> ret = new HashSet<>();
for (int i = 0; i < n; i++) {
Set<Character> set = new HashSet<>();
for (int j = i; j < n; j++) {
set.add(str.charAt(j));
int cnt = set.size();
if (fibSet.contains(cnt)) {
ret.add(str.substring(i, j + 1));
}
}
}
String[] arr = ret.toArray(new String[ret.size()]);
Arrays.sort(arr);
for (String s : arr) {
System.out.println(s);
}
```
# 5. 微软-Numeric Keypad
```java
private static int[][] canReach = {
{1, 0, 0, 0, 0, 0, 0, 0, 0, 0}, // 0
{1, 1, 1, 1, 1, 1, 1, 1, 1, 1}, // 1
{1, 0, 1, 1, 0, 1, 1, 0, 1, 1}, // 2
{0, 0, 0, 1, 0, 0, 1, 0, 0, 1}, // 3
{1, 0, 0, 0, 1, 1, 1, 1, 1, 1}, // 4
{1, 0, 0, 0, 0, 1, 1, 0, 1, 1}, // 5
{0, 0, 0, 0, 0, 0, 1, 0, 0, 1}, // 6
{1, 0, 0, 0, 0, 0, 0, 1, 1, 1}, // 7
{1, 0, 0, 0, 0, 0, 0, 0, 1, 1}, // 8
{0, 0, 0, 0, 0, 0, 0, 0, 0, 1} // 9
};
private static boolean isLegal(char[] chars, int idx) {
if (idx >= chars.length || idx < 0) return true;
int cur = chars[idx] - '0';
int next = chars[idx + 1] - '0';
return canReach[cur][next] == 1;
}
public static void main(String[] args) {
Scanner in = new Scanner(System.in);
int T = Integer.valueOf(in.nextLine());
for (int i = 0; i < T; i++) {
String line = in.nextLine();
char[] chars = line.toCharArray();
for (int j = 0; j < chars.length - 1; j++) {
while (!isLegal(chars, j)) {
if (--chars[j + 1] < '0') {
chars[j--]--;
}
for (int k = j + 2; k < chars.length; k++) {
chars[k] = '9';
}
}
}
System.out.println(new String(chars));
}
}
```
# 6. 微软-Spring Outing
下面以 N = 3K = 4 来进行讨论。
初始时,令第 0 个地方成为待定地点,也就是呆在家里。
从第 4 个地点开始投票,每个人只需要比较第 4 个地方和第 0 个地方的优先级,里,如果超过半数的人选择了第 4 个地方,那么更新第 4 个地方成为待定地点。
从后往前不断重复以上步骤,不断更新待定地点,直到所有地方都已经投票。
上面的讨论中,先令第 0 个地点成为待定地点,是因为这样的话第 4 个地点就只需要和这个地点进行比较,而不用考虑其它情况。如果最开始先令第 1 个地点成为待定地点,那么在对第 2 个地点进行投票时,每个人不仅要考虑第 2 个地点与第 1 个地点的优先级,也要考虑与其后投票地点的优先级。
```java
int N = in.nextInt();
int K = in.nextInt();
int[][] votes = new int[N][K + 1];
for (int i = 0; i < N; i++) {
for (int j = 0; j < K + 1; j++) {
int place = in.nextInt();
votes[i][place] = j;
}
}
int ret = 0;
for (int place = K; place > 0; place--) {
int cnt = 0;
for (int i = 0; i < N; i++) {
if (votes[i][place] < votes[i][ret]) {
cnt++;
}
}
if (cnt > N / 2) {
ret = place;
}
}
System.out.println(ret == 0 ? "otaku" : ret);
```
# 7. 微软-S-expression
# 8. 华为-最高分是多少
```java
int N = in.nextInt();
int M = in.nextInt();
int[] scores = new int[N];
for (int i = 0; i < N; i++) {
scores[i] = in.nextInt();
}
for (int i = 0; i < M; i++) {
String str = in.next();
if (str.equals("U")) {
int id = in.nextInt() - 1;
int newScore = in.nextInt();
scores[id] = newScore;
} else {
int idBegin = in.nextInt() - 1;
int idEnd = in.nextInt() - 1;
int ret = 0;
if (idBegin > idEnd) {
int t = idBegin;
idBegin = idEnd;
idEnd = t;
}
for (int j = idBegin; j <= idEnd; j++) {
ret = Math.max(ret, scores[j]);
}
System.out.println(ret);
}
}
```
# 9. 华为-简单错误记录
```java
HashMap<String, Integer> map = new LinkedHashMap<>();
while (in.hasNextLine()) {
String s = in.nextLine();
String key = s.substring(s.lastIndexOf('\\') + 1);
map.put(key, map.containsKey(key) ? map.get(key) + 1 : 1);
}
List<Map.Entry<String, Integer>> list = new LinkedList<>(map.entrySet());
Collections.sort(list, (o1, o2) -> o2.getValue() - o1.getValue());
for (int i = 0; i < 8 && i < list.size(); i++) {
String[] token = list.get(i).getKey().split(" ");
String filename = token[0];
String line = token[1];
if (filename.length() > 16) filename = filename.substring(filename.length() - 16);
System.out.println(filename + " " + line + " " + list.get(i).getValue());
}
```
# 10. 华为-扑克牌大小
```java
public class Main {
private Map<String, Integer> map = new HashMap<>();
public Main() {
map.put("3", 0);
map.put("4", 1);
map.put("5", 2);
map.put("6", 3);
map.put("7", 4);
map.put("8", 5);
map.put("9", 6);
map.put("10", 7);
map.put("J", 8);
map.put("Q", 9);
map.put("K", 10);
map.put("A", 11);
map.put("2", 12);
map.put("joker", 13);
map.put("JOKER ", 14);
}
private String play(String s1, String s2) {
String[] token1 = s1.split(" ");
String[] token2 = s2.split(" ");
CardType type1 = computeCardType(token1);
CardType type2 = computeCardType(token2);
if (type1 == CardType.DoubleJoker) return s1;
if (type2 == CardType.DoubleJoker) return s2;
if (type1 == CardType.Bomb && type2 != CardType.Bomb) return s1;
if (type2 == CardType.Bomb && type1 != CardType.Bomb) return s2;
if (type1 != type2 || token1.length != token2.length) return "ERROR";
for (int i = 0; i < token1.length; i++) {
int val1 = map.get(token1[i]);
int val2 = map.get(token2[i]);
if (val1 != val2) return val1 > val2 ? s1 : s2;
}
return "ERROR";
}
private CardType computeCardType(String[] token) {
boolean hasjoker = false, hasJOKER = false;
for (int i = 0; i < token.length; i++) {
if (token[i].equals("joker")) hasjoker = true;
else if (token[i].equals("JOKER")) hasJOKER = true;
}
if (hasjoker && hasJOKER) return CardType.DoubleJoker;
int maxContinueLen = 1;
int curContinueLen = 1;
String curValue = token[0];
for (int i = 1; i < token.length; i++) {
if (token[i].equals(curValue)) curContinueLen++;
else {
curContinueLen = 1;
curValue = token[i];
}
maxContinueLen = Math.max(maxContinueLen, curContinueLen);
}
if (maxContinueLen == 4) return CardType.Bomb;
if (maxContinueLen == 3) return CardType.Triple;
if (maxContinueLen == 2) return CardType.Double;
boolean isStraight = true;
for (int i = 1; i < token.length; i++) {
if (map.get(token[i]) - map.get(token[i - 1]) != 1) {
isStraight = false;
break;
}
}
if (isStraight && token.length == 5) return CardType.Straight;
return CardType.Sigal;
}
private enum CardType {
DoubleJoker, Bomb, Sigal, Double, Triple, Straight;
}
public static void main(String[] args) {
Main main = new Main();
Scanner in = new Scanner(System.in);
while (in.hasNextLine()) {
String s = in.nextLine();
String[] token = s.split("-");
System.out.println(main.play(token[0], token[1]));
}
}
}
```
# 11. 去哪儿-二分查找
对于有重复元素的有序数组,二分查找需要注意以下要点:
- if (val <= A[m]) h = m;
- 因为 h 的赋值为 m 而不是 m - 1因此 while 循环的条件也就为 l < h。(如果是 m - 1 循环条件为 l <= h
```java
public int getPos(int[] A, int n, int val) {
int l = 0, h = n - 1;
while (l < h) {
int m = l + (h - l) / 2;
if (val <= A[m]) h = m;
else l = m + 1;
}
return A[h] == val ? h : -1;
}
```
# 12. 去哪儿-首个重复字符
```java
public char findFirstRepeat(String A, int n) {
boolean[] hasAppear = new boolean[256];
for (int i = 0; i < n; i++) {
char c = A.charAt(i);
if(hasAppear[c]) return c;
hasAppear[c] = true;
}
return ' ';
}
```
# 13. 去哪儿-寻找Coder
```java
public String[] findCoder(String[] A, int n) {
List<Pair<String, Integer>> list = new ArrayList<>();
for (String s : A) {
int cnt = 0;
String t = s.toLowerCase();
int idx = -1;
while (true) {
idx = t.indexOf("coder", idx + 1);
if (idx == -1) break;
cnt++;
}
if (cnt != 0) {
list.add(new Pair<>(s, cnt));
}
}
Collections.sort(list, (o1, o2) -> (o2.getValue() - o1.getValue()));
String[] ret = new String[list.size()];
for (int i = 0; i < list.size(); i++) {
ret[i] = list.get(i).getKey();
}
return ret;
}
// 牛客网无法导入 javafx.util.Pair这里就自己实现一下 Pair 类
private class Pair<T, K> {
T t;
K k;
Pair(T t, K k) {
this.t = t;
this.k = k;
}
T getKey() {
return t;
}
K getValue() {
return k;
}
}
```
# 14. 美团-最大差值
贪心策略
```java
public int getDis(int[] A, int n) {
int max = 0;
int soFarMin = A[0];
for (int i = 1; i < n; i++) {
if(soFarMin > A[i]) soFarMin = A[i];
else max = Math.max(max, A[i]- soFarMin);
}
return max;
}
```
# 15. 美团-棋子翻转
```java
public int[][] flipChess(int[][] A, int[][] f) {
int[][] direction = {{0, 1}, {0, -1}, {1, 0}, {-1, 0}};
for (int[] ff : f) {
for (int[] dd : direction) {
int r = ff[0] + dd[0] - 1, c = ff[1] + dd[1] - 1;
if(r < 0 || r > 3 || c < 0 || c > 3) continue;
A[r][c] ^= 1;
}
}
return A;
}
```
# 16. 美团-拜访
```java
private Set<String> paths;
private List<Integer> curPath;
public int countPath(int[][] map, int n, int m) {
paths = new HashSet<>();
curPath = new ArrayList<>();
for (int i = 0; i < n; i++) {
for (int j = 0; j < m; j++) {
if (map[i][j] == 1) {
map[i][j] = -1;
int[][] leftRightDirection = {{1, 0}, {-1, 0}};
int[][] topDownDirection = {{0, 1}, {0, -1}};
for (int[] lr : leftRightDirection) {
for (int[] td : topDownDirection) {
int[][] directions = {lr, td};
backtracking(map, n, m, i, j, directions);
}
}
return paths.size();
}
}
}
return 0;
}
private void backtracking(int[][] map, int n, int m, int r, int c, int[][] directions) {
if (map[r][c] == 2) {
String path = "";
for (int num : curPath) {
path += num;
}
paths.add(path);
return;
}
for (int i = 0; i < directions.length; i++) {
int nextR = r + directions[i][0];
int nextC = c + directions[i][1];
if (nextR < 0 || nextR >= n || nextC < 0 || nextC >= m || map[nextR][nextC] == -1) continue;
map[nextR][nextC] = map[nextR][nextC] == 2 ? 2 : -1;
curPath.add(nextR);
curPath.add(nextC);
backtracking(map, n, m, nextR, nextC, directions);
curPath.remove(curPath.size() - 1);
curPath.remove(curPath.size() - 1);
map[nextR][nextC] = map[nextR][nextC] == 2 ? 2 : 0;
}
}
```
# 17. 美团-直方图内最大矩形
```java
public int countArea(int[] A, int n) {
int max = 0;
for (int i = 0; i < n; i++) {
int min = A[i];
for (int j = i; j < n; j++) {
min = Math.min(min, A[j]);
max = Math.max(max, min * (j - i + 1));
}
}
return max;
}
```
# 18. 美团-字符串计数
字符串都是小写字符可以把字符串当成是 26 进制但是字典序的比较和普通的整数比较不同是从左往右进行比较例如 "ac" "abc"字典序的比较结果为 "ac" > "abc",如果按照整数方法比较,因为 "abc" 是三位数,显然更大。
由于两个字符串的长度可能不想等,在 s1 空白部分和 s2 对应部分进行比较时,应该把 s1 的空白部分看成是 'a' 字符进行填充的。
还有一点要注意的是s1 到 s2 长度为 len<sub>i</sub> 的字符串个数只比较前面 i 个字符。例如 'aaa' 和 'bbb' ,长度为 2 的个数为 'aa' 到 'bb' 的字符串个数,不需要考虑后面部分的字符。
在统计个数时,从 len1 开始一直遍历到最大合法长度,每次循环都统计长度为 i 的子字符串个数。
```java
String s1 = in.next();
String s2 = in.next();
int len1 = in.nextInt();
int len2 = in.nextInt();
int len = Math.min(s2.length(), len2);
int[] subtractArr = new int[len];
for (int i = 0; i < len; i++) {
char c1 = i < s1.length() ? s1.charAt(i) : 'a';
char c2 = s2.charAt(i);
subtractArr[i] = c2 - c1;
}
int ret = 0;
for (int i = len1; i <= len; i++) {
for (int j = 0; j < i; j++) {
ret += subtractArr[j] * Math.pow(26, i - j - 1);
}
}
System.out.println(ret - 1);
```
# 19. 美团-平均年龄
```java
int W = in.nextInt();
double Y = in.nextDouble();
double x = in.nextDouble();
int N = in.nextInt();
while (N-- > 0) {
Y++; // 老员工每年年龄都要加 1
Y += (21 - Y) * x;
}
System.out.println((int) Math.ceil(Y));
```
# 20. 百度-罪犯转移
部分和问题,将每次求的部分和缓存起来。
```java
int n = in.nextInt();
int t = in.nextInt();
int c = in.nextInt();
int[] values = new int[n];
for (int i = 0; i < n; i++) {
values[i] = in.nextInt();
}
int cnt = 0;
int totalValue = 0;
for (int s = 0, e = c - 1; e < n; s++, e++) {
if (s == 0) {
for (int j = 0; j < c; j++) totalValue += values[j];
} else {
totalValue = totalValue - values[s - 1] + values[e];
}
if (totalValue <= t) cnt++;
}
System.out.println(cnt);
```
# 22. 百度-裁减网格纸
```java
int n = in.nextInt();
int minX, minY, maxX, maxY;
minX = minY = Integer.MAX_VALUE;
maxX = maxY = Integer.MIN_VALUE;
for (int i = 0; i < n; i++) {
int x = in.nextInt();
int y = in.nextInt();
minX = Math.min(minX, x);
minY = Math.min(minY, y);
maxX = Math.max(maxX, x);
maxY = Math.max(maxY, y);
}
System.out.println((int) Math.pow(Math.max(maxX - minX, maxY - minY), 2));
```
# 23. 百度-钓鱼比赛
P ( 至少钓一条鱼 ) = 1 - P ( 一条也钓不到 )
坑:读取概率矩阵的时候,需要一行一行进行读取,而不能直接用 in.nextDouble()。
```java
public static void main(String[] args) {
Scanner in = new Scanner(System.in);
while (in.hasNext()) {
int n = in.nextInt();
int m = in.nextInt();
int x = in.nextInt();
int y = in.nextInt();
int t = in.nextInt();
in.nextLine(); // 坑
double pcc = 0.0;
double sum = 0.0;
for (int i = 1; i <= n; i++) {
String[] token = in.nextLine().split(" "); // 坑
for (int j = 1; j <= m; j++) {
double p = Double.parseDouble(token[j - 1]);
// double p = in.nextDouble();
sum += p;
if (i == x && j == y) {
pcc = p;
}
}
}
double pss = sum / (n * m);
pcc = computePOfIRT(pcc, t);
pss = computePOfIRT(pss, t);
System.out.println(pcc > pss ? "cc" : pss > pcc ? "ss" : "equal");
System.out.printf("%.2f\n", Math.max(pcc, pss));
}
}
// compute probability of independent repeated trials
private static double computePOfIRT(double p, int t) {
return 1 - Math.pow((1 - p), t);
}
```
# 24. 百度-蘑菇阵
这题用回溯会超时,需要用 DP。
dp[i][j] 表示到达 (i,j) 位置不会触碰蘑菇的概率。对于 N\*M 矩阵,如果 i == N || j == M那么 (i,j) 只能有一个移动方向;其它情况下能有两个移动方向。
考虑以下矩阵,其中第 3 行和第 3 列只能往一个方向移动,而其它位置可以有两个方向移动。
```java
int N = in.nextInt();
int M = in.nextInt();
int K = in.nextInt();
boolean[][] mushroom = new boolean[N][M];
while (K-- > 0) {
int x = in.nextInt();
int y = in.nextInt();
mushroom[x - 1][y - 1] = true;
}
double[][] dp = new double[N][M];
dp[0][0] = 1;
for (int i = 0; i < N; i++) {
for (int j = 0; j < M; j++) {
if (mushroom[i][j]) dp[i][j] = 0;
else {
double cur = dp[i][j];
if (i == N - 1 && j == M - 1) break;
if (i == N - 1) dp[i][j + 1] += cur;
else if (j == M - 1) dp[i + 1][j] += cur;
else {
dp[i][j + 1] += cur / 2;
dp[i + 1][j] += cur / 2;
}
}
}
}
System.out.printf("%.2f\n", dp[N - 1][M - 1]);
```