练习,第15节

src/leo/class01_01/BSAwesome.java

@@ -2,6 +2,8 @@ package leo.class01_01;
 
 import leo.util.ArrayUtil;
 
+import java.util.function.IntPredicate;
+
 /**
  * @author Leo
  * @ClassName BSAwesome
@@ -266,6 +268,31 @@ public class BSAwesome {
         return -1;
     }
 
+    public static int BSAwesome8(int[] arr) {
+        if (arr.length == 0 || arr == null) {
+            return -1;
+        }
+        if (arr.length == 1 || arr[0] < arr[1]) {
+            return 0;
+        }
+        if (arr[arr.length - 1] < arr[arr.length - 2]) {
+            return arr.length - 1;
+        }
+        int l = 0;
+        int r = arr.length - 1;
+        while (l <= r) {
+            int m = l + ((r - l) >> 1);
+            if (arr[m] > arr[m + 1]) {
+                l = m + 1;
+            } else if (arr[m] > arr[m - 1]) {
+                r = m - 1;
+            } else {
+                return m;
+            }
+        }
+        return -1;
+    }
+
     public static int verifyBSAwesome(int[] arr, int index) {
         if (arr.length == 0 || index == -1) {
             return -1;
@@ -303,7 +330,7 @@ public class BSAwesome {
         boolean succeed = true;
         for (int i = 0; i < testTime; i++) {
             int[] arr = ArrayUtil.randomAdjacentNotEqualArray(maxSize, range);
-            final int index = BSAwesome7(arr);
+            final int index = BSAwesome8(arr);
             final int verifyIndex = verifyBSAwesome(arr,index);
             if (index != verifyIndex) {
                 succeed = false;

src/leo/class01_01/BSExist.java

@@ -209,6 +209,25 @@ public class BSExist {
         return arr[l] == value;
     }
 
+    public static boolean exist10(int[] arr, int value) {
+        if (arr.length == 0 || arr == null) {
+            return false;
+        }
+        int l = 0;
+        int r = arr.length - 1;
+        while (l < r) {
+            int m = l + ((r - l) >> 1);
+            if (arr[m] == value) {
+                return true;
+            } else if (arr[m] > value) {
+                r = m - 1;
+            } else if (arr[m] < value) {
+                l = m + 1;
+            }
+        }
+        return arr[l] == value;
+    }
+
     /**
      * 功能描述 : test
      * @author Leo
@@ -237,7 +256,7 @@ public class BSExist {
             int[] sortArr = ArrayUtil.randomSortArray(maxSize, range);
             int value = (int) ((range + 1) * Math.random() - (range + 1) * Math.random());
 
-            if (exist9(sortArr, value) != exist(sortArr, value)) {
+            if (exist10(sortArr, value) != exist(sortArr, value)) {
                 succeed = false;
                 ArrayUtil.printArr(sortArr);
                 break;

src/leo/class01_01/BSNear.java

@@ -1,5 +1,6 @@
 package leo.class01_01;
 
+import jdk.nashorn.internal.ir.IfNode;
 import leo.util.ArrayUtil;
 
 import java.util.Arrays;
@@ -250,6 +251,24 @@ public class BSNear {
         return index;
     }
 
+    public static int BsNearLeft12(int[] arr, int value) {
+        if (arr.length == 0 || arr == null) {
+            return -1;
+        }
+        int l = 0;
+        int r = arr.length - 1;
+        int index = -1;
+        while (l <= r) {
+            int m = l + ((r - l) >> 1);
+            if (arr[m] >= value) {
+                index = m;
+                r = m - 1;
+            }else{
+                l = m + 1;
+            }
+        }
+        return index;
+    }
 
 
     /**
@@ -473,6 +492,25 @@ public class BSNear {
         return index;
     }
 
+    public static int BSNearRight10(int[] arr, int value) {
+        if (arr == null || arr.length == 0) {
+            return -1;
+        }
+        int index = -1;
+        int l = 0;
+        int r = arr.length - 1;
+        while (l <= r) {
+            int m = l + ((r - l) >> 1);
+            if (arr[m] <= value) {
+                index = m;
+                l = m + 1;
+            }else{
+                r = m - 1;
+            }
+        }
+        return index;
+    }
+
 
     public static int forTestBSNearRight(int[] arr, int value) {
         int index = -1;
@@ -496,7 +534,7 @@ public class BSNear {
         for (int i = 0; i < testTime; i++) {
             int[] sortArr = randomArray(maxSize, range);
             int value = (int) ((range + 1) * Math.random() - (range + 1) * Math.random());
-            int res1 = BSNearLeft10(sortArr, value);
+            int res1 = BsNearLeft12(sortArr, value);
             int res2 = forTestBSNearLeft(sortArr, value);
             if (res1 != res2) {
                 success = false;
@@ -506,7 +544,7 @@ public class BSNear {
                 break;
             }
 
-            /*int res3 = BSNearRight9(sortArr, value);
+            int res3 = BSNearRight10(sortArr, value);
             int res4 = forTestBSNearRight(sortArr, value);
             if (res3 != res4) {
                 success = false;
@@ -514,7 +552,7 @@ public class BSNear {
                 System.out.println("BSNearRight=" + res3);
                 System.out.println("forTestBSNearRight=" + res4);
                 break;
-            }*/
+            }
         }
         System.out.println(success ? "Nice!!" : "Fucking Fucked!");
     }

src/leo/class01_01/BubbleSort.java

@@ -181,6 +181,19 @@ public class BubbleSort {
         }
     }
 
+    public static void bubbleSort13(int[] arr) {
+        if (arr.length < 2 || arr == null) {
+            return;
+        }
+        for (int i = arr.length - 1; i >= 0; i--) {
+            for (int j = 0; j < i; j++) {
+                if (arr[j] > arr[i]) {
+                    swap(arr, j, i);
+                }
+            }
+        }
+
+    }
 
     /**
      * 功能描述 : 交换
@@ -212,7 +225,7 @@ public class BubbleSort {
         for (int i = 0; i < testOfTime; i++) {
             int[] arr = ArrayUtil.randomArray(maxSize, range);
             int[] anotherArr = ArrayUtil.copyArray(arr);
-            bubbleSort12(arr);
+            bubbleSort13(arr);
             Arrays.sort(anotherArr);
             if (!ArrayUtil.isEqual(arr, anotherArr)) {
                 succeed = false;

src/leo/class01_01/InsertionSort.java

@@ -197,6 +197,28 @@ public class InsertionSort {
         }
     }
 
+    public static void insertionSort15(int[] arr) {
+        if (arr.length < 2 || arr == null) {
+            return;
+        }
+        for (int i = 1; i < arr.length; i++) {
+            for (int j = i - 1; j >= 0 && arr[j] > arr[j + 1]; j--) {
+                swap(arr, j, j + 1);
+            }
+        }
+    }
+
+    public static void insertionSort16(int[] arr) {
+        if (arr.length < 2 || arr == null) {
+            return;
+        }
+        for (int i = 1; i < arr.length; i++) {
+            for (int j = i - 1; j >= 0 && arr[j] > arr[j + 1]; j--) {
+                swap(arr, j, j + 1);
+            }
+        }
+    }
+
     private static void swap(int[] arr, int i, int j) {
         if (arr == null
                 || arr.length < 2
@@ -221,7 +243,7 @@ public class InsertionSort {
         for (int i = 0; i < testOfTime; i++) {
             int[] arr = ArrayUtil.randomArray(maxSize, range);
             int[] anotherArr = ArrayUtil.copyArray(arr);
-            insertionSort14(arr);
+            insertionSort16(arr);
             Arrays.sort(anotherArr);
             if (!ArrayUtil.isEqual(arr, anotherArr)) {
                 succeed = false;

src/leo/class01_01/SelectionSort.java

@@ -190,6 +190,20 @@ public class SelectionSort {
         }
     }
 
+    public static void selectionSort13(int[] arr) {
+        if (arr.length < 2 || arr == null) {
+            return;
+        }
+        for (int i = 0; i < arr.length; i++) {
+            int l = i;
+            for (int j = i + 1; j < arr.length; j++) {
+                l = arr[l] > arr[j] ? j : l;
+            }
+            swap(arr, l, i);
+        }
+
+    }
+
     /**
      * 功能描述 : 交换
      * @author Leo
@@ -220,7 +234,7 @@ public class SelectionSort {
         for (int i = 0; i < testOfTime; i++) {
             int[] arr = ArrayUtil.randomArray(maxSize, range);
             int[] anotherArr = ArrayUtil.copyArray(arr);
-            selectionSort12(arr);
+            selectionSort13(arr);
             Arrays.sort(anotherArr);
             if (!ArrayUtil.isEqual(arr, anotherArr)) {
                 succeed = false;

src/leo/class01_02/EvenTimesOddTimes.java

@@ -83,6 +83,17 @@ public class EvenTimesOddTimes {
         System.out.println(eor);
     }
 
+    public static void printOdd8(int[] arr) {
+        if (arr == null || arr.length == 0) {
+            return;
+        }
+        int eor = 0;
+        for (int i = 0; i < arr.length; i++) {
+            eor ^= arr[i];
+        }
+        System.out.println(eor);
+
+    }
 
     /**
      * 功能描述 : 有两种数出现了奇数次,找出他
@@ -225,12 +236,27 @@ public class EvenTimesOddTimes {
         System.out.println(anotherEor + "  " + (eor ^ anotherEor));
     }
 
+    public static void printOddTwo9(int[] arr) {
+        int eor = 0;
+        for (int i = 0; i < arr.length; i++) {
+            eor ^= arr[i];
+        }
+        int right = eor & (-eor);
+        int antherEor = 0;
+        for (int num : arr) {
+            if ((num & right) != 0) {
+                antherEor ^= num;
+            }
+        }
+        System.out.println(antherEor + "  " + (eor ^ antherEor));
+    }
+
     public static void main(String[] args){
         int[] arrOne = {1, 1, 5, 5, 8, 1, 8, 5, 5};
 
-        printOdd7(arrOne);
+        printOdd8(arrOne);
         int[] arrTwo = {1, 1, 9, 5, 5, 8, 1, 8, 9, 5, 5, 5};
-        printOddTwo8(arrTwo);
+        printOddTwo9(arrTwo);
 
     }
 

src/leo/class01_02/KM.java

@@ -225,6 +225,44 @@ public class KM {
 
     }
 
+    public static int onlyKTime8(int[] arr, int k, int m) {
+        if (arr == null || arr.length == 0) {
+            return -1;
+        }
+        int[] t = new int[32];
+        for (int num : arr) {
+            for (int i = 0; i < t.length; i++) {
+                t[i] += (num >> i) & 1;
+            }
+        }
+        int ans = 0;
+        for (int i = 0; i < t.length; i++) {
+            if (t[i] % m != 0) {
+                if (t[i] % m == k) {
+                    ans |= (1 << i);
+                } else {
+                    return -1;
+                }
+            }
+        }
+        if (ans == 0) {
+            int count = 0;
+            for (int num : arr) {
+                if (num == 0) {
+                    count++;
+                }
+
+            }
+            if (count == k) {
+                return 0;
+            }else {
+                return -1;
+            }
+        }
+        return ans;
+
+    }
+
     public static void main(String[] args) {
         int maxKinds = 20;
         int range = 50;
@@ -241,7 +279,7 @@ public class KM {
             }
             int[] arr = randomArray(maxKinds, range, k, m);
 
-            int ans = onlyKTime7(arr, k, m);
+            int ans = onlyKTime8(arr, k, m);
             int ans2 = testForOnlyKTimes(arr, k, m);
             if (ans != ans2) {
                 System.out.println(ans);

src/leo/class02_03/DeleteGivenValue.java

@@ -147,6 +147,54 @@ public class DeleteGivenValue {
 
     }
 
+    public static Node removeNodeOfValue5(Node head, int value) {
+        if (head == null) {
+            return null;
+        }
+        while (head != null) {
+            if (head.value != value) {
+                break;
+            }
+            head = head.next;
+        }
+        Node cur = head;
+        Node pre = head;
+        while (cur != null) {
+            if (cur.value == value) {
+                pre.next = cur.next;
+            }else{
+                pre = cur;
+            }
+            cur = cur.next;
+
+        }
+        return head;
+    }
+
+
+    public static Node removeNodeOfValue6(Node head, int value) {
+        if (head == null) {
+            return null;
+        }
+        while (head != null) {
+            if (head.value != value) {
+                break;
+            }
+            head = head.next;
+        }
+        Node pre = head;
+        Node cur = head;
+        while (cur != null) {
+            if (cur.value == value) {
+                pre.next = cur.next;
+            }else {
+                pre = cur;
+            }
+            cur = cur.next;
+        }
+        return head;
+    }
+
     /**
      * 功能描述 : 双链表删除某个给定值
      * @author Leo
@@ -339,6 +387,35 @@ public class DeleteGivenValue {
         return head;
     }
 
+
+    public static DoubleNode removeDoubleNodeOfValue7(DoubleNode head,int value) {
+        if (head == null) {
+            return null;
+        }
+        while (head != null) {
+            if (head.value != value) {
+                head.pre = null;
+                break;
+            }
+            head = head.next;
+        }
+
+        DoubleNode pre = head;
+        DoubleNode cur = head;
+        while (cur != null) {
+            if (cur.value == value) {
+                pre.next = cur.next;
+                cur.pre = null;
+                if (cur.next != null) {
+                    pre.next.pre = pre;
+                }
+            } else {
+                pre = cur;
+            }
+            cur = cur.next;
+        }
+        return head;
+    }
     /**
      * 功能描述 : 验证单链表删除结果
      * @author Leo
@@ -445,14 +522,14 @@ public class DeleteGivenValue {
         for (int i = 0; i < testTime; i++) {
             int value = randomInt(range);
             Node nodeHead = randomNode(sizeMax, range);
-            Node node = removeNodeOfValue4(nodeHead, value);
+            Node node = removeNodeOfValue6(nodeHead, value);
 
             if (!verifyRemoveNodeOfValue(node,value)) {
                 System.out.println("node fuck!");
                 break;
             }
             DoubleNode doubleNodeHead = randomDoubleNode(sizeMax, range);
-            DoubleNode doubleNode = removeDoubleNodeOfValue6(doubleNodeHead, value);
+            DoubleNode doubleNode = removeDoubleNodeOfValue7(doubleNodeHead, value);
             if (!verifyRemoveDoubleNodeOfValue(doubleNode, value)) {
                 System.out.println("doubleNode fuck");
                 break;

src/leo/class02_03/GetMax.java

@@ -42,6 +42,22 @@ public class GetMax {
         return Math.max(leftMax, rightMax);
     }
 
+    private static int getMax2(int[] arr) {
+        if (arr.length == 0 || arr == null) {
+            return 0;
+        }
+        return process2(arr, 0, arr.length-1);
+    }
+
+    private static int process2(int[] arr, int l, int r) {
+        if (l == r) {
+            return arr[l];
+        }
+        int m = l + ((r - l) >> 1);
+        int left = process2(arr, l, m);
+        int right = process2(arr, m + 1, r);
+        return Math.max(left, right);
+    }
     private static int testGetMax(int[] arr) {
         Arrays.sort(arr);
         return arr[arr.length - 1];
@@ -55,7 +71,7 @@ public class GetMax {
 
         for (int i = 0; i < testTime; i++) {
             int[] arr = ArrayUtil.randomAdjacentNotEqualArray(maxSize, range);
-            int max = getMax1(arr);
+            int max = getMax2(arr);
             int testMax = testGetMax(arr);
             if (max != testMax) {
                 System.out.println("fuck");

src/leo/class02_03/GetMinStack.java

@@ -1,5 +1,7 @@
 package leo.class02_03;
 
+import sun.jvm.hotspot.jdi.IntegerTypeImpl;
+
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
@@ -177,6 +179,43 @@ public class GetMinStack {
         }
     }
 
+    public static class MyStack9 {
+        Stack<Integer> data;
+        Stack<Integer> min;
+
+        public MyStack9() {
+            this.data = new Stack<>();
+            this.min = new Stack<>();
+        }
+
+        public void push(int v) {
+            if (min.size() == 0) {
+                min.push(v);
+            } else if (getMin() >= v) {
+                min.push(v);
+            }
+            this.data.push(v);
+        }
+
+        public int pop() {
+            Integer v = this.data.pop();
+            if (v == getMin()) {
+                this.min.pop();
+            }
+            return v;
+        }
+        public int getMin() {
+            if (this.min.isEmpty()) {
+                throw new RuntimeException("Stack is Empty");
+            }
+            return this.min.peek();
+        }
+
+        public boolean isEmpty() {
+            return data.size() == 0;
+        }
+    }
+
     /**
      * 只有最小值入栈,最小值重复入栈
      */
@@ -342,6 +381,47 @@ public class GetMinStack {
         }
     }
 
+    public static class MyStack10 {
+        Stack<Integer> data;
+        Stack<Integer> min;
+
+        public MyStack10() {
+            this.data = new Stack<>();
+            this.min = new Stack<>();
+        }
+
+        public boolean isEmpty() {
+            return data.size() == 0;
+        }
+
+        public void push(int v) {
+            if (min.isEmpty()) {
+                min.push(v);
+            } else if (getMin() > v) {
+                this.min.push(v);
+            }else {
+                min.push(this.min.peek());
+            }
+            this.data.push(v);
+        }
+
+        public int pop() {
+            if (data.isEmpty()) {
+                throw new RuntimeException("Stack is Empty");
+            }
+            Integer v = data.pop();
+            this.min.pop();
+            return v;
+        }
+
+        public int getMin() {
+            if (this.min.isEmpty()) {
+                throw new RuntimeException("Stack is Empty");
+            }
+            return this.min.peek();
+        }
+    }
+
     /**
      * 用list实现 只存最小值的索引
      */
@@ -432,7 +512,7 @@ public class GetMinStack {
         System.out.println("Start!");
 
         for (int i = 0; i < testTime; i++) {
-            MyStack8 myStack = new MyStack8();
+            MyStack10 myStack = new MyStack10();
             TestMyStack testMyStack = new TestMyStack();
             for (int j = 0; j < forTime; j++) {
                 if (Math.random() < 0.5) {

src/leo/class02_03/LinkedList.java

@@ -195,6 +195,21 @@ public class LinkedList {
         return pre;
     }
 
+    public static Node reverseNode12(Node head) {
+        if (head == null) {
+            return null;
+        }
+        Node pre = null;
+        Node next = null;
+        while (head != null) {
+            next = head.next;
+            head.next = pre;
+            pre = head;
+            head = next;
+        }
+        return pre;
+    }
+
     public static DoubleNode reverseDoubleNode(DoubleNode head) {
         DoubleNode pre = null;
         DoubleNode next;
@@ -438,7 +453,7 @@ public class LinkedList {
         for (int i = 0; i < testTime; i++) {
             Node head = randomNode(maxSize, range);
             List<Node> nodeList = nodeToList(head);
-            Node node = reverseNode11(head);
+            Node node = reverseNode12(head);
             if (!verifyReverseListAndNode(nodeList, node)) {
                 System.out.println("nodeFuck!!");
                 break;

src/leo/class02_03/RingArray.java

@@ -226,13 +226,52 @@ public class RingArray {
 
     }
 
+    public static class MyQueue5 {
+        int[] arr ;
+        int size;
+        int offer;
+        int poll;
+        final int limit;
+
+        public MyQueue5(int limit) {
+            this.arr = new int[limit];
+            this.size = 0;
+            this.offer = 0;
+            this.poll = 0;
+            this.limit = limit;
+        }
+
+        public boolean isEmpty() {
+            return this.size == 0;
+        }
+        public void push(int v){
+            if (size == limit) {
+                throw new RuntimeException("queue is full");
+            }
+            arr[offer] = v;
+            size++;
+            offer = offer < limit - 1 ? offer + 1 : 0;
+        }
+
+        public int poll() {
+            if (size == 0) {
+                throw new RuntimeException("queue is empty");
+            }
+            int v = arr[poll];
+            size--;
+            poll = poll < limit - 1 ? poll + 1 : 0;
+            return v;
+        }
+
+    }
+
     public static void main(String[] args) {
         int testTime = 10000;
         int range = 100;
         int sizeMax = 80;
         for (int i = 0; i < testTime; i++) {
             int length = randomInt(sizeMax);
-            MyQueue4 myQueue = new MyQueue4(length);
+            MyQueue5 myQueue = new MyQueue5(length);
             Queue<Integer> queue = new LinkedList<>();
             for (int j = 0; j < length; j++) {
                 int value = randomInt(range);

src/leo/class02_03/StackAndQueue.java

@@ -370,7 +370,81 @@ public class StackAndQueue {
 
     }
 
+    public static class DoubleNodeStackAndQueue1<T> {
+        class DoubleNode<T>{
+            T value;
+            DoubleNode pre;
+            DoubleNode next;
+            public DoubleNode(T v){
+                this.value = v;
+            }
+        }
+
+        private DoubleNode<T> tail;
+        private DoubleNode<T> head;
+
+        public void pushHead(T v) {
+            DoubleNode node = new DoubleNode(v);
+            if (head == null) {
+                tail = node;
+                head = node;
+            }else {
+                node.next = head;
+                head.pre = node;
+                head = node;
+            }
+        }
+        public void pushTail(T v) {
+            DoubleNode node = new DoubleNode(v);
+            if (tail == null) {
+                tail = node;
+                head = node;
+            }else {
+                tail.next = node;
+                node.pre = tail;
+                tail = node;
+            }
+        }
 
+        public T popHead() {
+            if (head == null) {
+                return null;
+            }
+            T v = head.value;
+            if (head.next != null) {
+                head = head.next;
+                head.pre.next = null;
+                head.pre = null;
+            } else {
+                head = null;
+                tail = null;
+            }
+            return v;
+        }
+
+        public T popTail() {
+            if (tail == null) {
+                return null;
+            }
+            T value = tail.value;
+            if (tail.pre == null) {
+                tail = null;
+                head = null;
+            } else {
+                tail = tail.pre;
+                tail.next.pre = null;
+                tail.next = null;
+            }
+            return value;
+        }
+
+        public boolean isEmpty() {
+            return head == null;
+        }
+
+
+
+    }
 
     /**
      * @author Leo
@@ -481,6 +555,27 @@ public class StackAndQueue {
     }
 
 
+    public static class MyStack4<T>{
+
+        private DoubleNodeStackAndQueue1<T> myStack;
+
+        public MyStack4() {
+            myStack = new DoubleNodeStackAndQueue1<T>();
+        }
+
+        public void push(T value) {
+            myStack.pushHead(value);
+        }
+
+        public T pop() {
+            return myStack.popHead();
+        }
+
+        public boolean isEmpty() {
+            return myStack.isEmpty();
+        }
+    }
+
 
 
 
@@ -587,6 +682,25 @@ public class StackAndQueue {
         }
     }
 
+    public static class MyQueue4<T> {
+        DoubleNodeStackAndQueue1<T> myQueue;
+
+        public MyQueue4() {
+            myQueue = new DoubleNodeStackAndQueue1<>();
+        }
+
+        public void push(T v) {
+            myQueue.pushHead(v);
+        }
+
+        public T poll() {
+            return myQueue.popTail();
+        }
+
+        public boolean isEmpty() {
+            return myQueue.isEmpty();
+        }
+    }
 
 
     public static boolean isEqual(Integer o1, Integer o2) {
@@ -607,8 +721,8 @@ public class StackAndQueue {
         int forTime = 1000;
         int range = 8000;
         for (int i = 0; i < forTime; i++) {
-            MyStack3<Integer> myStack = new MyStack3<>();
+            MyStack4<Integer> myStack = new MyStack4<>();
-            MyQueue3<Integer> myQueue = new MyQueue3<>();
+            MyQueue4<Integer> myQueue = new MyQueue4<>();
             Stack<Integer> stack = new Stack<>();
             Queue<Integer> queue = new LinkedList<>();
             for (int j = 0; j < testTime; j++) {

src/leo/class09_14/BestArrange.java

@@ -0,0 +1,170 @@
+package leo.class09_14;
+
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.PriorityQueue;
+
+/**
+ * @author Leo
+ * @ClassName BestArrange
+ * @DATE 2020/12/22 4:22 下午
+ * @Description 贪心策略
+ * 1353. 最多可以参加的会议数目
+ * 一些项目要占用一个会议室宣讲，会议室不能同时容纳两个项目的宣讲。
+ * 给你每一个项目开始的时间和结束的时间
+ * 你来安排宣讲的日程，要求会议室进行的宣讲的场次最多。
+ * 返回最多的宣讲场次。
+ */
+public class BestArrange {
+    public static class Program {
+        public int start;
+        public int end;
+
+        public Program(int start, int end) {
+            this.start = start;
+            this.end = end;
+        }
+    }
+
+    static class Code {
+        static class ProgramComparator implements Comparator<Program> {
+
+            @Override
+            public int compare(Program o1, Program o2) {
+                return o1.end - o2.end;
+            }
+        }
+        public static int bestArrange(Program[] program) {
+            Arrays.sort(program, new ProgramComparator());
+            int end = 0;
+            int result = 0;
+            for (int i = 0; i < program.length; i++) {
+                if (end <= program[i].start) {
+                    result++;
+                    end = program[i].end;
+                }
+            }
+            return result;
+        }
+
+    }
+
+    static class Code1 {
+
+        public static int bestArrange(Program[] program) {
+            Arrays.sort(program, new ProgramComparator());
+            int res = 0;
+            int end = 0;
+            for (int i = 0; i < program.length; i++) {
+                if (end <= program[i].start) {
+                    res++;
+                    end = program[i].end;
+                }
+            }
+            return res;
+        }
+
+        static class ProgramComparator implements Comparator<Program> {
+            public int compare(Program p1, Program p2) {
+                return p1.end - p2.end;
+            }
+        }
+    }
+
+    static class Code2 {
+        static int bestArrange(Program[] program) {
+            Arrays.sort(program, new ProgramComparator());
+            int end = 0;
+            int count = 0;
+            for (int i = 0; i < program.length; i++) {
+                if (end <= program[i].start) {
+                    count++;
+                    end = program[i].end;
+                }
+            }
+            return count;
+        }
+
+        static class ProgramComparator implements Comparator<Program> {
+            @Override
+            public int compare(Program o1, Program o2) {
+                return o1.end - o2.end;
+            }
+
+        }
+    }
+
+    static class Violence {
+        // 暴力！所有情况都尝试！
+        public static int bestArrange1(Program[] programs) {
+            if (programs == null || programs.length == 0) {
+                return 0;
+            }
+            return process(programs, 0, 0);
+        }
+
+        // 还剩下的会议都放在programs里
+        // done之前已经安排了多少会议的数量
+        // timeLine目前来到的时间点是什么
+
+        // 目前来到timeLine的时间点，已经安排了done多的会议，剩下的会议programs可以自由安排
+        // 返回能安排的最多会议数量
+        public static int process(Program[] programs, int done, int timeLine) {
+            if (programs.length == 0) {
+                return done;
+            }
+            // 还剩下会议
+            int max = done;
+            // 当前安排的会议是什么会，每一个都枚举
+            for (int i = 0; i < programs.length; i++) {
+                if (programs[i].start >= timeLine) {
+                    Program[] next = copyButExcept(programs, i);
+                    max = Math.max(max, process(next, done + 1, programs[i].end));
+                }
+            }
+            return max;
+        }
+
+        public static Program[] copyButExcept(Program[] programs, int i) {
+            Program[] ans = new Program[programs.length - 1];
+            int index = 0;
+            for (int k = 0; k < programs.length; k++) {
+                if (k != i) {
+                    ans[index++] = programs[k];
+                }
+            }
+            return ans;
+        }
+
+    }
+
+
+    // for test
+    public static Program[] generatePrograms(int programSize, int timeMax) {
+        Program[] ans = new Program[(int) (Math.random() * (programSize + 1))];
+        for (int i = 0; i < ans.length; i++) {
+            int r1 = (int) (Math.random() * (timeMax + 1));
+            int r2 = (int) (Math.random() * (timeMax + 1));
+            if (r1 == r2) {
+                ans[i] = new Program(r1, r1 + 1);
+            } else {
+                ans[i] = new Program(Math.min(r1, r2), Math.max(r1, r2));
+            }
+        }
+        return ans;
+    }
+
+    public static void main(String[] args) {
+        int programSize = 12;
+        int timeMax = 20;
+        int timeTimes = 1000000;
+        for (int i = 0; i < timeTimes; i++) {
+            Program[] programs = generatePrograms(programSize, timeMax);
+            if (Code2.bestArrange(programs) != Violence.bestArrange1(programs)) {
+                System.out.println("Oops!");
+            }
+        }
+        System.out.println("finish!");
+    }
+}
+

src/leo/class09_14/IPO.java

@@ -0,0 +1,75 @@
+package leo.class09_14;
+
+import java.util.Comparator;
+import java.util.PriorityQueue;
+
+/**
+ * @author Leo
+ * @ClassName IPO
+ * @DATE 2020/12/22 5:17 下午
+ * @Description
+ * 输入: 正数数组costs、正数数组profits、正数K、正数M
+ * costs[i]表示i号项目的花费
+ * profits[i]表示i号项目在扣除花费之后还能挣到的钱(利润)
+ * K表示你只能串行的最多做k个项目
+ * M表示你初始的资金
+ * 说明: 每做完一个项目，马上获得的收益，可以支持你去做下一个项目。不能并行的做项目。
+ * 输出：你最后获得的最大钱数。
+ */
+public class IPO {
+
+
+    /**
+     * 功能描述 :
+     * @author Leo
+     * @date 2020/12/22 5:56 下午
+     * @param K 能做几次项目
+     * @param W 初始资金
+     * @param Profits 收益
+     * @param Capital 成本
+     * @throw
+     * @return int
+     */
+    public static int findMaximizedCapital(int K, int W, int[] Profits, int[] Capital) {
+
+        PriorityQueue<Program> minC = new PriorityQueue<>(new MinCComparator());
+        PriorityQueue<Program> maxP = new PriorityQueue<>(new MaxPComparator());
+        for (int i = 0; i < Profits.length; i++) {
+            minC.add(new Program(Profits[i], Capital[i]));
+        }
+        for (int i = 0; i < K; i++) {
+            while (!minC.isEmpty() && minC.peek().c <= W) {
+                maxP.add(minC.poll());
+            }
+            if (maxP.isEmpty()) {
+                return W;
+            }
+            W += maxP.poll().p;
+        }
+        return W;
+    }
+    static class MinCComparator implements Comparator<Program> {
+        public int compare(Program p1, Program p2) {
+            return p1.c - p2.c;
+        }
+    }
+
+    static class MaxPComparator implements Comparator<Program> {
+        public int compare(Program p1,Program p2) {
+            return p2.p - p1.p;
+        }
+
+    }
+
+    static class Program {
+        //收益
+        int p;
+        //成本
+        int c;
+
+        public Program(int p, int c) {
+            this.p = p;
+            this.c = c;
+        }
+    }
+}

src/leo/class09_14/LessMoneySplitGold.java

@@ -0,0 +1,119 @@
+package leo.class09_14;
+
+import java.util.PriorityQueue;
+
+/**
+ * @author Leo
+ * @ClassName LessMoneySplitGold
+ * @DATE 2020/12/22 4:54 下午
+ * @Description
+ * 贪心策略
+ * 一块金条切成两半，是需要花费和长度数值一样的铜板的。
+ * 比如长度为20的金条，不管怎么切，都要花费20个铜板。 一群人想整分整块金条，怎么分最省铜板?
+ *
+ * 例如,给定数组{10,20,30}，代表一共三个人，整块金条长度为60，金条要分成10，20，30三个部分。
+ *
+ * 如果先把长度60的金条分成10和50，花费60; 再把长度50的金条分成20和30，花费50;一共花费110铜板。
+ * 但如果先把长度60的金条分成30和30，花费60;再把长度30金条分成10和20， 花费30;一共花费90铜板。
+ * 输入一个数组，返回分割的最小代价。
+ */
+public class LessMoneySplitGold {
+
+    static class Code {
+        static int lessMoney(int[] arr) {
+            PriorityQueue<Integer> queue = new PriorityQueue<>();
+            for (int i = 0; i < arr.length; i++) {
+                queue.offer(arr[i]);
+            }
+            int sum = 0;
+            int cur = 0;
+            while (queue.size() > 1) {
+                cur = queue.poll() + queue.poll();
+                sum += cur;
+                queue.offer(cur);
+            }
+            return sum;
+        }
+
+    }
+
+    static class Code1 {
+        static int lessMoney(int[] arr) {
+            PriorityQueue<Integer> queue = new PriorityQueue<>();
+            for (int i = 0; i < arr.length; i++) {
+                queue.offer(arr[i]);
+            }
+            int sum = 0;
+            int cur = 0;
+            while (queue.size() > 1) {
+                cur = queue.poll() + queue.poll();
+                sum += cur;
+                queue.offer(cur);
+            }
+            return sum;
+        }
+
+    }
+
+    static class Violence {
+        // 纯暴力！
+        public static int lessMoney(int[] arr) {
+            if (arr == null || arr.length == 0) {
+                return 0;
+            }
+            return process(arr, 0);
+        }
+
+        // 等待合并的数都在arr里，pre之前的合并行为产生了多少总代价
+        // arr中只剩一个数字的时候，停止合并，返回最小的总代价
+        public static int process(int[] arr, int pre) {
+            if (arr.length == 1) {
+                return pre;
+            }
+            int ans = Integer.MAX_VALUE;
+            for (int i = 0; i < arr.length; i++) {
+                for (int j = i + 1; j < arr.length; j++) {
+                    ans = Math.min(ans, process(copyAndMergeTwo(arr, i, j), pre + arr[i] + arr[j]));
+                }
+            }
+            return ans;
+        }
+
+        public static int[] copyAndMergeTwo(int[] arr, int i, int j) {
+            int[] ans = new int[arr.length - 1];
+            int ansi = 0;
+            for (int arri = 0; arri < arr.length; arri++) {
+                if (arri != i && arri != j) {
+                    ans[ansi++] = arr[arri];
+                }
+            }
+            ans[ansi] = arr[i] + arr[j];
+            return ans;
+        }
+
+    }
+
+
+    // for test
+    public static int[] generateRandomArray(int maxSize, int maxValue) {
+        int[] arr = new int[(int) ((maxSize + 1) * Math.random())];
+        for (int i = 0; i < arr.length; i++) {
+            arr[i] = (int) (Math.random() * (maxValue + 1));
+        }
+        return arr;
+    }
+
+    public static void main(String[] args) {
+        int testTime = 100000;
+        int maxSize = 6;
+        int maxValue = 1000;
+        System.out.println("start");
+        for (int i = 0; i < testTime; i++) {
+            int[] arr = generateRandomArray(maxSize, maxValue);
+            if (Violence.lessMoney(arr) != Code1.lessMoney(arr)) {
+                System.out.println("Oops!");
+            }
+        }
+        System.out.println("end!");
+    }
+}

src/leo/class09_14/Light.java

@@ -0,0 +1,103 @@
+package leo.class09_14;
+
+import java.util.HashSet;
+
+/**
+ * @author Leo
+ * @ClassName Light
+ * @DATE 2020/12/22 4:19 下午
+ * @Description
+ * 给定一个字符串str，只由‘X’和‘.’两种字符构成。
+ * ‘X’表示墙，不能放灯，也不需要点亮
+ * ‘.’表示居民点，可以放灯，需要点亮
+ * 如果灯放在i位置，可以让i-1，i和i+1三个位置被点亮
+ * 返回如果点亮str中所有需要点亮的位置，至少需要几盏灯
+ */
+public class Light {
+
+    static class Code {
+        static int minLight(String s) {
+            if (s == null || s.length() == 0) {
+                return 0;
+            }
+            char[] chars = s.toCharArray();
+            int i = 0;
+            int l = 0;
+            while (i < chars.length) {
+                if (chars[i] == 'X') {
+                    i++;
+                }else{
+                    l++;
+                    if (i + 1 == chars.length) {
+                        break;
+                    } else if (chars[i + 1] == 'X') {
+                        i += 2;
+                    }else {
+                        i += 3;
+                    }
+                    }
+            }
+            return l;
+        }
+    }
+
+    static class Violence {
+        public static int minLight(String road) {
+            if (road == null || road.length() == 0) {
+                return 0;
+            }
+            return process(road.toCharArray(), 0, new HashSet<>());
+        }
+
+        // str[index....]位置，自由选择放灯还是不放灯
+        // str[0..index-1]位置呢？已经做完决定了，那些放了灯的位置，存在lights里
+        // 要求选出能照亮所有.的方案，并且在这些有效的方案中，返回最少需要几个灯
+        public static int process(char[] str, int index, HashSet<Integer> lights) {
+            if (index == str.length) { // 结束的时候
+                for (int i = 0; i < str.length; i++) {
+                    if (str[i] != 'X') { // 当前位置是点的话
+                        if (!lights.contains(i - 1) && !lights.contains(i) && !lights.contains(i + 1)) {
+                            return Integer.MAX_VALUE;
+                        }
+                    }
+                }
+                return lights.size();
+            } else { // str还没结束
+                // i X .
+                int no = process(str, index + 1, lights);
+                int yes = Integer.MAX_VALUE;
+                if (str[index] == '.') {
+                    lights.add(index);
+                    yes = process(str, index + 1, lights);
+                    lights.remove(index);
+                }
+                return Math.min(no, yes);
+            }
+        }
+    }
+
+    // for test
+    public static String randomString(int len) {
+        char[] res = new char[(int) (Math.random() * len) + 1];
+        for (int i = 0; i < res.length; i++) {
+            res[i] = Math.random() < 0.5 ? 'X' : '.';
+        }
+        return String.valueOf(res);
+    }
+
+    public static void main(String[] args) {
+        int len = 20;
+        int testTime = 100000;
+        System.out.println("start");
+        for (int i = 0; i < testTime; i++) {
+            String test = randomString(len);
+            int ans1 = Violence.minLight(test);
+            int ans2 = Code.minLight(test);
+            if (ans1 != ans2) {
+                System.out.println("oops!");
+            }
+        }
+        System.out.println("finish!");
+    }
+
+}

src/leo/class09_14/UnionFindClass.java

@@ -0,0 +1,83 @@
+package leo.class09_14;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Stack;
+
+/**
+ * @author Leo
+ * @ClassName UnionFind
+ * @DATE 2020/12/23 11:31 上午
+ * @Description 并查集
+ */
+public class UnionFindClass {
+
+    static class Node<V>{
+        V value;
+        public Node(V v){
+            this.value = v;
+        }
+    }
+
+    public class UnionFind<V> {
+        HashMap<V,Node<V>> nodes;
+        HashMap<Node<V>,Node<V>> parents;
+        HashMap<Node<V>, Integer> sizeMap;
+
+
+        public UnionFind(List<V> list) {
+            nodes = new HashMap<>();
+            parents = new HashMap<>();
+            sizeMap = new HashMap<>();
+            for (V v : list) {
+                Node node = new Node(v);
+                nodes.put(v, node);
+                parents.put(node, node);
+                sizeMap.put(node, 1);
+            }
+
+        }
+
+
+        public void union(V a,V b) {
+            Node<V> aF = findFather(a);
+            Node<V> bF = findFather(b);
+            if (aF != bF) {
+                Integer aSize = sizeMap.get(a);
+                Integer bSize = sizeMap.get(b);
+                Node big = aSize >= bSize ? aF : bF;
+                Node small = big == aF ? bF : aF;
+                parents.put(small, big);
+                sizeMap.put(big, bSize + aSize);
+                sizeMap.remove(small);
+            }
+        }
+        //判断两个变量是否处于同一个集合.
+        public boolean isSameSet(V a,V b){
+            Node<V> aF = findFather(a);
+            Node<V> bF = findFather(b);
+            return aF == bF;
+        }
+        //找顶级父节点.
+        public Node<V> findFather(V v){
+            Stack<Node<V>> stack = new Stack<>();
+            Node cur = nodes.get(v);
+            //如果顶级父节点不是自己,就代表还有父节点.
+            while (cur != parents.get(cur)) {
+                //记录找过的父节点
+                stack.push(cur);
+                cur = parents.get(cur);
+            }
+            //将找过的父节点的父节点设置为顶级父节点
+            while (!stack.isEmpty()) {
+                parents.put(stack.pop(), cur);
+            }
+            return cur;
+        }
+
+        public int sets() {
+            return sizeMap.size();
+        }
+    }
+
+}

src/leo/class09_15/FriendCircles.java

@@ -0,0 +1,79 @@
+package leo.class09_15;
+
+/**
+ * @author Leo
+ * @ClassName FriendCircles
+ * @DATE 2020/12/23 2:49 下午
+ * @Description
+ * 547 测试链接：https://leetcode.com/problems/friend-circles/
+ */
+public class FriendCircles {
+
+    public int findCircleNum(int[][] M) {
+        int n = M.length;
+        UnionFind unionFind = new UnionFind(n);
+        for (int i = 0; i < n; i++) {
+            for (int j = i + 1; j < n; j++) {
+                if (M[i][j] == 1) {
+                    unionFind.union(i, j);
+                }
+            }
+
+        }
+        return unionFind.sets;
+    }
+
+
+    public class UnionFind {
+        // i的父级节点是parent[i]
+        int[] parent;
+        // i的集合大小为size[i]
+        int[] size;
+        //辅助结构
+        int[] help;
+        //一共多少个集合
+        int sets;
+        public UnionFind(int n) {
+
+            parent = new int[n];
+            size = new int[n];
+            help = new int[n];
+            sets = n;
+            for (int i = 0; i < n; i++) {
+                parent[i] = i;
+                size[i] = 1;
+            }
+        }
+
+        public int find(int i) {
+            int h = 0;
+            while (i != parent[i]) {
+                help[h++] = i;
+                i = parent[i];
+            }
+            for (h--; h >= 0; h--) {
+                parent[help[h]] = i;
+            }
+            return i;
+        }
+
+
+        public void union(int i, int j) {
+            int iF = find(i);
+            int jF = find(j);
+            if (jF != iF) {
+                int iSize = size[iF];
+                int jSize = size[jF];
+                int big = iSize >= jSize ? iF : jF;
+                int small = big == iF ? jF : iF;
+                parent[small] = big;
+                size[big] = jSize + iSize;
+                sets--;
+            }
+        }
+
+        public int sets() {
+            return sets;
+        }
+    }
+}

src/leo/class09_15/NumberOfIslands.java

@@ -0,0 +1,257 @@
+package leo.class09_15;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Stack;
+
+/**
+ * @author Leo
+ * @ClassName NumberOfIslands
+ * @DATE 2020/12/23 3:26 下午
+ * @Description 岛问题1
+ * 200
+ * 测试链接：https://leetcode.com/problems/number-of-islands/
+ */
+public class NumberOfIslands {
+
+    static class Code1 {
+        static class C{
+            public static int numIslands(char[][] grid) {
+                int count = 0;
+                for (int i = 0; i < grid.length; i++) {
+                    for (int j = 0; j < grid[0].length; j++) {
+                        if (grid[i][j] == '1') {
+                            count++;
+                            infect(grid, i, j);
+                        }
+                    }
+                }
+                return count;
+            }
+
+            private static void infect(char[][] grid, int r, int c) {
+                if (r < 0 || r == grid.length || c < 0 || c == grid[0].length || grid[r][c] != '1') {
+                    return;
+                }
+                grid[r][c] = '2';
+                infect(grid, r-1, c);
+                infect(grid, r+1, c);
+                infect(grid, r, c-1);
+                infect(grid, r, c+1);
+            }
+        }
+
+    }
+
+    static class Code2 {
+
+        static class C {
+            public static int numIslands(char[][] grid) {
+                List<Dot> list = new ArrayList<>();
+                int r = grid.length;
+                int c = grid[0].length;
+                Dot[][] dot = new Dot[r][c];
+                for (int i = 0; i < r; i++) {
+                    for (int j = 0; j < c; j++) {
+                        if (grid[i][j] == '1') {
+                            dot[i][j] = new Dot();
+                            list.add(dot[i][j]);
+                        }
+                    }
+                }
+                UnionFind<Dot> unionFind = new UnionFind<>(list);
+                //第一列每一行与上面合并,
+                for (int i = 1; i < r; i++) {
+                    if (grid[i - 1][0] == '1' && grid[i][0] == '1') {
+                        unionFind.union(dot[i - 1][0], dot[i][0]);
+                    }
+                }
+                //第一行每一列与左面合并.
+                for (int i = 1; i < c; i++) {
+                    if (grid[0][i - 1] == '1' && grid[0][i] == '1') {
+                        unionFind.union(dot[0][i - 1], dot[0][i]);
+                    }
+                }
+                //除了第一行和第一列 每个位置与自己的左侧和上方合并.
+                for (int i = 1; i < r; i++) {
+                    for (int j = 1; j < c; j++) {
+                        if (grid[i][j] == '1') {
+                            if (grid[i - 1][j] == '1') {
+                                unionFind.union(dot[i][j], dot[i - 1][j]);
+                            }
+                            if (grid[i][j - 1] == '1') {
+                                unionFind.union(dot[i][j], dot[i][j - 1]);
+
+                            }
+
+                        }
+                    }
+                }
+                return unionFind.sets();
+            }
+            static class UnionFind<V> {
+                HashMap<V,Node<V>> nodes ;
+                HashMap<Node<V>,Node<V>> parents;
+                HashMap<Node<V>,Integer> sizeMap;
+                public UnionFind(List<V> list){
+                    nodes = new HashMap<>();
+                    parents = new HashMap<>();
+                    sizeMap = new HashMap<>();
+                    for (V dot : list) {
+                        Node<V> node = new Node<V>(dot);
+                        nodes.put(dot, node);
+                        parents.put(node, node);
+                        sizeMap.put(node, 1);
+                    }
+                }
+
+                public Node<V> find(Node<V> node) {
+                    Stack<Node> stack = new Stack<>();
+                    while (node != parents.get(node)) {
+                        stack.push(node);
+                        node = parents.get(node);
+                    }
+                    while (!stack.isEmpty()) {
+                        parents.put(stack.pop(), node);
+                    }
+                    return node;
+                }
+
+                public void union(V a, V b) {
+                    Node<V> aF = find(nodes.get(a));
+                    Node<V> bF = find(nodes.get(b));
+                    if (aF != bF) {
+                        int aSize = sizeMap.get(aF);
+                        int bSize = sizeMap.get(bF);
+                        Node big = aSize >= bSize ? aF : bF;
+                        Node small = big == aF ? bF : aF;
+                        parents.put(small, big);
+                        sizeMap.put(big, aSize + bSize);
+                        sizeMap.remove(small);
+                    }
+                }
+
+                public int sets() {
+                    return sizeMap.size();
+                }
+            }
+            static class Dot {
+
+            }
+            static class Node<V> {
+                V value;
+                public Node(V v) {
+                    this.value = v;
+                }
+            }
+        }
+
+
+    }
+
+    static class Code3 {
+        //row col 对应下标 row * colTotal + col
+        static class C {
+            public static int numIslands(char[][] grid) {
+                int row = grid.length;
+                int col = grid[0].length;
+                UnionFind u = new UnionFind(grid);
+                //第一列中的元素与上合并
+                for (int i = 1; i < row; i++) {
+                    if (grid[i - 1][0] == '1' && grid[i][0] == '1') {
+                        u.union(i - 1, 0, i, 0);
+                    }
+                }
+                //第一行中的元素与左和合并
+                for (int i = 1; i < col; i++) {
+                    if (grid[0][i - 1] == '1' && grid[0][i] == '1') {
+                        u.union(0, i - 1, 0, i);
+                    }
+                }
+                //除了第一行和第一列每个元素与上 左 合并
+                for (int i = 1; i < row; i++) {
+                    for (int j = 1; j < col; j++) {
+                        if (grid[i][j] == '1') {
+                            if (grid[i - 1][j] == '1') {
+                                u.union(i, j, i - 1, j);
+                            }
+                            if (grid[i][j - 1] == '1') {
+                                u.union(i, j, i, j - 1);
+                            }
+                        }
+
+                    }
+                }
+                return u.sets();
+            }
+
+            static class UnionFind {
+                int[] parent;
+                int[] size;
+                int[] help;
+                int sets;
+                int col;
+
+                public UnionFind(char[][] grid) {
+                    int row = grid.length;
+                    col = grid[0].length;
+                    int n = row * col;
+                    parent = new int[n];
+                    size  = new int[n];
+                    help = new int[n];
+                    sets = 0;
+                    for (int i = 0; i < row; i++) {
+                        for (int j = 0; j < col; j++) {
+                            if (grid[i][j] == '1') {
+                                int index = getIndex(i, j);
+                                parent[index] = index;
+                                size[index] = 1;
+                                sets++;
+                            }
+                        }
+                    }
+                }
+
+                public int find(int i) {
+                    int h = 0;
+                    while (i != parent[i]) {
+                        help[h++] = i;
+                        i = parent[i];
+                    }
+                    for (h--; h >= 0; h--) {
+                        parent[help[h]] = i;
+                    }
+                    return i;
+                }
+
+                public void union(int r1, int c1, int r2, int c2) {
+                    int i1 = getIndex(r1, c1);
+                    int i2 = getIndex(r2, c2);
+                    int aF = find(i1);
+                    int bF = find(i2);
+                    if (aF != bF) {
+                        int aSize = size[aF];
+                        int bSize = size[bF];
+                        int big = aSize >= bSize ? aF : bF;
+                        int small = big == aF ? bF : aF;
+                        parent[small] = big;
+                        size[big] = bSize + aSize;
+                        sets--;
+                    }
+                }
+
+                public int sets() {
+                    return sets;
+                }
+                int getIndex(int r, int c) {
+                    return r * col + c;
+                }
+            }
+
+
+
+        }
+    }
+
+}