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数据结构与算法:链表

链表(Linked List)

  • 动态数组有个明显的缺点
  • 可能会造成内存空间的大量浪费
  • 链表可以办到用到多少就申请多少内存
  • 链表是一种链式存储的线性表,所有元素的内存地址不一定是连续的

链表的设计

链表的方法都和动态数组的方法一致,所以两者通过继承AbstractList,重写方法实现各自的功能。

清空元素

指定索引位置添加元素

删除元素

虚拟头节点

有时候为了让代码更加精简,统一所有节点的处理逻辑,可以在最前面增加一个虚拟的头结点(不存储数据)。因为在边界(index=0),这个位置的一些操作是要格外的注意,增加了虚拟头节点之后,这些操作便可以统一处理。

代码实现:单向链表

顶层接口:

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public interface MyList<E> {
    static final int ELEMENT_NOT_FOUND = -1;

    /**
     * 清楚所有元素
     */
    void clear();

    /**
     * 列表元数数量
     *
     * @return 数量
     */
    int size();

    /**
     * 判断列表是否为空
     *
     * @return 是否为空
     */
    boolean isEmpty();

    /**
     * 是否包含某个元素
     *
     * @param element 元素
     * @return 返回
     */
    boolean contains(E element);

    /**
     * 添加元素到尾部
     *
     * @param element 元素
     */
    void add(E element);

    /**
     * 获取index位置的元素
     *
     * @param index 索引位置
     * @return 返回元素
     */
    E get(int index);

    /**
     * 设置index位置的元素
     *
     * @param index   索引位置
     * @param element 元素
     * @return 原来的元素ֵ
     */
    E set(int index, E element);

    /**
     * 在index位置插入一个元素
     *
     * @param index   索引
     * @param element 元素
     */
    void add(int index, E element);

    /**
     * 删除index位置的元素
     *
     * @param index 索引
     * @return 元素
     */
    E remove(int index);

    /**
     * 查看元素的索引
     *
     * @param element 元素
     * @return 索引
     */
    int indexOf(E element);

}

抽象父类:

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public abstract class MyAbstractList<E> implements MyList<E> {

    protected int size;


    @Override
    public int size() {
        return size;
    }

    @Override
    public boolean isEmpty() {
        return size == 0;
    }

    @Override
    public boolean contains(E element) {
        return indexOf(element) != ELEMENT_NOT_FOUND;
    }

    @Override
    public void add(E element) {
        add(size, element);
    }

    protected void outOfBounds(int index) {
        throw new IndexOutOfBoundsException("Index:" + index + ", Size:" + size);
    }

    protected void rangeCheck(int index) {
        if (index < 0 || index >= size) {
            outOfBounds(index);
        }
    }

    protected void rangeCheckForAdd(int index) {
        if (index < 0 || index > size) {
            outOfBounds(index);
        }
    }
}

单向链表实现:

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public class SingleLinkedList<E> extends MyAbstractList<E> {
    //虚拟头节点
    private Node<E> first;

    public SingleLinkedList() {
        first = new Node<>(null, null);
    }

    @Override
    public void clear() {
        size = 0;
        first = null;
    }

    @Override
    public E get(int index) {
        return node(index).element;
    }

    @Override
    public E set(int index, E element) {
        Node<E> node = node(index);
        E old = node.element;
        node.element = element;
        return old;
    }

    @Override
    public void add(int index, E element) {
        rangeCheckForAdd(index);

        Node<E> prev = index == 0 ? first : node(index - 1);
        prev.next = new Node<>(element, prev.next);

        size++;
    }

    @Override
    public E remove(int index) {
        rangeCheck(index);

        Node<E> prev = index == 0 ? first : node(index - 1);
        Node<E> node = prev.next;
        prev.next = node.next;

        size--;
        return node.element;
    }

    @Override
    public int indexOf(E element) {
        if (element == null) {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (node.element == null) return i;

                node = node.next;
            }
        } else {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (element.equals(node.element)) return i;

                node = node.next;
            }
        }
        return ELEMENT_NOT_FOUND;
    }

    /**
     * 获取index位置对应的节点对象
     *
     * @param index
     * @return
     */
    private Node<E> node(int index) {
        rangeCheck(index);

        Node<E> node = first.next;
        for (int i = 0; i < index; i++) {
            node = node.next;
        }
        return node;
    }

    @Override
    public String toString() {
        StringBuilder string = new StringBuilder();
        string.append("size=").append(size).append(", [");
        Node<E> node = first.next;
        for (int i = 0; i < size; i++) {
            if (i != 0) {
                string.append(", ");
            }

            string.append(node.element);

            node = node.next;
        }
        string.append("]");
        return string.toString();
    }

    private static class Node<E> {
        E element;
        Node<E> next;

        public Node(E element, Node<E> next) {
            this.element = element;
            this.next = next;
        }
    }
}

单向循环链表

单向循环链表就是单项链表的尾元素的next指向头元素

代码实现

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package com.msr.datastructure.linklist;

/**
 * @description: 虚拟头节点:单项循环链表
 * @author: MaiShuRen
 * @date: 2020/5/24 11:12
 * @version: v1.0
 */

public class SingleCircleLinkedList<E> extends MyAbstractList<E> {
    private Node<E> first;

    private static class Node<E> {
        E element;
        Node<E> next;
        public Node(E element, Node<E> next) {
            this.element = element;
            this.next = next;
        }

        @Override
        public String toString() {
            StringBuilder sb = new StringBuilder();
            sb.append(element).append("_").append(next.element);
            return sb.toString();
        }
    }

    @Override
    public void clear() {
        size = 0;
        first = null;
    }

    @Override
    public E get(int index) {
        return node(index).element;
    }

    @Override
    public E set(int index, E element) {
        Node<E> node = node(index);
        E old = node.element;
        node.element = element;
        return old;
    }

    @Override
    public void add(int index, E element) {
        rangeCheckForAdd(index);

        if (index == 0) {
            Node<E> newFirst = new Node<>(element, first);
            // 拿到最后一个节点
            Node<E> last = (size == 0) ? newFirst : node(size - 1);
            last.next = newFirst;
            first = newFirst;
        } else {
            Node<E> prev = node(index - 1);
            prev.next = new Node<>(element, prev.next);
        }
        size++;
    }

    @Override
    public E remove(int index) {
        rangeCheck(index);

        Node<E> node = first;
        if (index == 0) {
            if (size == 1) {
                first = null;
            } else {
                Node<E> last = node(size - 1);
                first = first.next;
                last.next = first;
            }
        } else {
            Node<E> prev = node(index - 1);
            node = prev.next;
            prev.next = node.next;
        }
        size--;
        return node.element;
    }

    @Override
    public int indexOf(E element) {
        if (element == null) {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (node.element == null) return i;

                node = node.next;
            }
        } else {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (element.equals(node.element)) {
                    return i;
                }

                node = node.next;
            }
        }
        return ELEMENT_NOT_FOUND;
    }

    /**
     * 获取index位置对应的节点对象
     * @param index
     * @return
     */
    private Node<E> node(int index) {
        rangeCheck(index);

        Node<E> node = first;
        for (int i = 0; i < index; i++) {
            node = node.next;
        }

        return node;
    }

    @Override
    public String toString() {
        StringBuilder string = new StringBuilder();
        string.append("size=").append(size).append(", [");
        Node<E> node = first;
        for (int i = 0; i < size; i++) {
            if (i != 0) {
                string.append(", ");
            }

            string.append(node);

            node = node.next;
        }
        string.append("]");
        return string.toString();
    }
}

双向链表

代码实现

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public class MyLinkedList<E> extends MyAbstractList<E> {

    private Node<E> first;
    private Node<E> last;

    @Override
    public void clear() {
        size = 0;
        first = null;
        last = null;
    }

    @Override
    public E get(int index) {
        return node(index).element;
    }

    @Override
    public E set(int index, E element) {
        Node<E> node = node(index);
        E old = node.element;
        node.element = element;
        return old;
    }

    @Override
    public void add(int index, E element) {
        rangeCheckForAdd(index);

        // size == 0
        // index == 0
        // 往最后面添加元素
        if (index == size) {
            Node<E> oldLast = last;
            last = new Node<>(oldLast, element, null);
            // 这是链表添加的第一个元素
            if (oldLast == null) {
                first = last;
            } else {
                oldLast.next = last;
            }
        } else {
            Node<E> next = node(index);
            Node<E> prev = next.prev;
            Node<E> node = new Node<>(prev, element, next);
            next.prev = node;
            // index == 0
            if (prev == null) {
                first = node;
            } else {
                prev.next = node;
            }
        }

        size++;
    }

    @Override
    public E remove(int index) {
        rangeCheck(index);

        Node<E> node = node(index);
        Node<E> prev = node.prev;
        Node<E> next = node.next;
        // index == 0,第一个元素
        if (prev == null) {
            first = next;
        } else {
            prev.next = next;
        }
        // index == size - 1,最后一个元素
        if (next == null) {
            last = prev;
        } else {
            next.prev = prev;
        }

        size--;
        return node.element;
    }

    @Override
    public int indexOf(E element) {
        Node<E> node = first;
        if (element == null) {
            for (int i = 0; i < size; i++) {
                if (node.element == null) {
                    return i;
                }

                node = node.next;
            }
        } else {
            for (int i = 0; i < size; i++) {
                if (element.equals(node.element)) {
                    return i;
                }

                node = node.next;
            }
        }
        return ELEMENT_NOT_FOUND;
    }

    /**
     * 获取index位置对应的节点对象
     *
     * @param index
     * @return
     */
    private Node<E> node(int index) {
        rangeCheck(index);
        //1.如果index小于链表容量的一半,则从首元素开始向后查找
        if (index < (size >> 1)) {
            Node<E> node = first;
            for (int i = 0; i < index; i++) {
                node = node.next;
            }
            return node;
        } else {
            //2.index大于链表容量的一半,从尾元素向前查找
            Node<E> node = last;
            for (int i = size - 1; i > index; i--) {
                node = node.prev;
            }
            return node;
        }
    }

    @Override
    public String toString() {
        StringBuilder string = new StringBuilder();
        string.append("size=").append(size).append(", [");
        Node<E> node = first;
        for (int i = 0; i < size; i++) {
            if (i != 0) {
                string.append(", ");
            }

            string.append(node);

            node = node.next;
        }
        string.append("]");
        return string.toString();
    }

    private static class Node<E> {
        E element;
        Node<E> prev;
        Node<E> next;

        public Node(Node<E> prev, E element, Node<E> next) {
            this.prev = prev;
            this.element = element;
            this.next = next;
        }

        @Override
        public String toString() {
            StringBuilder sb = new StringBuilder();

            if (prev != null) {
                sb.append(prev.element);
            } else {
                sb.append("null");
            }

            sb.append("_").append(element).append("_");

            if (next != null) {
                sb.append(next.element);
            } else {
                sb.append("null");
            }

            return sb.toString();
        }
    }
}

双向循环链表

代码实现

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public class CircleLinkedList<E> extends MyAbstractList<E> {
    private Node<E> first;
    private Node<E> last;
    private Node<E> current;

    public void reset() {
        current = first;
    }

    public E next() {
        if (current == null) {
            return null;
        }

        current = current.next;
        return current.element;
    }

    public E remove() {
        if (current == null) return null;

        Node<E> next = current.next;
        E element = remove(current);
        if (size == 0) {
            current = null;
        } else {
            current = next;
        }

        return element;
    }

    @Override
    public void clear() {
        size = 0;
        first = null;
        last = null;
    }

    @Override
    public E get(int index) {
        return node(index).element;
    }

    @Override
    public E set(int index, E element) {
        Node<E> node = node(index);
        E old = node.element;
        node.element = element;
        return old;
    }

    @Override
    public void add(int index, E element) {
        rangeCheckForAdd(index);

        // size == 0
        // index == 0
        // 往最后面添加元素
        if (index == size) {
            Node<E> oldLast = last;
            last = new Node<>(oldLast, element, first);
            // 这是链表添加的第一个元素
            if (oldLast == null) {
                first = last;
                first.next = first;
                first.prev = first;
            } else {
                oldLast.next = last;
                first.prev = last;
            }
        } else {
            Node<E> next = node(index);
            Node<E> prev = next.prev;
            Node<E> node = new Node<>(prev, element, next);
            next.prev = node;
            prev.next = node;

            // index == 0
            if (next == first) {
                first = node;
            }
        }

        size++;
    }

    @Override
    public E remove(int index) {
        rangeCheck(index);
        return remove(node(index));
    }

    private E remove(Node<E> node) {
        if (size == 1) {
            first = null;
            last = null;
        } else {
            Node<E> prev = node.prev;
            Node<E> next = node.next;
            prev.next = next;
            next.prev = prev;
            // index == 0
            if (node == first) {
                first = next;
            }
            // index == size - 1
            if (node == last) {
                last = prev;
            }
        }

        size--;
        return node.element;
    }

    @Override
    public int indexOf(E element) {
        if (element == null) {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (node.element == null) {
                    return i;
                }

                node = node.next;
            }
        } else {
            Node<E> node = first;
            for (int i = 0; i < size; i++) {
                if (element.equals(node.element)) {
                    return i;
                }

                node = node.next;
            }
        }
        return ELEMENT_NOT_FOUND;
    }

    /**
     * 获取index位置对应的节点对象
     *
     * @param index
     * @return
     */
    private Node<E> node(int index) {
        rangeCheck(index);

        //1.如果index小于链表容量的一半,则从首元素开始向后查找
        if (index < (size >> 1)) {
            Node<E> node = first;
            for (int i = 0; i < index; i++) {
                node = node.next;
            }
            return node;
        } else {
            //2.index大于链表容量的一半,从尾元素向前查找
            Node<E> node = last;
            for (int i = size - 1; i > index; i--) {
                node = node.prev;
            }
            return node;
        }
    }

    @Override
    public String toString() {
        StringBuilder string = new StringBuilder();
        string.append("size=").append(size).append(", [");
        Node<E> node = first;
        for (int i = 0; i < size; i++) {
            if (i != 0) {
                string.append(", ");
            }

            string.append(node);

            node = node.next;
        }
        string.append("]");
        return string.toString();
    }

    private static class Node<E> {
        E element;
        Node<E> prev;
        Node<E> next;

        public Node(Node<E> prev, E element, Node<E> next) {
            this.prev = prev;
            this.element = element;
            this.next = next;
        }

        @Override
        public String toString() {
            StringBuilder sb = new StringBuilder();

            if (prev != null) {
                sb.append(prev.element);
            } else {
                sb.append("null");
            }

            sb.append("_").append(element).append("_");

            if (next != null) {
                sb.append(next.element);
            } else {
                sb.append("null");
            }

            return sb.toString();
        }
    }
}