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LinkedList系列

LinkedList系列

作者: Joshua介凌 | 来源:发表于2017-09-01 06:09 被阅读0次

    # LinkedList系列总结

    24/27

    [x] Easy

    [x] Medium

    [x] Hard

    这种题,多画图,一步步来,确定哪个node指向哪个node就会好一点,之后把图放上来,会更容易复习!

    ## 基础

    ### dummyNode

    适用于头节点需要进行操作,增删改,亦或者保存头节点,不被后续操作改变

    ```python

    dummy = ListNode(0)

    dummy.next = head

    curr = head

    ```

    ### reverseList

    Iterative版本,简要来说就是记录下一节点,当前节点指向上一节点,同步移动上一节点和当前节点。最后的curr为空,prev为头也就是最初链表的最后一个元素

    ```python

    prev = None

    curr = head

    while curr:

    nextNode = curr.next

    curr.next = prev

    prev = curr

    curr = nextNode

    return prev

    ```

    Recursive版本的,一直到底,然后倒叙指针

    ```python

    second = head.next

    head.next = None

    rest = self.reverseList(second)

    second.next = head

    return rest

    ```

    变种1 92. Reverse Linked List II

    除了移动节点之外,关键是链接头和尾

    ```python

    pre.next.next = curr //pre.next 为最初的头,.next则链接后来的尾和最初的尾 1-2-3-4-5,1-4-3-2-5,2-5

    pre.next = newHead // 1-4

    ```

    ### 快慢指针

    用于检测环和找中点,见于

    141. Linked List Cycle

    142. Linked List Cycle II

    ·234. Palindrome Linked List

    ```python

    fast, slow = head, head

    while fast and fast.next:

    fast = fast.next.next

    slow = slow.next

    ```

    ## Medium版本

    ·369. Plus One Linked List

    ·445. Add Two Numbers II

    本质上用stack保存节点信息,然后不断在前方添加节点

    ```python

    node.val = add_value % 10

    carry = ListNode(add_value / 10)

    carry.next = node

    node = carry

    add_value /= 10

    ```

    Merge,Move系列

    ·21. Merge Two Sorted Lists

    ·328. Odd Even Linked List

    ·86. Partition List

    ```python

    curr = dummy

    while l1 and l2:

    if l1.val < l2.val:

    curr.next = l1

    l1 = l1.next

    else:

    curr.next = l2

    l2 = l2.next

    curr = curr.next

    ```

    保证两个list都存在,然后剩余的append在后面;然后移动节点的过程中要数好步伐`while even and even.next:`

    ·160. Intersection of Two Linked Lists

    ·19. Remove Nth Node From End of List

    `61. Rotate List

    trick的地方是找到最后一个node,并且链接第一个,使用常用模版,不过稍加改动,因为要找到最后一个node而不是长度,所以要提前终止循环

    ```python

    length = 1

    while curr.next:

    curr = curr.next

    length += 1

    curr.next = head

    move = length-1-k%length

    ```

    综合

    `143. Reorder List

    结合 以上多种方法,快慢指针找中点,反转,merge

    ```python

    mid = self.findMiddle(head)

    tail = self.reverse(mid.next)

    mid.next = None

    self.merge(head, tail)

    ```

    `23. Merge k Sorted Lists

    一种方法是利用merge two list然后不断divide and conquer,另外一种比较简洁的是利用PriorityQueue,然后不断put和poll()进而每一个node都是所有优先队列中最小的一个

    ```python

    q = PriorityQueue()

    for node in lists:

    if node: ## empty

    q.put((node.val, node))

    while q.qsize():

    curr.next = q.get()[1]

    curr = curr.next

    if curr.next:

    q.put((curr.next.val, curr.next))

    ```

    `82. Remove Duplicates from Sorted List II

    因为要移除所有重复的node,所以势必要prev保存上一节点,然后如果中间因为重复节点而curr!= prev.next,要把prev节点的next放到curr的next节点,因为curr为重复节点的最后一个

    ```python

    while curr:

    while curr.next and curr.val == curr.next.val: ## [1]

    curr = curr.next

    if prev.next != curr:

    prev.next = curr.next

    curr = prev.next

    else:

    prev = prev.next

    curr = curr.next

    ```

    `109. Convert Sorted List to Binary Search Tree

    用helperfunction帮助,每一步找出子链表的中点,然后分别递归left和right节点。

    ```python

    while fast!= tail and fast.next != tail:

    fast = fast.next.next

    slow = slow.next

    root = TreeNode(slow.val)

    root.left = self.helper(head, slow)

    root.right = self.helper(slow.next, tail)

    ```

    ·148. Sort List

    分治法,然后分别对子链表merge

    ```python

    prev,fast, slow =  None, head, head

    while fast and fast.next:

    prev = slow

    slow = slow.next

    fast = fast.next.next

    prev.next = None ## cut the middle

    l1 = self.sortList(head)

    l2 = self.sortList(slow)

    return self.merge(l1, l2)

    ```

    ·24. Swap Nodes in Pairs

    这道题勤画图,一步步来就好,iterative的方法比较烦,不过是`Reverse Nodes in k-Group`的简化版,那道题是LinkedList集大成者

    ```python

    while curr.next and curr.next.next:

    first = curr.next  # 1

    second = curr.next.next #2

    first.next = second.next # 1-3

    curr.next = second  #-2

    curr.next.next = first  #2-1

    curr = curr.next.next # 1

    ```

    `25. Reverse Nodes in k-Group

    这道题是一道典型的综合题,适合复习备考多刷。它的子function是reverseList的改良,因为需要保存头节点和尾节点,所以需要设置lastNode和nextNode,然后与之相对应的就是lastNode不断和后面的节点进行调换。可以看看对比

    ```python

    /*

    * 0->1->2->3->4->5->6

    * |          |

    * pre        next

    *

    * after calling pre = reverse(pre, next)

    *

    * 0->3->2->1->4->5->6

    *          |  |

    *          pre next

    */

    def reverseNode(self, pre, nextNode):

    lastNode = pre.next

    curr = lastNode.next

    while curr != nextNode:

    lastNode.next = curr.next

    curr.next = pre.next

    pre.next = curr

    curr = lastNode.next

    return lastNode

    def reverseList(self, head):

    if not head or not head.next:

    return head

    prev = None

    curr = head

    while curr:

    nextNode = curr.next

    curr.next = prev

    prev = curr

    curr = nextNode

    return prev

    ```

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