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algorithmlearningguide's Introduction

数据结构和算法学习指南

目录

一.数据结构和算法基础

  • 二分查找
  • 递归
    • 阶乘
  • 分而治之
    • 欧几里得算法
  • 排序
    • 选择排序
    • 快速排序

二.数据结构

  • 数组
  • 链表
    • 单向链表
    • 双向链表
    • 反转单向链表问题
  • 散列表
  • 队列
  • 栈
  • 树
    • 二叉树(Binary Tree)
      • 完全二叉树
        • 满二叉树
      • 堆(Heap)
        • 二叉堆
          • 最大堆
          • 最小堆
        • 二项堆
        • 斐波那契堆
        • 左偏树
      • 二叉搜索树(Binary Search Tree)
        • 平衡二叉树
          • 红黑树
    • B树(又名平衡多路搜索树,N叉树)
    • 字典树(Trie)

三.图论

  • 图的表示
    • 邻接链表表示法
    • 邻接矩阵表示法
  • 图的分类
    • 有向图
      • 有向无环图
      • 有向有环图
    • 无向图
  • 广度优先搜索算法(BFS)
  • 深度优先搜索算法(DFS)

四.算法

  • 递归技术
  • 分治策略
  • 随机化技术
  • 动态规划
  • 贪心算法
  • 摊还分析

参考

  • 《算法图论》
  • 《算法导论》
  • 《编程珠玑》
  • Letcode

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