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algorithm's Introduction

关于cousera上 斯坦福大学的 Algorithms: Design and Analysis 课程作业的实现

part one ,即 analys1

  1. 复杂度算法
  2. 各类排序,quit sort
  3. 图, graph
  4. 广度优先搜索(BFS),深度优先搜索(DFS)
  5. 单源点最短路径 dijkstra算法;大根堆,小根堆;平衡二叉树, 红黑树;
  6. hash表

part two, 即 analys2

  1. 贪婪算法; 最小生成树算法: prim,kruskal
  2. 动态规划; 背包问题, 序列对齐, 查询二叉数
  3. 最短路径算法:
    • Dijkastra: 单源点最短路径, 非负权边
    • Bellman-Ford: 单源点最短路径, 权边可负
    • Floyd-wrashall: 多源点最短路径,允许负权边,但不允许负权边组成回路
    • Johnson: 多源点最短路径,在无负环有负权边的网络中,效率最高

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