Trees and Graphs

Useful things to know about the trees and graphs based data structures:

These:

• Binary Trees Vs. Binary Search Trees
• 2,4 and Red Black
• AVL
• Tries
• Heaps
• B & B+ Trees

& these:

• BFS, DFS
• Sorting - Quick, Merge, Radix, Timsort
• Kruskal's & Prim's algorithm for Minimum Spanning Trees
• Morris Traversal, without extra space or recursion, using Threaded Binary Trees
• Djikstra's algorithm for shortest path
• Topological sorting

That horses for courses is applicable:

The big-O deal:

With Java, well tested implementations are mostly available:

• TreeSet
• TreeMap
• LinkedHashMap
• ConcurrentSkipListMap
• PriorityQueue