Santa Monica 完整地图引导 - I ""� **Data Structures** * trees * graphs * arrays * hash tables / dictionaries --- ## ⏫ **Sorting** ⚫ **Selection Sort** ⚫ **Merge Sort** ⚫ **Quicksort** ⚫ **Radix Sort** ⚫ **Heap Sort** --- ## 🔍 **Searching** ▪ **Linear Search** ▪ **Binary Search** ▪ **Hash Table Search** ▪ **Breadth-First Search (BFS)** ▪ **Depth-First Search (DFS)** --- ## 📚 **Dynamic Programming** • **Memoization** • **Tabulation** • **Common Patterns:** * Knapsack problems * Longest common subsequence * Edit distance * Fibonacci sequence --- ## 🌐 **Graph Algorithms** 🔗 **Dijkstra's shortest path** 🔗 **Bellman-Ford algorithm** 🔗 **Floyd-Warshall algorithm** 🔗 **Minimum spanning trees (Kruskal's and Prim's)** 🔗 **Topological sorting** --- ## 🏃‍♂️ **Greedy Algorithms** → **Activity selection** → **Coin change** → **Huffman coding** → **Job scheduling** --- ## ⚙️ **Backtracking** ⬅ **N-Queens problem** ⬅ **Sudoku solver** ⬅ **Maze solving** ⬅ **Subset generation** --- ## 🔄 **Recursion** 🔁 **Direct recursion** 🔁 **Indirect recursion** 🔁 **Tail recursion** 🔁 **Tree traversal** 全收集检查清单

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