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_ Read this in other languages:_
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[ _ English_ ] ( https://github.com/trekhleb/javascript-algorithms/ ) ,
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- [ 繁體中文] ( https://github.com/trekhleb/javascript-algorithms/blob/master/ README.zh-TW.md)
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+ [ 繁體中文] ( README.zh-TW.md )
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## 数据结构
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数据结构是在计算机中组织和存储数据的一种特殊方式,它可以高效地访问和修改数据。更确切地说,数据结构是数据值的集合,它们之间的关系、函数或操作可以应用于数据。
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- * [ 链表] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/linked-list)
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- * [ 队列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/queue)
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- * [ 栈] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/stack)
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- * [ 哈希表] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/hash-table)
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- * [ 堆] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/heap)
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- * [ 优先队列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/priority-queue)
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- * [ 字典树] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/trie)
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- * [ 树] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/tree)
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- * [ 二分查找] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/tree/binary-search-tree)
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- * [ AVL 树] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/tree/avl-tree)
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- * [ 红黑树] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/tree/red-black-tree)
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- * [ 图] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/graph) (有向图与无向图)
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- * [ 并查集] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/data-structures/disjoint-set)
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+ * [ 链表] ( src/data-structures/linked-list )
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+ * [ 队列] ( src/data-structures/queue )
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+ * [ 栈] ( src/data-structures/stack )
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+ * [ 哈希表] ( src/data-structures/hash-table )
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+ * [ 堆] ( src/data-structures/heap )
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+ * [ 优先队列] ( src/data-structures/priority-queue )
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+ * [ 字典树] ( src/data-structures/trie )
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+ * [ 树] ( src/data-structures/tree )
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+ * [ 二分查找] ( src/data-structures/tree/binary-search-tree )
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+ * [ AVL 树] ( src/data-structures/tree/avl-tree )
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+ * [ 红黑树] ( src/data-structures/tree/red-black-tree )
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+ * [ 图] ( src/data-structures/graph ) (有向图与无向图)
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+ * [ 并查集] ( src/data-structures/disjoint-set )
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## 算法
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@@ -36,101 +36,101 @@ _Read this in other languages:_
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### 算法主题
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* ** 数学**
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- * [ 阶乘] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/factorial)
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- * [ 斐波那契数] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/fibonacci)
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- * [ 素数检测] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/primality-test) (排除法)
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- * [ 欧几里得算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/euclidean-algorithm) - 计算最大公约数(GCD)
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- * [ 最小公倍数] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/least-common-multiple) (LCM)
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- * [ 整数拆分] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/integer-partition)
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+ * [ 阶乘] ( src/algorithms/math/factorial )
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+ * [ 斐波那契数] ( src/algorithms/math/fibonacci )
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+ * [ 素数检测] ( src/algorithms/math/primality-test ) (排除法)
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+ * [ 欧几里得算法] ( src/algorithms/math/euclidean-algorithm ) - 计算最大公约数(GCD)
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+ * [ 最小公倍数] ( src/algorithms/math/least-common-multiple ) (LCM)
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+ * [ 整数拆分] ( src/algorithms/math/integer-partition )
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* ** 集合**
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- * [ 笛卡尔积] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/cartesian-product) - 多集合结果
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- * [ 幂集] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/power-set) - 该集合的所有子集
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- * [ 排列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/permutations) (有/无重复)
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- * [ 组合] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/combinations) (有/无重复)
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- * [ 洗牌算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/fisher-yates) - 随机置换有限序列
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- * [ 最长公共子序列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/longest-common-subsequence) (LCS)
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- * [ 最长递增子序列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/longest-increasing-subsequence)
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- * [ Shortest Common Supersequence] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/shortest-common-supersequence) (SCS)
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- * [ 背包问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/knapsack-problem) - "0/1" and "Unbound" ones
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- * [ 最大子数列问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/maximum-subarray) - BF算法 与 动态编程
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+ * [ 笛卡尔积] ( src/algorithms/sets/cartesian-product ) - 多集合结果
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+ * [ 幂集] ( src/algorithms/sets/power-set ) - 该集合的所有子集
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+ * [ 排列] ( src/algorithms/sets/permutations ) (有/无重复)
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+ * [ 组合] ( src/algorithms/sets/combinations ) (有/无重复)
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+ * [ 洗牌算法] ( src/algorithms/sets/fisher-yates ) - 随机置换有限序列
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+ * [ 最长公共子序列] ( src/algorithms/sets/longest-common-subsequence ) (LCS)
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+ * [ 最长递增子序列] ( src/algorithms/sets/longest-increasing-subsequence )
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+ * [ Shortest Common Supersequence] ( src/algorithms/sets/shortest-common-supersequence ) (SCS)
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+ * [ 背包问题] ( src/algorithms/sets/knapsack-problem ) - "0/1" and "Unbound" ones
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+ * [ 最大子数列问题] ( src/algorithms/sets/maximum-subarray ) - BF算法 与 动态编程
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* ** 字符串**
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- * [ 莱温斯坦距离] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/levenshtein-distance) - 两个序列之间的最小编辑距离
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- * [ 汉明距离] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/hamming-distance) - 符号不同的位置数
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- * [ 克努斯-莫里斯-普拉特算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/knuth-morris-pratt) - 子串搜索
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- * [ 字符串快速查找] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/rabin-karp) - 子串搜索
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- * [ 最长公共子串] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/longest-common-substring)
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+ * [ 莱温斯坦距离] ( src/algorithms/string/levenshtein-distance ) - 两个序列之间的最小编辑距离
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+ * [ 汉明距离] ( src/algorithms/string/hamming-distance ) - 符号不同的位置数
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+ * [ 克努斯-莫里斯-普拉特算法] ( src/algorithms/string/knuth-morris-pratt ) - 子串搜索
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+ * [ 字符串快速查找] ( src/algorithms/string/rabin-karp ) - 子串搜索
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+ * [ 最长公共子串] ( src/algorithms/string/longest-common-substring )
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* ** 搜索**
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- * [ 二分查找] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/search/binary-search)
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+ * [ 二分查找] ( src/algorithms/search/binary-search )
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* ** 排序**
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- * [ 冒泡排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/bubble-sort)
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- * [ 选择排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/selection-sort)
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- * [ 插入排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/insertion-sort)
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- * [ 堆排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/heap-sort)
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- * [ 归并排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/merge-sort)
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- * [ 快速排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/quick-sort)
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- * [ 希尔排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/shell-sort)
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+ * [ 冒泡排序] ( src/algorithms/sorting/bubble-sort )
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+ * [ 选择排序] ( src/algorithms/sorting/selection-sort )
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+ * [ 插入排序] ( src/algorithms/sorting/insertion-sort )
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+ * [ 堆排序] ( src/algorithms/sorting/heap-sort )
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+ * [ 归并排序] ( src/algorithms/sorting/merge-sort )
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+ * [ 快速排序] ( src/algorithms/sorting/quick-sort )
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+ * [ 希尔排序] ( src/algorithms/sorting/shell-sort )
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* ** 树**
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- * [ 深度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/tree/depth-first-search) (DFS)
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- * [ 广度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/tree/breadth-first-search) (BFS)
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+ * [ 深度优先搜索] ( src/algorithms/tree/depth-first-search ) (DFS)
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+ * [ 广度优先搜索] ( src/algorithms/tree/breadth-first-search ) (BFS)
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* ** 图**
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- * [ 深度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/depth-first-search) (DFS)
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- * [ 广度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/breadth-first-search) (BFS)
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- * [ 戴克斯特拉算法m] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/dijkstra) - 找到所有图顶点的最短路径
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- * [ 贝尔曼-福特算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/bellman-ford) - 找到所有图顶点的最短路径
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- * [ 判圈算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/detect-cycle) - 对于有向图和无向图(基于DFS和不相交集的版本)
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- * [ 普林演算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/prim) - 寻找加权无向图的最小生成树(MST)
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- * [ 克鲁斯克尔演算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/kruskal) - 寻找加权无向图的最小生成树(MST)
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- * [ 拓撲排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/topological-sorting) - DFS 方法
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- * [ 关节点] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/articulation-points) - Tarjan算法(基于DFS)
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- * [ 桥] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/bridges) - 基于DFS的算法
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- * [ 欧拉路径与一笔画问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/eulerian-path) - Fleury的算法 - 一次访问每个边缘
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- * [ 哈密顿图] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/hamiltonian-cycle) - 恰好访问每个顶点一次
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- * [ 强连通分量] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/strongly-connected-components) - Kosaraju算法
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- * [ 旅行推销员问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/travelling-salesman) - 尽可能以最短的路线访问每个城市并返回原始城市
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+ * [ 深度优先搜索] ( src/algorithms/graph/depth-first-search ) (DFS)
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+ * [ 广度优先搜索] ( src/algorithms/graph/breadth-first-search ) (BFS)
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+ * [ 戴克斯特拉算法m] ( src/algorithms/graph/dijkstra ) - 找到所有图顶点的最短路径
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+ * [ 贝尔曼-福特算法] ( src/algorithms/graph/bellman-ford ) - 找到所有图顶点的最短路径
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+ * [ 判圈算法] ( src/algorithms/graph/detect-cycle ) - 对于有向图和无向图(基于DFS和不相交集的版本)
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+ * [ 普林演算法] ( src/algorithms/graph/prim ) - 寻找加权无向图的最小生成树(MST)
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+ * [ 克鲁斯克尔演算法] ( src/algorithms/graph/kruskal ) - 寻找加权无向图的最小生成树(MST)
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+ * [ 拓撲排序] ( src/algorithms/graph/topological-sorting ) - DFS 方法
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+ * [ 关节点] ( src/algorithms/graph/articulation-points ) - Tarjan算法(基于DFS)
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+ * [ 桥] ( src/algorithms/graph/bridges ) - 基于DFS的算法
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+ * [ 欧拉路径与一笔画问题] ( src/algorithms/graph/eulerian-path ) - Fleury的算法 - 一次访问每个边缘
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+ * [ 哈密顿图] ( src/algorithms/graph/hamiltonian-cycle ) - 恰好访问每个顶点一次
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+ * [ 强连通分量] ( src/algorithms/graph/strongly-connected-components ) - Kosaraju算法
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+ * [ 旅行推销员问题] ( src/algorithms/graph/travelling-salesman ) - 尽可能以最短的路线访问每个城市并返回原始城市
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* ** 未分类**
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- * [ 汉诺塔] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/hanoi-tower)
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- * [ 八皇后问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/n-queens)
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- * [ 骑士巡逻] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/knight-tour)
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+ * [ 汉诺塔] ( src/algorithms/uncategorized/hanoi-tower )
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+ * [ 八皇后问题] ( src/algorithms/uncategorized/n-queens )
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+ * [ 骑士巡逻] ( src/algorithms/uncategorized/knight-tour )
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### 算法范式
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算法范式是基于类的设计的通用方法或方法的算法。 这是一个比算法概念更高的抽象,就像一个
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算法是比计算机程序更高的抽象。
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* ** BF算法** - 查找所有可能性并选择最佳解决方案
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- * [ 最大子数列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/maximum-subarray)
102
- * [ 旅行推销员问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/travelling-salesman) - 尽可能以最短的路线访问每个城市并返回原始城市
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+ * [ 最大子数列] ( src/algorithms/sets/maximum-subarray )
102
+ * [ 旅行推销员问题] ( src/algorithms/graph/travelling-salesman ) - 尽可能以最短的路线访问每个城市并返回原始城市
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* ** 贪心法** - 在当前选择最佳选项,不考虑以后情况
105
- * [ 背包问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/knapsack-problem)
106
- * [ 戴克斯特拉算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/dijkstra) - 找到所有图顶点的最短路径
107
- * [ 普里姆算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/prim) - 寻找加权无向图的最小生成树(MST)
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- * [ 克鲁斯卡尔算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/kruskal) - 寻找加权无向图的最小生成树(MST)
105
+ * [ 背包问题] ( src/algorithms/sets/knapsack-problem )
106
+ * [ 戴克斯特拉算法] ( src/algorithms/graph/dijkstra ) - 找到所有图顶点的最短路径
107
+ * [ 普里姆算法] ( src/algorithms/graph/prim ) - 寻找加权无向图的最小生成树(MST)
108
+ * [ 克鲁斯卡尔算法] ( src/algorithms/graph/kruskal ) - 寻找加权无向图的最小生成树(MST)
109
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* ** 分治法** - 将问题分成较小的部分,然后解决这些部分
110
- * [ 二分查找] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/search/binary-search)
111
- * [ 汉诺塔] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/hanoi-tower)
112
- * [ 欧几里得算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/euclidean-algorithm) - 计算最大公约数(GCD)
113
- * [ 排列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/permutations) (有/无重复)
114
- * [ 组合] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/combinations) (有/无重复)
115
- * [ 归并排序] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/merge-sort)
116
- * [ Quicksort] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sorting/quick-sort)
117
- * [ 树深度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/tree/depth-first-search) (DFS)
118
- * [ 图深度优先搜索] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/depth-first-search) (DFS)
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+ * [ 二分查找] ( src/algorithms/search/binary-search )
111
+ * [ 汉诺塔] ( src/algorithms/uncategorized/hanoi-tower )
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+ * [ 欧几里得算法] ( src/algorithms/math/euclidean-algorithm ) - 计算最大公约数(GCD)
113
+ * [ 排列] ( src/algorithms/sets/permutations ) (有/无重复)
114
+ * [ 组合] ( src/algorithms/sets/combinations ) (有/无重复)
115
+ * [ 归并排序] ( src/algorithms/sorting/merge-sort )
116
+ * [ Quicksort] ( src/algorithms/sorting/quick-sort )
117
+ * [ 树深度优先搜索] ( src/algorithms/tree/depth-first-search ) (DFS)
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+ * [ 图深度优先搜索] ( src/algorithms/graph/depth-first-search ) (DFS)
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* ** 动态编程** - 使用以前找到的子解决方案构建解决方案
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- * [ 斐波那契数] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/fibonacci)
121
- * [ 莱温斯坦距离] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/levenshtein-distance) - 两个序列之间的最小编辑距离
122
- * [ 最长公共子序列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/longest-common-subsequnce ) (LCS)
123
- * [ 最长公共子串] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/string/longest-common-substring)
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- * [ 最长递增子序列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/longest-increasing-subsequence)
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- * [ 最短公共子序列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/shortest-common-supersequence)
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- * [ 0-1背包问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/knapsack-problem)
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- * [ 整数拆分] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/math/integer-partition)
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- * [ 最大子数列] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/sets/maximum-subarray)
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- * [ 贝尔曼-福特算法] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/bellman-ford) - 找到所有图顶点的最短路径
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+ * [ 斐波那契数] ( src/algorithms/math/fibonacci )
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+ * [ 莱温斯坦距离] ( src/algorithms/string/levenshtein-distance ) - 两个序列之间的最小编辑距离
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+ * [ 最长公共子序列] ( src/algorithms/sets/longest-common-subsequence ) (LCS)
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+ * [ 最长公共子串] ( src/algorithms/string/longest-common-substring )
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+ * [ 最长递增子序列] ( src/algorithms/sets/longest-increasing-subsequence )
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+ * [ 最短公共子序列] ( src/algorithms/sets/shortest-common-supersequence )
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+ * [ 0-1背包问题] ( src/algorithms/sets/knapsack-problem )
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+ * [ 整数拆分] ( src/algorithms/math/integer-partition )
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+ * [ 最大子数列] ( src/algorithms/sets/maximum-subarray )
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+ * [ 贝尔曼-福特算法] ( src/algorithms/graph/bellman-ford ) - 找到所有图顶点的最短路径
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* ** 回溯法** - 类似于 BF算法 试图产生所有可能的解决方案,但每次生成解决方案测试如果它满足所有条件,那么只有继续生成后续解决方案。 否则回溯并继续寻找不同路径的解决方案。
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- * [ 哈密顿图] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/graph/hamiltonian-cycle) - 恰好访问每个顶点一次
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- * [ 八皇后问题] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/n-queens)
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- * [ 骑士巡逻] ( https://github.com/trekhleb/javascript-algorithms/tree/master/ src/algorithms/uncategorized/knight-tour)
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+ * [ 哈密顿图] ( src/algorithms/graph/hamiltonian-cycle ) - 恰好访问每个顶点一次
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+ * [ 八皇后问题] ( src/algorithms/uncategorized/n-queens )
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+ * [ 骑士巡逻] ( src/algorithms/uncategorized/knight-tour )
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* ** B & B**
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## 如何使用本仓库
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