From d6cc92614cbfce46f2804415850c637f0fa8a5ad Mon Sep 17 00:00:00 2001 From: Yudong Jin Date: Sun, 9 Jul 2023 02:43:00 +0800 Subject: [PATCH] add the section of dp solution pipeline (#588) --- .../min_path_sum.py | 102 +++++ .../min_path_sum_dfs.png | Bin 0 -> 102387 bytes .../min_path_sum_dfs_mem.png | Bin 0 -> 79345 bytes .../min_path_sum_dp_step1.png | Bin 0 -> 41703 bytes .../min_path_sum_dp_step10.png | Bin 0 -> 52633 bytes .../min_path_sum_dp_step11.png | Bin 0 -> 52640 bytes .../min_path_sum_dp_step12.png | Bin 0 -> 44618 bytes .../min_path_sum_dp_step2.png | Bin 0 -> 60645 bytes .../min_path_sum_dp_step3.png | Bin 0 -> 52902 bytes .../min_path_sum_dp_step4.png | Bin 0 -> 52694 bytes .../min_path_sum_dp_step5.png | Bin 0 -> 52558 bytes .../min_path_sum_dp_step6.png | Bin 0 -> 52883 bytes .../min_path_sum_dp_step7.png | Bin 0 -> 52970 bytes .../min_path_sum_dp_step8.png | Bin 0 -> 52198 bytes .../min_path_sum_dp_step9.png | Bin 0 -> 53193 bytes .../min_path_sum_example.png | Bin 0 -> 49078 bytes .../min_path_sum_solution_step1.png | Bin 0 -> 66392 bytes .../min_path_sum_solution_step2.png | Bin 0 -> 58470 bytes .../min_path_sum_solution_step3.png | Bin 0 -> 64517 bytes .../dp_solution_pipeline.md | 422 ++++++++++++++++++ mkdocs.yml | 3 +- 21 files changed, 526 insertions(+), 1 deletion(-) create mode 100644 codes/python/chapter_dynamic_programming/min_path_sum.py create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dfs.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dfs_mem.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step1.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step10.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step11.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step12.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step2.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step3.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step4.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step5.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step6.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step7.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step8.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_dp_step9.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_example.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_solution_step1.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_solution_step2.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.assets/min_path_sum_solution_step3.png create mode 100644 docs/chapter_dynamic_programming/dp_solution_pipeline.md diff --git a/codes/python/chapter_dynamic_programming/min_path_sum.py b/codes/python/chapter_dynamic_programming/min_path_sum.py new file mode 100644 index 00000000..7f2423d3 --- /dev/null +++ b/codes/python/chapter_dynamic_programming/min_path_sum.py @@ -0,0 +1,102 @@ +""" +File: min_path_sum.py +Created Time: 2023-07-04 +Author: Krahets (krahets@163.com) +""" + +from math import inf + + +def min_path_sum_dfs(grid, i, j): + """最小路径和:暴力搜索""" + # 若为左上角单元格,则终止搜索 + if i == 0 and j == 0: + return grid[0][0] + # 若行列索引越界,则返回 +∞ 代价 + if i < 0 or j < 0: + return inf + # 计算从左上角到 (i-1, j) 和 (i, j-1) 的最小路径代价 + left = min_path_sum_dfs(grid, i - 1, j) + up = min_path_sum_dfs(grid, i, j - 1) + # 返回从左上角到 (i, j) 的最小路径代价 + return min(left, up) + grid[i][j] + + +def min_path_sum_dfs_mem(grid, mem, i, j): + """最小路径和:记忆化搜索""" + # 若为左上角单元格,则终止搜索 + if i == 0 and j == 0: + return grid[0][0] + # 若行列索引越界,则返回 +∞ 代价 + if i < 0 or j < 0: + return inf + # 若已有记录,则直接返回 + if mem[i][j] != -1: + return mem[i][j] + # 左边和上边单元格的最小路径代价 + left = min_path_sum_dfs_mem(grid, mem, i - 1, j) + up = min_path_sum_dfs_mem(grid, mem, i, j - 1) + # 记录并返回左上角到 (i, j) 的最小路径代价 + mem[i][j] = min(left, up) + grid[i][j] + return mem[i][j] + + +def min_path_sum_dp(grid): + """最小路径和:动态规划""" + n, m = len(grid), len(grid[0]) + # 初始化 dp 表 + dp = [[0] * m for _ in range(n)] + dp[0][0] = grid[0][0] + # 状态转移:首行 + for j in range(1, m): + dp[0][j] = dp[0][j - 1] + grid[0][j] + # 状态转移:首列 + for i in range(1, n): + dp[i][0] = dp[i - 1][0] + grid[i][0] + # 状态转移:其余行列 + for i in range(1, n): + for j in range(1, m): + dp[i][j] = min(dp[i][j - 1], dp[i - 1][j]) + grid[i][j] + return dp[n - 1][m - 1] + + +def min_path_sum_dp_comp(grid): + """最小路径和:状态压缩后的动态规划""" + n, m = len(grid), len(grid[0]) + # 初始化 dp 表 + dp = [0] * m + # 状态转移:首行 + dp[0] = grid[0][0] + for j in range(1, m): + dp[j] = dp[j - 1] + grid[0][j] + # 状态转移:其余行 + for i in range(1, n): + # 状态转移:首列 + dp[0] = dp[0] + grid[i][0] + # 状态转移:其余列 + for j in range(1, m): + dp[j] = min(dp[j - 1], dp[j]) + grid[i][j] + return dp[m - 1] + + +"""Driver Code""" +if __name__ == "__main__": + grid = [[1, 3, 1, 5], [2, 2, 4, 2], [5, 3, 2, 1], [4, 3, 5, 2]] + n, m = len(grid), len(grid[0]) + + # 暴力搜索 + res = min_path_sum_dfs(grid, n - 1, m - 1) + print(res) + + # 记忆化搜索 + mem = [[-1] * m for _ in range(n)] + res = min_path_sum_dfs_mem(grid, mem, n - 1, m - 1) + print(res) + + # 动态规划 + res = min_path_sum_dp(grid) + print(res) + + # 状态压缩后的动态规划 + res = min_path_sum_dp_comp(grid) + 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b/docs/chapter_dynamic_programming/dp_solution_pipeline.md @@ -0,0 +1,422 @@ +# 动态规划解题思路 + +上两节介绍了动态规划问题的主要特征,接下来我们一起探究两个更加实用的问题: + +1. 如何判断一个问题是不是动态规划问题? +2. 求解动态规划问题该从何处入手,完整步骤是什么? + +## 问题判断 + +总的来说,如果一个问题包含重叠子问题、最优子结构,并满足无后效性,那么它通常就适合用动态规划求解。然而,我们很难从问题描述上直接提取出这些特性。因此我们通常会放宽条件,**先观察问题是否适合使用回溯(穷举)解决**。 + +**适合用回溯解决的问题通常满足「决策树模型」**,这种问题可以使用树形结构来描述,其中每一个节点代表一个决策,每一条路径代表一个决策序列。 + +换句话说,**如果问题包含明确的决策概念,并且解是通过一系列决策产生的,那么它就满足决策树模型**,可以使用回溯来解决。 + +在此基础上,还有一些判断问题是动态规划问题的“加分项”,包括: + +- 问题包含最大(小)或最多(少)等最优化描述; +- 问题的状态能够使用一个列表、多维矩阵或树来表示,并且一个状态与其周围的状态存在某种递推关系; + +而相应的“减分项”包括: + +- 问题的目标是找出所有可能的解决方案,而不是找出最优解。 +- 问题描述中有明显的排列组合的特征,需要返回具体的多个方案。 + +如果一个问题满足决策树模型,并具有较为明显的“加分项“,我们就可以假设它是一个动态规划问题,并尝试求解它。 + +## 问题求解 + +动态规划的解题流程可能会因问题的性质和难度而有所不同,但通常遵循以下步骤:描述决策,定义状态,建立 $dp$ 表,推导状态转移方程,确定边界条件等。 + +为了更形象地展示解题步骤,我们使用一个经典问题「最小路径和」来举例。 + +!!! question + + 给定一个 $n \times m$ 的二维网格 `grid` ,网格中的每个单元格包含一个非负整数,表示该单元格的代价。机器人以左上角单元格为起始点,每次只能向下或者向右移动一步,直至到达右下角单元格。请返回从左上角到右下角的最小路径和。 + +例如以下示例数据,给定网格的最小路径和为 $13$ 。 + +![最小路径和示例数据](dp_solution_pipeline.assets/min_path_sum_example.png) + +**第一步:思考每轮的决策,定义状态,从而得到 $dp$ 表** + +本题的每一轮的决策就是从当前格子向下或向右一步。设当前格子的行列索引为 $[i, j]$ ,则向下或向右走一步后,索引变为 $[i+1, j]$ 或 $[i, j+1]$ 。因此,状态应包含行索引和列索引两个变量,记为 $[i, j]$ 。 + +状态 $[i, j]$ 对应的子问题为:从起始点 $[0, 0]$ 走到 $[i, j]$ 的最小路径和,解记为 $dp[i, j]$ 。 + +至此,我们就得到了一个二维 $dp$ 矩阵,其尺寸与输入网格 $grid$ 相同。 + +![状态定义与 dp 表](dp_solution_pipeline.assets/min_path_sum_solution_step1.png) + +!!! note + + 动态规划和回溯通常都会被描述为一个决策序列,而状态通常由所有决策变量构成。它应当包含描述解题进度的所有变量,其包含了足够的信息,能够用来推导出下一个状态。 + + 每个状态都对应一个子问题,我们会定义一个 $dp$ 表来存储所有子问题的解,状态的每个独立变量都是 $dp$ 表的一个维度。本质上看,$dp$ 表是子问题的解和状态之间的映射。 + +**第二步:找出最优子结构,进而推导出状态转移方程** + +对于状态 $[i, j]$ ,它只能从上边格子 $[i-1, j]$ 和左边格子 $[i, j-1]$ 转移而来。因此最优子结构为:到达 $[i, j]$ 的最小路径和由 $[i, j-1]$ 的最小路径和与 $[i-1, j]$ 的最小路径和,这两者较小的那一个决定。 + +根据以上分析,可推出以下状态转移方程: + +$$ +dp[i, j] = \min(dp[i-1, j], dp[i, j-1]) + grid[i, j] +$$ + +![最优子结构与状态转移方程](dp_solution_pipeline.assets/min_path_sum_solution_step2.png) + +!!! note + + 基于定义好的 $dp$ 表,我们思考原问题和子问题的关系,找出如何通过子问题的解来构造原问题的解。 + + 最优子结构揭示了原问题和子问题的递推关系,一旦我们找到了最优子结构,就可以使用它来构建出状态转移方程。 + +**第三步:确定边界条件和状态转移顺序** + +在本题中,当 $i=0$ 或 $j=0$ 时只有一种可能的路径,即只能向右移动或只能向下移动,因此首行和首列是边界条件。 + +每个格子是由其左方格子和上方格子转移而来,因此我们使用两层循环来遍历矩阵即可,即外循环正序遍历各行、内循环正序遍历各列。 + +![边界条件与状态转移顺序](dp_solution_pipeline.assets/min_path_sum_solution_step3.png) + +!!! note + + 边界条件即初始状态,在搜索中用于剪枝,在动态规划中用于初始化 $dp$ 表。状态转移顺序的核心是要保证在计算当前问题时,所有它依赖的更小子问题都已经被正确地计算出来。 + +最后,我们基于以上结果实现解法即可。熟练度较高同学可以直接写出动态规划解法,初学者可以按照“暴力搜索 $\rightarrow$ 记忆化搜索 $\rightarrow$ 动态规划” 的顺序实现。 + +## 方法一:暴力搜索 + +从状态 $[i, j]$ 开始搜索,不断分解为更小的状态 $[i-1, j]$ 和 $[i, j-1]$ ,包括以下递归要素: + +- **递归参数**:状态 $[i, j]$ ;**返回值**:从 $[0, 0]$ 到 $[i, j]$ 的最小路径和 $dp[i, j]$ ; +- **终止条件**:当 $i = 0$ 且 $j = 0$ 时,返回代价 $grid[0][0]$ ; +- **剪枝**:当 $i < 0$ 时或 $j < 0$ 时索引越界,此时返回代价 $+\infty$ ,代表不可行; + +=== "Java" + + ```java title="min_path_sum.java" + [class]{min_path_sum}-[func]{minPathSumDFS} + ``` + +=== "C++" + + ```cpp title="min_path_sum.cpp" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "Python" + + ```python title="min_path_sum.py" + [class]{}-[func]{min_path_sum_dfs} + ``` + +=== "Go" + + ```go title="min_path_sum.go" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "JavaScript" + + ```javascript title="min_path_sum.js" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "TypeScript" + + ```typescript title="min_path_sum.ts" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "C" + + ```c title="min_path_sum.c" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "C#" + + ```csharp title="min_path_sum.cs" + [class]{min_path_sum}-[func]{minPathSumDFS} + ``` + +=== "Swift" + + ```swift title="min_path_sum.swift" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "Zig" + + ```zig title="min_path_sum.zig" + [class]{}-[func]{minPathSumDFS} + ``` + +=== "Dart" + + ```dart title="min_path_sum.dart" + [class]{}-[func]{minPathSumDFS} + ``` + +我们尝试画出以 $dp[2, 1]$ 为根节点的递归树。观察下图,递归树包含一些重叠子问题,其数量会随着网格 `grid` 的尺寸变大而急剧增多。 + +直观上看,**存在多条路径可以从左上角到达同一单元格**,这便是该问题存在重叠子问题的内在原因。 + +![暴力搜索递归树](dp_solution_pipeline.assets/min_path_sum_dfs.png) + +每个状态都有向下和向右两种选择,从左上角走到右下角总共需要 $m + n - 2$ 步,所以最差时间复杂度为 $O(2^{m + n})$ 。请注意,这种计算方式未考虑临近网格边界的情况,当到达网络边界时只剩下一种选择。因此实际的路径数量会少一些。 + +## 方法二:记忆化搜索 + +为了避免重复计算重叠子问题,我们引入一个和网格 `grid` 相同尺寸的记忆列表 `mem` ,用于记录各个子问题的解,提升搜索效率。 + +=== "Java" + + ```java title="min_path_sum.java" + [class]{min}-[func]{minPathSumDFSMem} + ``` + +=== "C++" + + ```cpp title="min_path_sum.cpp" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "Python" + + ```python title="min_path_sum.py" + [class]{}-[func]{min_path_sum_dfs_mem} + ``` + +=== "Go" + + ```go title="min_path_sum.go" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "JavaScript" + + ```javascript title="min_path_sum.js" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "TypeScript" + + ```typescript title="min_path_sum.ts" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "C" + + ```c title="min_path_sum.c" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "C#" + + ```csharp title="min_path_sum.cs" + [class]{min_path_sum}-[func]{minPathSumDFSMem} + ``` + +=== "Swift" + + ```swift title="min_path_sum.swift" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "Zig" + + ```zig title="min_path_sum.zig" + [class]{}-[func]{minPathSumDFSMem} + ``` + +=== "Dart" + + ```dart title="min_path_sum.dart" + [class]{}-[func]{minPathSumDFSMem} + ``` + +如下图所示,引入记忆化可以消除所有重复计算,时间复杂度取决于状态总数,即网格尺寸 $O(nm)$ 。 + +![记忆化搜索递归树](dp_solution_pipeline.assets/min_path_sum_dfs_mem.png) + +## 方法三:动态规划 + +动态规划代码是从底至顶的,仅需循环即可实现。 + +=== "Java" + + ```java title="min_path_sum.java" + [class]{min}-[func]{minPathSumDP} + ``` + +=== "C++" + + ```cpp title="min_path_sum.cpp" + [class]{}-[func]{minPathSumDP} + ``` + +=== "Python" + + ```python title="min_path_sum.py" + [class]{}-[func]{min_path_sum_dp} + ``` + +=== "Go" + + ```go title="min_path_sum.go" + [class]{}-[func]{minPathSumDP} + ``` + +=== "JavaScript" + + ```javascript title="min_path_sum.js" + [class]{}-[func]{minPathSumDP} + ``` + +=== "TypeScript" + + ```typescript title="min_path_sum.ts" + [class]{}-[func]{minPathSumDP} + ``` + +=== "C" + + ```c title="min_path_sum.c" + [class]{}-[func]{minPathSumDP} + ``` + +=== "C#" + + ```csharp title="min_path_sum.cs" + [class]{min_path_sum}-[func]{minPathSumDP} + ``` + +=== "Swift" + + ```swift title="min_path_sum.swift" + [class]{}-[func]{minPathSumDP} + ``` + +=== "Zig" + + ```zig title="min_path_sum.zig" + [class]{}-[func]{minPathSumDP} + ``` + +=== "Dart" + + ```dart title="min_path_sum.dart" + [class]{}-[func]{minPathSumDP} + ``` + +下图展示了最小路径和的状态转移过程。该过程遍历了整个网格,因此时间复杂度为 $O(nm)$ ;数组 `dp` 使用 $O(nm)$ 空间。 + +=== "<1>" + ![最小路径和的动态规划过程](dp_solution_pipeline.assets/min_path_sum_dp_step1.png) + +=== "<2>" + ![min_path_sum_dp_step2](dp_solution_pipeline.assets/min_path_sum_dp_step2.png) + +=== "<3>" + ![min_path_sum_dp_step3](dp_solution_pipeline.assets/min_path_sum_dp_step3.png) + +=== "<4>" + ![min_path_sum_dp_step4](dp_solution_pipeline.assets/min_path_sum_dp_step4.png) + +=== "<5>" + ![min_path_sum_dp_step5](dp_solution_pipeline.assets/min_path_sum_dp_step5.png) + +=== "<6>" + ![min_path_sum_dp_step6](dp_solution_pipeline.assets/min_path_sum_dp_step6.png) + +=== "<7>" + ![min_path_sum_dp_step7](dp_solution_pipeline.assets/min_path_sum_dp_step7.png) + +=== "<8>" + ![min_path_sum_dp_step8](dp_solution_pipeline.assets/min_path_sum_dp_step8.png) + +=== "<9>" + ![min_path_sum_dp_step9](dp_solution_pipeline.assets/min_path_sum_dp_step9.png) + +=== "<10>" + ![min_path_sum_dp_step10](dp_solution_pipeline.assets/min_path_sum_dp_step10.png) + +=== "<11>" + ![min_path_sum_dp_step11](dp_solution_pipeline.assets/min_path_sum_dp_step11.png) + +=== "<12>" + ![min_path_sum_dp_step12](dp_solution_pipeline.assets/min_path_sum_dp_step12.png) + +如果希望进一步节省空间使用,可以考虑进行状态压缩。每个格子只与左边和上边的格子有关,因此我们可以只用一个单行数组来实现 $dp$ 表。 + +由于数组 `dp` 只能表示一行的状态,因此我们无法提前初始化首列状态,而是在遍历每行中更新它。 + +=== "Java" + + ```java title="min_path_sum.java" + [class]{min}-[func]{minPathSumDPComp} + ``` + +=== "C++" + + ```cpp title="min_path_sum.cpp" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "Python" + + ```python title="min_path_sum.py" + [class]{}-[func]{min_path_sum_dp_comp} + ``` + +=== "Go" + + ```go title="min_path_sum.go" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "JavaScript" + + ```javascript title="min_path_sum.js" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "TypeScript" + + ```typescript title="min_path_sum.ts" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "C" + + ```c title="min_path_sum.c" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "C#" + + ```csharp title="min_path_sum.cs" + [class]{min_path_sum}-[func]{minPathSumDPComp} + ``` + +=== "Swift" + + ```swift title="min_path_sum.swift" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "Zig" + + ```zig title="min_path_sum.zig" + [class]{}-[func]{minPathSumDPComp} + ``` + +=== "Dart" + + ```dart title="min_path_sum.dart" + [class]{}-[func]{minPathSumDPComp} + ``` diff --git a/mkdocs.yml b/mkdocs.yml index cfcfca30..60ce5d42 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -216,7 +216,8 @@ nav: - chapter_dynamic_programming/index.md - 13.1.   初探动态规划(New): chapter_dynamic_programming/intro_to_dynamic_programming.md - 13.2.   DP 问题特性(New): chapter_dynamic_programming/dp_problem_features.md - - 13.3.   0-1 背包问题(New): chapter_dynamic_programming/knapsack_problem.md + - 13.3.   DP 解题思路(New): chapter_dynamic_programming/dp_solution_pipeline.md + - 13.4.   0-1 背包问题(New): chapter_dynamic_programming/knapsack_problem.md - 14.     附录: - 14.1.   编程环境安装: chapter_appendix/installation.md - 14.2.   一起参与创作: chapter_appendix/contribution.md

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