动态规划题集整理

动态规划题集整理

  1、递推

 

 

 

        Recursion Practice                              ★☆☆☆☆          几个初级递推
        Put Apple                                       ★☆☆☆☆

        Tri Tiling                                      ★☆☆☆☆          【例题1】
        Computer Transformation                         ★☆☆☆☆          【例题2】
        Train Problem II                                ★☆☆☆☆          
        How Many Trees?                                 ★☆☆☆☆          
        Buy the Ticket                                  ★☆☆☆☆          
        Game of Connections                             ★☆☆☆☆
        Count the Trees                                 ★☆☆☆☆
        Circle                                          ★☆☆☆☆
        Combinations, Once Again                        ★★☆☆☆
        Closing Ceremony of Sunny Cup                   ★★☆☆☆           
        Rooted Trees Problem                            ★★☆☆☆          
        Water Treatment Plants                          ★★☆☆☆           
        One Person                                      ★★☆☆☆
        Relax! It’s just a game                        ★★☆☆☆
        N Knight                                        ★★★☆☆
        Connected Graph                                 ★★★★★          楼天城“男人八题”之一

 

 

 

   2、记忆化搜索

 

 

        Function Run Fun                                ★☆☆☆☆          【例题3】

        FatMouse and Cheese                             ★☆☆☆☆          经典迷宫问题

        Cheapest Palindrome                             ★★☆☆☆ 

        A Mini Locomotive                               ★★☆☆☆

        Millenium Leapcow                               ★★☆☆☆

        Brackets Sequence                               ★★★☆☆          经典记忆化

        Chessboard Cutting                              ★★★☆☆          《算法艺术和信息学竞赛》例题

        Number Cutting Game                             ★★★☆☆


 

   3、最长单调子序列

 

 

        Constructing Roads In JG Kingdom                ★★☆☆☆

        Stock Exchange                                  ★★☆☆☆

        Wooden Sticks                                   ★★☆☆☆

        Bridging signals                                ★★☆☆☆

        BUY LOW, BUY LOWER                              ★★☆☆☆         要求需要输出方案数

        Longest Ordered Subsequence                     ★★☆☆☆

        Crossed Matchings                               ★★☆☆☆

        Jack's struggle                                 ★★★☆☆          稍微做点转化

 

 

   4、最大M子段和

        Max Sum                                         ★☆☆☆☆              最大子段和

        Max Sum Plus Plus                               ★★☆☆☆              最大M子段和

        To The Max                                      ★★☆☆☆              最大子矩阵

        Max Sequence                                    ★★☆☆☆              最大2子段和

        Maximum sum                                     ★★☆☆☆              最大2子段和

        最大连续子序列                                  ★★☆☆☆              最大子段和

        Largest Rectangle in a Histogram                ★★☆☆☆              最大子矩阵变形

        City Game                                       ★★☆☆☆              最大子矩阵扩展

        Matrix Swapping II                              ★★★☆☆              最大子矩阵变形后扩展

   5、线性模型

        Skiing                                          ★☆☆☆☆

        Super Jumping! Jumping! Jumping!                ★☆☆☆☆ 

        Milking Time                                    ★★☆☆☆         区间问题的线性模型

        Computers                                       ★★☆☆☆         【例题5】

        Bridge over a rough river                       ★★★☆☆         【例题6】

        Crossing River                                  ★★★☆☆         【例题6】大数据版

        Blocks                                          ★★★☆☆          

        Parallel Expectations                           ★★★★☆         线性模型黑书案例
 

       6、区间模型

        Palindrome                                      ★☆☆☆☆         【例题7】

        See Palindrome Again                            ★★★☆☆

       7、背包模型

        饭卡                                            ★☆☆☆☆              01背包

        I NEED A OFFER!                                 ★☆☆☆☆              概率转化

        Bone Collector                                  ★☆☆☆☆              01背包

        最大报销额                                      ★☆☆☆☆              01背包

        Duty Free Shop                                  ★★☆☆☆              01背包

        Robberies                                       ★★☆☆☆              【例题8】 

        Piggy-Bank                                      ★☆☆☆☆              完全背包

        Cash Machine                                    ★☆☆☆☆              多重背包

        Coins                                           ★★☆☆☆              多重背包,楼天城“男人八题”之一

        I love sneakers!                                ★★★☆☆              背包变形
 

       8、状态压缩模型

        ChessboardProblem                               ★☆☆☆☆              比较基础的状态压缩

        Number of Locks                                 ★☆☆☆☆              简单状态压缩问题

        Islands and Bridges                             ★★☆☆☆              【例题9】

        Tiling a Grid With Dominoes                     ★★☆☆☆              骨牌铺方格 4XN的情况

        Mondriaan's Dream                               ★★☆☆☆              【例题10】的简易版

        Renovation Problem                              ★★☆☆☆              简单摆放问题

        The Number of set                               ★★☆☆☆

        Hardwood floor                                  ★★★☆☆              【例题10】二进制状态压缩鼻祖

        Tetris Comes Back                               ★★★☆☆              纸老虎题

        Bugs Integrated, Inc.                           ★★★☆☆              三进制状态压缩鼻祖

        Another Chocolate Maniac                        ★★★☆☆              三进制

        Emplacement                                     ★★★☆☆              类似Bugs那题,三进制

        Toy bricks                                      ★★★☆☆              四进制, 左移运算高于&

        Quad Tiling                                     ★★★☆☆              骨牌铺方格 4XN的情况 利用矩阵优化

        Eat the Trees                                   ★★★☆☆              插头DP入门题

        Formula 1                                       ★★★☆☆              插头DP入门题

        The Hive II                                     ★★★☆☆              插头DP

        Plan                                            ★★★☆☆              插头DP

        Manhattan Wiring                                ★★★☆☆              插头DP

        Pandora adventure                               ★★★★☆              插头DP

        Tony's Tour                                     ★★★★☆              插头DP,楼天城“男人八题”之一

        Pipes                                           ★★★★☆              插头DP

        circuits                                        ★★★★☆              插头DP

        Beautiful Meadow                                ★★★★☆              插头DP

        I-country                                       ★★★★☆              高维状态表示

        Permutaion                                      ★★★★☆              牛逼的状态表示

        01-K Code                                       ★★★★☆

        Tour in the Castle                              ★★★★★              插头DP(难)

        The Floor Bricks                                ★★★★★              四进制(需要优化)
 

       9、树状模型

        Anniversary party                               ★☆☆☆☆              树形DP入门

        Strategic game                                  ★☆☆☆☆              树形DP入门

        Computer                                        ★★☆☆☆ 

        Long Live the Queen                             ★★☆☆☆

        最优连通子集                                    ★★☆☆☆ 

        Computer Network                                ★★☆☆☆

        Rebuilding Roads                                ★★★☆☆              树形DP+背包

        New Year Bonus Grant                            ★★★☆☆

        How Many Paths Are There                        ★★★☆☆  

        Intermediate Rounds for Multicast               ★★★★☆

        Fire                                            ★★★★☆

        Walking Race                                    ★★★★☆

        Tree                                            ★★★★★              树形DP,楼天城“男人八题”之一

   

        10、滚动数组优化常见问题

        Palindrome                                      ★☆☆☆☆

        Telephone Wire                                  ★☆☆☆☆

        Gangsters                                       ★☆☆☆☆

        Dominoes                                        ★☆☆☆☆

        Cow Exhibition                                  ★☆☆☆☆

        Supermarket                                     ★★☆☆☆
 

        11、决策单调性

        Print Article                                   ★★★☆☆

        Lawrence                                        ★★★☆☆

        Batch Scheduling                                ★★★☆☆

        K-Anonymous Sequence                            ★★★☆☆

        Cut the Sequence                                ★★★☆☆
 

        12、常用优化

        Divisibility                                    ★★☆☆☆        利用同余性质

        Magic Multiplying Machine                       ★★☆☆☆        利用同余性质

        Moving Computer                                 ★★☆☆☆        散列HASH表示状态

        Post Office                                     ★★★☆☆        四边形不等式

        Minimizing maximizer                            ★★★☆☆        线段树优化

        Man Down                                        ★★★☆☆        线段树优化

        So you want to be a 2n-aire?                    ★★★☆☆        期望问题

        Expected Allowance                              ★★★☆☆        期望问题

        Greatest Common Increase Subseq                 ★★★☆☆        二维线段树优化

        Traversal                                       ★★★☆☆        树状数组优化

        Find the nondecreasing subsequences             ★★★☆☆        树状数组优化

        Not Too Convex Hull                             ★★★★☆        利用凸包进行状态转移

        In Action                                       ★★★☆☆        最短路+背包

        Search of Concatenated Strings                  ★★★☆☆        STL bitset 应用
 

        13、其他类型的动态规划

 

        Common Subsequence                              2D/0D

        Advanced Fruits                                 2D/0D

        Travel                                          2D/1D

        RIPOFF                                          2D/1D

        Balls                                           2D/1D

        Projects                                        2D/1D

        Cow Roller Coaster                              2D/1D 

        LITTLE SHOP OF FLOWERS                          2D/1D

        Pearls                                          2D/1D

        Spiderman                                       2D/0D

        The Triangle                        2D/0D 

        Triangles                           2D/0D

        Magazine Delivery                     3D/0D

        Tourist                             3D/0D

        Rectangle                           2D/1D

        Message                             2D/1D

        Bigger is Better                      2D/1D

        Girl Friend II                       2D/1D

        Phalanx                             2D/1D

        Spiderman                           最坏复杂度O(NK),K最大为1000000,呵呵

        Find a path                                     3D/1D 公式简化,N维不能解决的问题试着用N+1维来求解

 

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转载自blog.csdn.net/Soul_97/article/details/81334643
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