Some Interval DP Problems and State Reduction

Правка en4, от lelbaba, 2022-11-08 09:08:05

Hi everyone! Recently I have been solving some classic interval DP problems, and came across some neat problems. Most of these problems have relatively simple recurrence relations, but the straightforward solutions will not pass in complexity, hence requires an observation to reduce the complexity (generally by reducing the number of states by some pre-computation).

Prerequisites : Introductory interval DP such as Longest Increasing Subsequence, Longest Common Subsequence.

1312E - Сжатие массива You are given an array of $$$a_1,a_2,\dots,a_n$$$ length $$$n (n \leq 500, a_i \leq 1000).$$$ You can perform the following operation any number of times:

Choose a pair of two neighboring equal elements $$$a_i=a_{i+1}$$$ (if there is at least one such pair). Replace them by one element with value $$$a_i + 1$$$. After each such operation, the length of the array will decrease by one (and elements are renumerated accordingly). What is the minimum possible length of the array a you can get?

Hint
Теги dynamic programming, intervals, tutorial

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en50 Английский lelbaba 2022-11-10 16:10:07 1209 (published)
en49 Английский lelbaba 2022-11-10 15:01:42 2223
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en41 Английский lelbaba 2022-11-10 10:57:02 1313
en40 Английский lelbaba 2022-11-08 16:11:57 4
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en38 Английский lelbaba 2022-11-08 15:27:56 221
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en29 Английский lelbaba 2022-11-08 13:58:38 58
en28 Английский lelbaba 2022-11-08 13:57:19 5 Tiny change: '$f_{i,j,k} denote wh' -> '$f_{i,j,k}$ denote wh'
en27 Английский lelbaba 2022-11-08 13:56:26 921
en26 Английский lelbaba 2022-11-08 11:12:27 2 Tiny change: 'elation,\n\n$f_{l,l}' -> 'elation,\n$f_{l,l}'
en25 Английский lelbaba 2022-11-08 11:11:52 2 Tiny change: 'elation,\n$f_{l,l}' -> 'elation,\n\n$f_{l,l}'
en24 Английский lelbaba 2022-11-08 11:10:41 4 Tiny change: 'elation,\n\n$f_{l,l} = a_l$\n\n$f_{l,r}' -> 'elation,\n$f_{l,l} = a_l$\n$f_{l,r}'
en23 Английский lelbaba 2022-11-08 11:09:46 4
en22 Английский lelbaba 2022-11-08 11:09:08 5
en21 Английский lelbaba 2022-11-08 11:07:39 4
en20 Английский lelbaba 2022-11-08 11:05:47 1 Tiny change: 'rations.\n\n<spoiler' -> 'rations.\n<spoiler'
en19 Английский lelbaba 2022-11-08 11:04:51 2 Tiny change: 'i} + 1)$\nNote: $[' -> 'i} + 1)$\n\nNote: $['
en18 Английский lelbaba 2022-11-08 11:03:12 22 Tiny change: 'dp_1 = 1.$\n</spoile' -> 'dp_1 = 1.$ $dp_n$ is our answer.\n</spoile'
en17 Английский lelbaba 2022-11-08 11:01:56 18 Tiny change: '+ f_{j,i}$\n</spoil' -> '+ f_{j,i}$ where $dp_1 = 1.$\n</spoil'
en16 Английский lelbaba 2022-11-08 10:59:52 2 Tiny change: 'j \leq i, f_{j,i} \' -> 'j \leq i, \ f_{j,i} \'
en15 Английский lelbaba 2022-11-08 10:59:09 4 Tiny change: 'i} \ne 0} dp_{j-1} ' -> 'i} \ne 0} \ \ dp_{j-1} '
en14 Английский lelbaba 2022-11-08 10:58:27 237
en13 Английский lelbaba 2022-11-08 10:41:39 4 Tiny change: 'relation, //\n$f_{l,l}' -> 'relation, \\\n$f_{l,l}'
en12 Английский lelbaba 2022-11-08 10:41:09 76
en11 Английский lelbaba 2022-11-08 10:38:21 2 Tiny change: '{l,i} + 1)\n</spoile' -> '{l,i} + 1)$\n</spoile'
en10 Английский lelbaba 2022-11-08 10:37:57 158
en9 Английский lelbaba 2022-11-08 10:24:51 5
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en6 Английский lelbaba 2022-11-08 09:37:52 9 Tiny change: 'ed to.\n\n#### Claim\nIf the s' -> 'ed to.\n\n**Claim**\nIf the s'
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en2 Английский lelbaba 2022-11-08 08:28:51 65
en1 Английский lelbaba 2022-11-08 08:19:37 1038 Initial revision (saved to drafts)