My learning note on AGC061C based on Little09's (Simplified) Chinese Blog

Правка en15, от CristianoPenaldo, 2023-02-15 15:05:27

I admit that AGC061C is too hard for me, and I don't even understand its official editorial. Today I see a Luogu blog with a very clear idea on this problem. I learn a lot from it, and I would like to share it to you. The writer of this blog is possibly Little09, but I am not quite sure.

Part1: Problem Statement and Constraints

There are $$$N$$$ customers named $$$1$$$, ..., $$$N$$$ visiting a shop. Customer $$$i$$$ arrives at time $$$A_i$$$ and leaves at time $$$B_i$$$ The queue order is first in first out, so $$$A_i$$$ and $$$B_i$$$ are both increasing. Additionally, all $$$A_i$$$ and $$$B_i$$$ are pairwise distinct.

At the entrance, there's a list of visitors to put their names in. Each customer will write down their name next in the list exactly once, either when they arrive or when they leave. How many different orders of names can there be in the end? Find the count modulo $$$998244353$$$.

Constraints:

$$$\cdot 1 \leq N \leq 500000$$$.

$$$\cdot 1 \leq A_i \leq B_i \leq 2N$$$.

$$$\cdot A_i < A_{i+1}\,(1 \leq i \leq N-1)$$$.

$$$\cdot B_i < B_{i+1}\,(1 \leq i \leq N-1)$$$.

$$$\cdot A_i \neq B_j \,(i \neq j)$$$

$$$\cdot \text{All values in the input are integers}$$$.

Part2: Idea in the blog

Consider two dynamic programming tables named $$$f$$$ and $$$g$$$ ($$$dp$$$ in the original blog). The blog computes $$$f,\,g$$$ in the reverse order. Formally,

$$$f(i) (1 \leq i \leq n)$$$: The number of permutations when we have already considered persons $$$i,\,i+1,\,...,\,n$$$.

$$$g(i) (1 \leq i \leq n)$$$: The number of permutations when we have already considered persons $$$i,\,i+1,\,...,\,n$$$, and the person $$$i$$$ is forced to sign her (or his) name on $$$B_i$$$.

The blog defines $$$c(i)$$$ as:

$$$c(i) := max\{j|a_j < b_i\}$$$. Obviously $$$i \in \{j|a_j < b_i\}$$$ and $$$c(i) \geq i$$$.

In the Case $$$1$$$ where $$$c(i) = i$$$, no matter the person $$$i$$$ signs on $$$A_i$$$ and $$$B_i$$$, $$$i$$$ places in front of $$$i+1,\,i+2,\,...\,n$$$. Therefore, we have $$$f(i) = g(i) = f(i+1)$$$.

In the Case $$$2$$$, person $$$i$$$ does not interfere with $$$j+1,\,j+2,...\,n$$$. First, we consider $$$f(i)$$$. If $$$i$$$ signs on $$$A_i$$$, then no matter when $$$i+1,\,i+2,\,...\,n$$$ sign their name, $$$i$$$ is always placed in front of them. It is a bijection, given a permutation of $$$[i+1,\,i+2\,...\,n]$$$, just add $$$i$$$ in front of the permutation to get a new permutation of $$$[i,\,i+1\,...\,n]$$$. So, the number of distinct permutations when $$$i$$$ signs on $$$A_i$$$ is just $$$f(i+1)$$$.

Part3: What I have learned

(1) The most important idea in counting is dividing into non-overlapping sets whose union are the whole set.

(2) The most important thing of dp is defining states.

(3) Bijections are really important in combinatorics. For example, the Dyck path.

(4) Achieving (1) and (2) requires high IQ and talent. For example, the definition of $$$f$$$ in the blog is normal, while the definition of $$$g$$$ is genius!

Теги combinatorics, dp

История

 
 
 
 
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en55 Английский CristianoPenaldo 2023-02-18 13:01:26 4 Tiny change: ' and $c(i)<i$. They c' -> ' and $c(i) > i$. They c'
en54 Английский CristianoPenaldo 2023-02-15 19:06:57 5 Tiny change: '{c(i)+1,\,j+2\,...,\,' -> '{c(i)+1,\,c(i)+2\,...,\,'
en53 Английский CristianoPenaldo 2023-02-15 19:06:01 1 Tiny change: 'fix: $[i+1\,i+2\,...' -> 'fix: $[i+1,\,i+2\,...'
en52 Английский CristianoPenaldo 2023-02-15 19:00:40 9
en51 Английский CristianoPenaldo 2023-02-15 18:26:48 58
en50 Английский CristianoPenaldo 2023-02-15 18:06:47 4 Tiny change: 'rt2: Idea in the blog*' -> 'rt2: Idea of the blog*'
en49 Английский CristianoPenaldo 2023-02-15 17:36:32 14 Tiny change: '3), i.e., there is actually not neces' -> '3), i.e., it is not neces'
en48 Английский CristianoPenaldo 2023-02-15 17:31:03 1 Tiny change: 'their name, $i$ is a' -> 'their names, $i$ is a'
en47 Английский CristianoPenaldo 2023-02-15 17:19:57 150
en46 Английский CristianoPenaldo 2023-02-15 17:11:30 2 Tiny change: '\n\n**Part4: The last' -> '\n\n**Part5: The last'
en45 Английский CristianoPenaldo 2023-02-15 17:09:23 62
en44 Английский CristianoPenaldo 2023-02-15 17:05:53 32 Tiny change: 'he first**, otherwis' -> 'he first** among $\\{i,\,i+1,\,...,\,n\\}$, otherwis'
en43 Английский CristianoPenaldo 2023-02-15 17:04:42 4 Tiny change: 'dd $i$ in front of ' -> 'dd $i$ in the front of '
en42 Английский CristianoPenaldo 2023-02-15 17:03:34 6
en41 Английский CristianoPenaldo 2023-02-15 17:02:11 11 Tiny change: 'e $A$.\n\nFinally, although we' -> 'e $A$.\n\nAlthough we'
en40 Английский CristianoPenaldo 2023-02-15 17:01:24 11 Tiny change: 'th a very clear ide' -> 'th a very genius and clear ide'
en39 Английский CristianoPenaldo 2023-02-15 17:00:40 178
en38 Английский CristianoPenaldo 2023-02-15 16:52:57 216
en37 Английский CristianoPenaldo 2023-02-15 16:48:30 1 Tiny change: 'i \neq j)$\n\n$\cdot' -> 'i \neq j)$.\n\n$\cdot'
en36 Английский CristianoPenaldo 2023-02-15 16:48:07 6
en35 Английский CristianoPenaldo 2023-02-15 16:47:40 272 (published)
en34 Английский CristianoPenaldo 2023-02-15 16:44:14 651
en33 Английский CristianoPenaldo 2023-02-15 16:32:35 2 Tiny change: 'j=i+1}^{c(j)} g(j) + ' -> 'j=i+1}^{c(i)} g(j) + '
en32 Английский CristianoPenaldo 2023-02-15 16:25:16 4
en31 Английский CristianoPenaldo 2023-02-15 16:06:22 74 Tiny change: '\geq i$.\n\n![ ](htt' -> '\geq i$.\n![ ](htt'
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en26 Английский CristianoPenaldo 2023-02-15 15:50:00 2 Tiny change: 's_{j=i+1}^c(j) g(j) + f(' -> 's_{j=i+1}^{c(j)} g(j) + f('
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en13 Английский CristianoPenaldo 2023-02-15 14:55:41 359
en12 Английский CristianoPenaldo 2023-02-15 14:52:52 75 Tiny change: 'eq i$.\n\n\n' -> 'eq i$.\n\n![ ](https://codeforces.net/633ccf/blog.png)\n\n\n'
en11 Английский CristianoPenaldo 2023-02-15 14:41:38 55
en10 Английский CristianoPenaldo 2023-02-15 14:33:54 279
en9 Английский CristianoPenaldo 2023-02-15 14:28:39 696
en8 Английский CristianoPenaldo 2023-02-15 14:20:37 15 Tiny change: '\text{All inputs are integ' -> '\text{All values in the input are integ'
en7 Английский CristianoPenaldo 2023-02-15 14:19:48 214
en6 Английский CristianoPenaldo 2023-02-15 14:16:46 46 Tiny change: '98244353$.' -> '98244353$.\n\nConstraints:\n$\cdot 1 \leq N \leq 500000$'
en5 Английский CristianoPenaldo 2023-02-15 14:16:07 30
en4 Английский CristianoPenaldo 2023-02-15 14:14:35 565
en3 Английский CristianoPenaldo 2023-02-15 14:11:37 116
en2 Английский CristianoPenaldo 2023-02-15 14:10:18 278
en1 Английский CristianoPenaldo 2023-02-15 13:31:51 165 Initial revision (saved to drafts)