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

Revision en18, by CristianoPenaldo, 2023-02-15 15:20:53

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:

$$$c(i) := max\{j|A_j < B_i\}$$$. (1)

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:

$$$f(i) = g(i) = f(i+1)$$$. (2)

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 $$$p$$$ of $$$[i+1,\,i+2\,...\,n]$$$, just add $$$i$$$ in front of $$$p$$$. The number of distinct permutations when $$$i$$$ signs on $$$A_i$$$ is just $$$f(i+1)$$$. If $$$i$$$ signs on $$$B_i$$$, then $$$i$$$ must not be placed the first, otherwise it is overlapped with a situation where $$$i$$$ signs on $$$A_i$$$. Now we consider the number of permutations that $$$i$$$ is placed the first among $$$\{i,\,i+1,\,...\,n\}$$$. In this case, $$$x \in \{i+1,\,i+2\,...\,c(i)\}$$$ should all sign on $$$B_x$$$ because $$$A_x < B_i$$$ (according to the definition of $$$c$$$ in Eq.(1)), and the choices of $$$x \in \{c(i)+1,\,...\,n\}$$$ are not important. The number of the permutations that $$$i$$$ signs on $$$B_i$$$ and $$$i$$$ is placed the first among $$$\{i,\,i+1,\,...\,n\}$$$ is $$$g(j)$$$, because $$$j$$$ must chooses $$$B_j$$$ and $$$\{j+1,\,j+2\,...\,n\}$$$ can choose freely. Therefore, the situation where $$$i$$$ signed on $$$B_i$$$ contributes $$$g(i) - g(j)$$$ to $$$f(i)$$$. Therefore $$$f(i) = f(i+1) + g(i) - g(j)$$$.

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!

Tags combinatorics, dp

History

 
 
 
 
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en55 English CristianoPenaldo 2023-02-18 13:01:26 4 Tiny change: ' and $c(i)<i$. They c' -> ' and $c(i) > i$. They c'
en54 English CristianoPenaldo 2023-02-15 19:06:57 5 Tiny change: '{c(i)+1,\,j+2\,...,\,' -> '{c(i)+1,\,c(i)+2\,...,\,'
en53 English CristianoPenaldo 2023-02-15 19:06:01 1 Tiny change: 'fix: $[i+1\,i+2\,...' -> 'fix: $[i+1,\,i+2\,...'
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en50 English CristianoPenaldo 2023-02-15 18:06:47 4 Tiny change: 'rt2: Idea in the blog*' -> 'rt2: Idea of the blog*'
en49 English 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 English CristianoPenaldo 2023-02-15 17:31:03 1 Tiny change: 'their name, $i$ is a' -> 'their names, $i$ is a'
en47 English CristianoPenaldo 2023-02-15 17:19:57 150
en46 English CristianoPenaldo 2023-02-15 17:11:30 2 Tiny change: '\n\n**Part4: The last' -> '\n\n**Part5: The last'
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en44 English CristianoPenaldo 2023-02-15 17:05:53 32 Tiny change: 'he first**, otherwis' -> 'he first** among $\\{i,\,i+1,\,...,\,n\\}$, otherwis'
en43 English CristianoPenaldo 2023-02-15 17:04:42 4 Tiny change: 'dd $i$ in front of ' -> 'dd $i$ in the front of '
en42 English CristianoPenaldo 2023-02-15 17:03:34 6
en41 English CristianoPenaldo 2023-02-15 17:02:11 11 Tiny change: 'e $A$.\n\nFinally, although we' -> 'e $A$.\n\nAlthough we'
en40 English CristianoPenaldo 2023-02-15 17:01:24 11 Tiny change: 'th a very clear ide' -> 'th a very genius and clear ide'
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en35 English CristianoPenaldo 2023-02-15 16:47:40 272 (published)
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en33 English CristianoPenaldo 2023-02-15 16:32:35 2 Tiny change: 'j=i+1}^{c(j)} g(j) + ' -> 'j=i+1}^{c(i)} g(j) + '
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en31 English CristianoPenaldo 2023-02-15 16:06:22 74 Tiny change: '\geq i$.\n\n![ ](htt' -> '\geq i$.\n![ ](htt'
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en12 English CristianoPenaldo 2023-02-15 14:52:52 75 Tiny change: 'eq i$.\n\n\n' -> 'eq i$.\n\n![ ](https://mirror.codeforces.com/633ccf/blog.png)\n\n\n'
en11 English CristianoPenaldo 2023-02-15 14:41:38 55
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en1 English CristianoPenaldo 2023-02-15 13:31:51 165 Initial revision (saved to drafts)