My editorial for 319E Ping Pong

Revision en18, by bgopc, 2024-10-18 18:59:10

Hello Codeforces community, This is an editorial for an 11-year-old problem in CF, and the official editorial still has it TODO, so yeah, why not?

319E - Пинг-Понг

I'll use step-by-step guides to demonstrate the path to finding the solution to this problem, and I hope it will be helpful to other people.

Note: in this editorial, it's assumed that the interval's ranges don't exceed $$$2n$$$, you can get the queries offline and compress the intervals.

The Main Idea

Let's assume that the intervals are given first offline, then the queries are asked; Also, let's assume $$$n \le 1000$$$.

Let's us define an edge from interval $$$i$$$ to $$$j$$$ bidirectional when $$$i$$$, $$$j$$$ intersect but none of which contains the other(e.g. [1, 10] and [5, 15]).
And an edge unidirectional from $$$i$$$ to $$$j$$$ when $$$i$$$ is contained within $$$j$$$.
Now we can use 2 unidirectional edges to form a bidirectional edge.

We draw a unidirectional edge from interval $$$i$$$ to $$$j$$$, when we can directly get to $$$j$$$ from $$$i$$$. Let this graph be $$$G$$$. Take an Scc from $$$G$$$, $$$C$$$. What we can notice in this graph is that there is a path between all pairs of vertices in $$$C$$$. So let's condensate the Scc‌s into single vertices and create the condensation graph. Let $$$L_C$$$ be the minimum $$$l$$$ in all of the intervals of $$$C$$$, $$$R_C$$$ is similarly defined.

Due to intervals lengths being strictly increasing(The whole reason this solution works), We can notice that for 2 Scc‌s, $$$C_1$$$ and $$$C_2$$$, there is a path going from $$$C_1$$$ to $$$C_2 \iff L_{C_2} \le L_{C_1} \text{ and } R_{C_1} \le R_{C_2}$$$. (this condition is useful So let's name it $$$\ast$$$)

Now, we can loop over all pairs of intervals, add the edges accordingly, and find the strongly connected components of each interval.
For a query, if the intervals are in the same Scc or $$$\ast$$$ is satisfied, the answer is Yes otherwise No.

Getting rid of Scc

After a bit of thinking, you can notice that drawing unidirectional edges is useless, because of the $$$\ast$$$ we can easily get rid of them, Let's use a Union Find Tool (aka dsu), to easily manage the connected components, we will only add the bidirectional edges, and merge their components while taking care of $$$L$$$ and $$$R$$$ in the merging process. The query handling is similar.

$$$n \le 10^5$$$

Note: this is just the magic of data structures, specifically segment trees.
Let's use a segment tree to handle component merging faster. In the segment tree nodes, we store a list of leaders of the DSU components where they strictly contain the range of this node.
Let's assume that we're adding the interval $$$[l, r]$$$, due to the length strictly increasing nature, we can trace the path of $$$l$$$ from the segment tree root to the leaf, and merge the current interval's component with the components store in the nodes of the path, we do the same for $$$r$$$.
Let the component of the current interval be $$$C$$$ after merging, now we must add this component to the nodes of $$$(L_C, R_C)$$$ range in the segment tree; so the other intervals can merge with the current interval.
Also note that while adding the interval $$$[l, r]$$$, after passing through a node, we'll clear its list of leaders.

The query handling is the same.

The full solution

Now it's just left to put the puzzle pieces together. First, we'll Get all the queries offline, So we can compress the intervals.

Now let's iterate through the queries, if the current query is an addition query, we'll just replace $$$[l, r]$$$ with their compressed equivalent, and add the interval using the previously mentioned technique with a segment tree.
Otherwise: If the intervals were in the same component, or $$$\ast$$$ was satisfied, output Yes, otherwise No.

Code

285883385

Code (long)

Thanks for your time, I hope it was useful.
this was mainly a challenge for me, to formalize my solution.

A Question

What if the interval lengths weren't necessarily increasing? Now what.
Since the main reason this solution works, is that we're guaranteed that after an interval is added, there won't be any interval added which will be completely inside of it, because it'll create a bidirectional edge between them which is incorrect.

Tags segment tree, dsu, coordinate compression, ping pong 319e

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en18 English bgopc 2024-10-18 18:59:10 256
en17 English bgopc 2024-10-14 18:25:47 30
en16 English bgopc 2024-10-14 18:24:37 2738 Tiny change: '(long)">\n\n~~~~~\n#' -> '(long)">\n~~~~~\n#'
en15 English bgopc 2024-10-14 18:20:38 4
en14 English bgopc 2024-10-14 17:31:17 0 (published)
en13 English bgopc 2024-10-14 17:31:02 139
en12 English bgopc 2024-10-14 17:28:34 78
en11 English bgopc 2024-10-14 17:26:44 4
en10 English bgopc 2024-10-14 17:26:01 4
en9 English bgopc 2024-10-14 17:25:24 4 Tiny change: 'e minimum _l_ in all of' -> 'e minimum $l$ in all of'
en8 English bgopc 2024-10-14 17:24:16 735
en7 English bgopc 2024-10-14 17:17:23 714 Tiny change: 'similar.\n' -> 'similar.\n\n\n## $n \le 10^5$'
en6 English bgopc 2024-10-14 17:05:23 220
en5 English bgopc 2024-10-14 17:02:53 443 Tiny change: ' are asked.\nLet's assum' -> ' are asked;\nAlso let's assum'
en4 English bgopc 2024-10-14 16:54:46 616
en3 English bgopc 2024-10-14 16:48:30 265 Tiny change: 'e minimum _l_ in all of' -> 'e minimum l in all of'
en2 English bgopc 2024-10-14 16:42:28 812
en1 English bgopc 2024-10-14 16:28:07 572 Initial revision (saved to drafts)