We are given an array of size N and Q queries (1 <= N, Q <= 100000). Each query has 4 parameters: index i, index j, length L, and differences D (0 <= D <= 1). We must answer "YES" if a permutation of the subarray from arr[i] to arr[i+L-1] differs from a permutation of the subarray from arr[j] to arr[j+L-1] in at most D places, and "NO" otherwise.

This sounds like an offline segment tree problem, but I am not sure how to start implementing it.

Can someone give me some hints to get me started and moving in the right direction?

Please help, and thanks in advance!

UPD: Just for the sake of it, I tried submitting a naive N^2 solution, which didn't make it in the time limit of 2 seconds, as expected.

UPD2: Original problem statement is here.

Auto comment: topic has been updated by vamaddur (previous revision, new revision, compare).Can you give me link to problem statement? This statement is unclear

I didn't understand the permutation part clearly, but you can do the queries for any array (No need to be permutation) in

O(D*lg(n)) by hash.Can you further describe this approach?

First you will hash the whole array :

hash[i] =hash[i- 1] *BASE+a[i] .Now you can calculate the hash for each subarray in

O(1) and two subarrays are differentif and only iftheir hashes are different numbers.Also you can find LCP (Longest Common Prefix) of two subarrays in

O(lg(n)) by using binary search.Now you can solve the problem by finding LCP,

D+ 1 times :Tell if I made a mistake or completely misunderstood the problem :)

@Sa1378 That solves the problem for D = 0, but I am kind of unclear on how to compute the hash in constant time.

That code I sent works for D>0 too.

The hash for subarray [l,r] would be this :

hash[r] -hash[l- 1] *BASE^{(r - l + 1)}.I give you a code very different from your approach. The problem with your code is that you are using the original string in order to add periods and remove Do My Essay vowels and so produce the output string. What you have to do is produce an output string having no vowels defined according to your assignment and having a period prior to each consonant. In case you find a consonant you have to append + consonant to your output string else omit output.

Auto comment: topic has been updated by vamaddur (previous revision, new revision, compare).How to compare two multisets

A= {a_{1}, ...,a_{k}} andB= {b_{1}, ...,b_{k}}? Take a random functionf. If , most probablyAandBare the same multisets. Otherwise they are different.How to check if

AandBdiffers only by one element? Suppose that and . We can gety-xby comparing sums. We can also gety^{2}-x^{2}by comparing square sums. Now we knowxandy, and we can compare and .What kind of function are we talking about here? I assume a polynomial with at least degree 2 and prime coefficients?

In the first part, he is talking about functions in a general way. A constant function or any other that would not allow us to distinguish two numbers would not work, so we are looking for a bijection or a "almost" bijection.

On the second part of the answer he specifies two functions f(x) = x and f(x) = x*x. These functions let you find x and y. Of course you can use other functions if they allow you to solve the equations for x and y.

How can we prove what rng_58 has proposed ?

In general, you can't. He is using hash functions to compare sets. So there's always a probability that his method fails.

One simple approach that would hopefully work is Zobrist hashing.

Edit: Actually, you don't even need a segment tree, a prefix array should be enough (thanks to the properties of the xor operator, i.e. hash(a[i..j]) = hash(a[0..j]) ^ hash(a[0..i-1])).

quite similar to this problem:https://www.codechef.com/JUNE17/problems/CLONEME

You can take a look of the AC codes. Hope it helps.

A O(n sqrt(n)) solution.

(No hash)

Step 1:divide the elements into sqrt(n) intervals.

Step 2:divide the queries into O(n) parts according to the intervals the leftmost&rightmost elements are in

Step 3:deal with the queries like this:

Now,we just need to ADD_ELEMENT/DEL_ELEMENT in O(1) time

Declare an array diff[MAX_ARR],which shows the difference of the times each numbers appears between arr[l,l+L) and arr[r,r+L) (possible negetive),and a variable DIFF which equals to the sum of all of the ABS(arr[k])),and it can also mean the minimum elements that 'a permutation of the subarray from arr[i] to arr[i+L-1] differs from a permutation of the subarray from arr[j] to arr[j+L-1]'

When adding/removing elements,we just change two of them,so the change of arr[] and DIFF can all be O(1) (I'm sorry I don't have a complete code)

Sorry for my poor English :)

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