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Questions tagged [balanced-search-trees]

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1answer
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How does the double rotation in AVL tree work?

I am trying to find out from this visualization how does the AVL trees work. But I am not able to find out how is the algorithm choosing which vertex is the right one to use as "partial root". The ...
2
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2answers
146 views

How do I know which direction I should rotate a node in an AVL Tree?

I'm studying AVL Trees in my programming class and we got this exercise dealing with right, left, left-right and right-left rotations as a way to check if we understand the theoretical concept of AVL ...
2
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0answers
35 views

Documentation of “bin number” trees

TL;DR: I implemented a special (?) binary tree and can't find any further details on the method I used on the internet. I would like to know if there are any scientific papers discussing my ...
2
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0answers
21 views

B/B+ trees without leftmost pointers

In both B-trees and B+trees, a node (a.k.a page) contains K keys and K+1 pointers: node = [ ptr_1, key_1, ... , ptr_K , key_K , ptr_(K+1) ] Now suppose that I ...
2
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0answers
388 views

Tight upper bound on height of a red-black tree

"Introduction to Algorithms" by Cormen et al., 3rd edition, Lemma 13.1 states that A red-black tree with $n$ internal nodes has height at most $2\log(n+1)$, i.e. $h \le 2\log(n+1)$. Can equality ...
2
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0answers
438 views

Time complexity of the operations on a b-tree if deletion is performed by marking nodes inactive

I'm given a B-tree where the delete-operation is not implemented, but instead keys are deleted using tombstones (so they stay in the tree, but are marked as deleted). Now when at least 90% of all keys ...
2
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0answers
83 views

Can the right childs of a node in an AVL tree be both balanced after an insert and need rebalancing?

I was trying to come up with a case where one would need rebalance the following case in an AVL tree: I think that case impossible to happen during an insert. It seems to me that its impossible to ...
1
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1answer
414 views

Is every AVL tree a BST or just BT?

I was going through the concepts of AVL tree and came across the definition of AVL tree from the wiki. In computer science, an AVL tree (named after inventors Adelson-Velsky and Landis) is a self-...
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3answers
138 views

Zero-based array implementation with logarithmic insertion time

Normal zero-based arrays (ie not those with a sort order) have constant lookup time, but linear insertion time. For a specific problem I was musing about a balanced tree that would allow for an zero-...
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1answer
1k views

Every AVL tree may be red black tree

I proved by induction that every AVL tree may be colored such that it will be red black tree. The problem is that I can't see an error in my proof. Look at my proof. Induction for height. Let's ...
1
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1answer
122 views

Why not use large $k$ in a $k$-ary tree?

Obviously binary trees are great because of $O(\log_2 n)$ search, inserts, and deletes in best case. To "maximize" occurrence of best case, we can use self-balancing trees like red-black trees, AVLs, ...
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1answer
612 views

BVL Balanced Tree

I have an issue about proving the next problem: Let's define a BVL tree, which is a binary tree, who satisfied the feature that the difference between the heights of the children of a node, is at ...
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2answers
820 views

AVL tree such that each insert causes rotation (single or double)

Could you give me an example of an AVL tree for which inserting an element at an arbitrary (i.e. every) position causes a rotation (double or single)? I have tried to come up with an example, but I ...
1
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1answer
65 views

Finding an interval in a binary search tree that contains a point

I have a binary search tree where nodes are non-overlapping intervals. I'm given a point, and I need to determine which interval the point belongs to (if any). This is easy to do because I can compare ...
1
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1answer
128 views

how does rotation works in AVL trees and what is a good way to understand it?

If we consider this tree with T1 and T2 as subtrees, and we want to rotate on x (rotating the edge between T1 and x), what is the result? how does it work then? Does the x stay in its place and T1 ...
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1answer
72 views

How to retrieve reset bit in constant time in a bit array

In a game application there is a session id assigned to each player every time they start a new session. Session id's are always unique and there can be billion users of this game. Whenever a user ...
1
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1answer
697 views

For AVL trees, how do we know if a RL or a LR rotation is needed?

Suppose I am trying to construct a simple AVL tree: Upon inserting 'B' the tree becomes imbalanced. How do I exactly know that I need a LR or RL rotation without making any guesses? From what I ...
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1answer
886 views

weight balanced binary tree vs height balanced binary tree [closed]

What are advantages and disadvantages of weight balanced binary tree over the height balanced binary tree?
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1answer
889 views

How do I find the number of inversions using a red black tree?

I'm trying to figure out a way to find the number of inversions in permutation time O(nlogn) using red black trees. Here's how I think it can be done. So if I have an algorithm that inserts a new node ...
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1answer
501 views

Deletion from 2,3,4 tree

Consider a 2,3,4 tree like so, ...
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1answer
176 views

Number of leaf nodes in n-element red-black trees

Why the number of (NIL) leaf nodes in n-element red-black trees is n+1?
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1answer
41 views

rebalance red-black tree with many violations

Every red-black tree implementation I've come across use a strategy that considers re-balancing the tree after each mutation (e.g. insert, delete, ...). I have a situation where I graft several sub-...
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1answer
60 views

Height of data structures

Why the height complexity of a data structure, generally expressed in terms of $\log n$, do not contain a ceiling or floor ?
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1answer
600 views

Reb-black tree amortized cost of the rebalancing

I've read in different sources that the amortized cost of a red-black tree rebalancing is constant (at least during the tree creation using only insertions). How can it be proved?
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1answer
732 views

Bounds on the number of rotations in the insertion operation of a Red Black Tree

I am having some trouble understanding why people say that contrary to what happens with AVL trees, there is a bound on the number of rotations occurring in an insertion with a Red Black Tree. From ...
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1answer
37 views

How to prove that in an AVL tree with height h, the depth of every leaf node is at least $\lceil h/2 \rceil$

I have an AVL tree with height h. I understand how to get h $\thickapprox$ 1.440 log N. However, I can't figure out how to calculate the minimum depth of a leaf node from root. I tried constructing a ...
1
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1answer
57 views

How to find the number of intervals containing a point when given a static set of intervals?

I've seen similar questions around here but I'm trying to address this problem with a slight change and maybe it makes it easier to solve. I'm given a set of intervals $\{s_1,s_2,...,s_n\}$ where ...
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1answer
97 views

I don't understand the case 4 of red-black tree deletion

I don't know why case 4 will resolve the issue of the double black of $x$ described in Introduction to algorithm p.329. I know case 1 is transformed into one of {2,3,4} case, and case 2 re-point $x$ ...
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1answer
303 views

AVL tree worst case height proof

The worst case height of AVL tree is $1.44 \log n$. How do we prove that? I read somewhere about Fibonacci quicks but did not understand it.
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0answers
19 views

Does keeping underflowed nodes unbalance the R-tree?

When deleting nodes from an R-tree, if a branch underflows, then it's meant to be dissolved and its children are meant to be reinserted into the tree. But most R-tree implementations that I've seen ...
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0answers
38 views

Efficient data structure for multidimensional searching on intervals and keys

I am searching for a data structure that can capture a database, which is consisted of one column of intervals (like [0, 2], [4, 6]) and one/two columns of keys (...
1
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1answer
58 views

Minimum finger search tree complexity

Suppose I have an AVL tree with a pointer to the minimal element. I'd like to conduct a search for some key x, which is the $k$-smallest key in the entire tree. I can do this by "climbing" up the tree'...
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0answers
106 views

Advantage of bulkloading in a B-Tree

https://en.wikipedia.org/wiki/B-tree#Initial_construction Currently I know of 2 ways for building a B-Tree : bulkloading and just inserting key after key. In the wiki example the keys are sorted, ...
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0answers
719 views

Day-Stout-Warren algorithm for balancing BST. How does vine to tree work?

I was trying to understand the dsw algorithm for balancing a binary search tree in-place using this virgina tech page. The wikipedia page and vt page are more or less similar. I am having a hard time ...
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0answers
135 views
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0answers
428 views

Using rotate to balance a red-black tree?

You have a Black-Red Tree of height h that has two childs: Left child is a full binary tree of height h-1 Right child ...
1
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1answer
1k views

Red Black Tree deletion algorithm (CLRS, 3rd edition) : Deleting the root

I have been following the third edition of Introduction to Algorithms (by Cormen, Rivest et al), and have been studying the deletion algorithm for red black trees. However, I am confounded at the ...
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0answers
16 views

Saving a pointer to the n/4 node in AVL tree [duplicate]

I have an AVL Tree which every node has a filed with a key which is an integer. I need to save a pointer to the Minimum , Maximum and the $\left \lfloor \frac{n}{4} \right \rfloor $ nodes. the first ...
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1answer
1k views

Given a Red-Black Tree of n keys, is there a way to quickly determine if a red-node exists?

My best attempt at a specific case of the problem where $n =$ 256: For a specific case that a RB tree has 256 nodes, we can use the RB tree theorem to deduce that the height of the tree $h \leq 2*lg(...
0
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1answer
2k views

How many node does the final B-tree have?

I'm currently studying the B-Trees chapter of Introduction to Algorithms. One of the question from the chapter is: Suppose that we insert the keys $\{1,2,...,n\}$ into an empty B-tree with minimum ...
0
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1answer
618 views

How is the data stored in AVL tree in a memory? [duplicate]

I have been struggling to visualize how is the AVL tree is stored in memory? Does it store data in array or list, If so how is it connected with its child and parents.
0
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1answer
233 views

Link-cut trees: how to code cut(u,v)

In most bibliography, only cut(v) is defined. More properly, only cut(v,v.parent) is defined, where (v,v.parent) is an edge in the represented tree. The pseudo-code and code for this is: ...
0
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1answer
29 views

Is the tree shown a valid red-black tree?

I have made a red-black tree and I think that it is not valid. Could someone please verify? As far as I know, in red-black tree we also consider the leaf nodes at the NULLS of the visible leaf nodes ...
0
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1answer
201 views

All possible Red Black Trees with this set {1,2,3,4,5}

I have to write all possible Red Black Trees which can represent these 5 numbers {1,2,3,4,5}. Now we have 120 ways to write 1,2,3,4,5 ...
0
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1answer
148 views

Avarage height of Red-Black tree [closed]

I wrote a program to discover how height of the tree is relative to the number of elements in the tree (nodes). On first test I filled array with 10-50-100-200...-1000 elements of random numbers from ...
0
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1answer
304 views

return a key of a node with maximum value within a range of keys in B+ tree

I've been asked a question about B+ Tree. The question is: Suppose we have object of the following type: ...
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1answer
3k views

Maximum depth of a B+ tree

Given $K$...# key values, $n$...# pointers in a node. I read somewhere, that the maximum depth is defined as $\lceil\log_{\...
0
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1answer
454 views

Forming red-black tree from binary tree conserving in-order traversal

What is the optimal algorithm (in terms of time complexity) that can transform any binary tree to a red-black tree, with the requirement that in-order traversal must yield the same values for the new ...
0
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1answer
216 views

How important is balance of a tree?

I am exploring variations of trees. I know that a quality which is sometimes desired is balance in the tree so that tree depth is reduced. But I am imagining that in situations in which several paths ...
0
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1answer
157 views

Is “promoting a key” a part of deleting internal node key in B+ Tree?

I was trying to learn B+ tree deletion operation and trying to contrast it with B tree deletion operation. However barely any book provided detailed step by step B+ tree deletion operation. So I was ...