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Concurrent Search Tree by Lazy Splaying
Concurrent Search Tree by Lazy Splaying

... It is common knowledge, in sequential computing, that although self-adjusting binary search tress (BST), e.g., Splay tree, are theoretically better than balanced BST, e.g., AVL and red-black tree, specially on skewed access sequences, in practice red-black and AVL trees outperform even on skewed seq ...
Priority queues, binary heaps
Priority queues, binary heaps

... It's then a good rule of thumb to have a recursive invariant – each node of the tree should satisfy the same sort of property In this case, instead of “the root node is smaller than its descendants”, we pick “each node is smaller than its descendants” ...
Final - Philadelphia University Jordan
Final - Philadelphia University Jordan

... 3. What kind of list is best to answer questions such as "What is the item at position n?" A. Lists implemented with an array. B. A+C C. Singly-linked lists. D. None of the above. 4. The operation for adding an entry to a stack is traditionally called: A. add B. append C. insert D. push 5. Which of ...
Advance Data Structures and Algorithms
Advance Data Structures and Algorithms

... one other, with the exception of the first or last Binary trees are non-linear hierarchical data structures where every component may have one super-component directly above and no more than two subcomponents directly below They are finite sets of one or more linked nodes, linked by lines called bra ...
Functional Pearl Trouble Shared is Trouble Halved
Functional Pearl Trouble Shared is Trouble Halved

... caches previously computed values. If it is applied a second time to a particular argument, it immediately returns the cached result, rather than recomputing it. For storing arguments and results, a memo function usually employs an indexed structure, the so-called memo table. The memo table can be i ...
Fundamental Data Structures
Fundamental Data Structures

... The elements of the array are identified by its position using an index. Arrays are very useful for storing a fixed number of values of the same type and accessing the elements by its index. As element any elementary or compound data type can be chosen as long as the size of the element is fixed. Be ...
Parallel Euler tour and Post Ordering for Parallel Tree Accumulations
Parallel Euler tour and Post Ordering for Parallel Tree Accumulations

... search is inherently sequential since a processor cannot determine the rank or order of its nodes without waiting for the output of the previous processor so it can learn the starting rank of its first node. The starting rank depends on the nodes appearing before in the depth first search. A post or ...
A Tutorial on Spatial Data Handling
A Tutorial on Spatial Data Handling

... Insertion proceeds recursively, descending until the appropriate leaf node is found, and then partitioning and descending until there is no more than one point within the region represented by each leaf. If we change the order of insertion i.e. A, B, D, C then E.,we can say that in a PR Quad Tree 1. ...
of data access
of data access

... can cause overflowing of page (if there are already 2m elements stored). If the first case a new element is added in the way so that we keep ascending order of key values on the page, in the second case we apply the compensation or division method. The compensation method can be applied, when one of ...
Binary Search Trees
Binary Search Trees

... • If the key K to be deleted is in an interior node N with two children, then we can find the lowest-valued key K’ in the descendants of the right child and replace K by K’. • This key is in a node N’ which is the successor of N under the inorder traversal of the tree. • This node can be found by st ...
continued
continued

...  A node contains two references (to left and right child nodes)  A node contains a data field  The data field has type Comparable, so that you can compare the values in order to place them in the correct position in the binary search tree ...
Lecture 19 Student Notes
Lecture 19 Student Notes

... We say a vertex has been accessed if was passed to any of the operations from above as an argument. We call the abstract trees that the data structure represents represented trees. We are not allowed to change the represented tree and it can be unbalanced. The represented tree is split into paths (i ...
P - cs.uregina.ca
P - cs.uregina.ca

... bool insert (const queueElement& x); bool remove (queueElement& x); bool isEmpty (); int getSize (); ...
Link-cut Trees
Link-cut Trees

... We say a vertex has been accessed if was passed to any of the operations from above as an argument. We call the abstract trees that the data structure represents represented trees. We are not allowed to change the represented tree and it can be unbalanced. The represented tree is split into paths (i ...
2-3-4 Trees
2-3-4 Trees

... The number of links is referred to as the order of the tree 2-Node: [ptr, A, ptr] 3-Node: [ptr, A, ptr, B, ptr] 4-node: [ptr, A, ptr, B, ptr, C, ptr] ptr1 ...
continued
continued

...  A node contains two references (to left and right child nodes)  A node contains a data field  The data field has type Comparable, so that you can compare the values in order to place them in the correct position in the binary search tree ...
Heaps
Heaps

... Good rebalancing algorithms require O(log n) time, but are ...
Lecture Note 05 EECS 4101/5101 Instructor: Andy Mirzaian SKEW
Lecture Note 05 EECS 4101/5101 Instructor: Andy Mirzaian SKEW

... Let k1 and k2 be the number of heavy nodes on the right paths of h1 and h2 , respectively, and let k3 be the number of nodes that become right heavy children of nodes on the merge path. By Fact 1, every node counted by k3 corresponds to a light node on the merge path. Thus Fact 2 implies that k3 ≤  ...
PRACTICAL: 4(B)
PRACTICAL: 4(B)

... KNOWLEDGE REQUIRED: Binary Tree THEORY/LOGIC: Definition: A binary search tree is a binary tree. It may be empty. If it is not empty then it satisfies the following properties: (1) The root element has a key. (2) The keys (if any) in the left subtree are smaller than the key in the root. (3) The key ...
Lec08c2-Linked List and Exercise 1
Lec08c2-Linked List and Exercise 1

... void insertNode(nodePtr& root, int info); //Another possible prototype void insertNode(nodePtr& root, nodePtr newNodePtr); ...
Lecture No 13 - Taleem-E
Lecture No 13 - Taleem-E

... Now suppose we have another method find. This method does not insert a new number in the tree. Rather, it traverses a tree to find if a given number is already present in the tree or not. The tree which the find method traverses was made in such an order that all the numbers less than the number at ...
Planar Point Location Using Persistent Search Trees
Planar Point Location Using Persistent Search Trees

... the point. (By introducing a dummy line segment running from (-w, -a)) to (co, -co), we can guarantee that below every point there is a line segment.) Since testing whether a point is above or below a line segment takes O(1) time, a point query takes O(log n) time. Unfortunately, if we build a separ ...
05_1_Lecture
05_1_Lecture

... • We assume that the tree is given as a set of adjacency lists for the nodes. The adjacency list L[v] for v is given in an array. • Consider a node v and a node ui adjacent to v. • We need: – The successor < v, u(i + 1) mod d > for < ui, v >. This is done by making the list circular. – < ui, v >. Th ...
Red-Black Trees - York College of Pennsylvania
Red-Black Trees - York College of Pennsylvania

... • Inserting as a red may not always satisfy the four properties insert(99) ...
Multiple choice questions Answer on Scantron Form
Multiple choice questions Answer on Scantron Form

... 19. Consider the following four statements A. For a queue, "enqueue" and "dequeue" cancel each other out: an enqueue of any value followed by a dequeue leaves the queue in exactly the state it was in initially. B. assert( true ) at any point in a program will cause that program to immediately abort. ...
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Binary tree



In computer science, a binary tree is a tree data structure in which each node has at most two children, which are referred to as the left child and the right child. A recursive definition using just set theory notions is that a (non-empty) binary tree is a triple (L, S, R), where L and R are binary trees or the empty set and S is a singleton set. Some authors allow the binary tree to be the empty set as well.From a graph theory perspective, binary (and K-ary) trees as defined here are actually arborescences. A binary tree may thus be also called a bifurcating arborescence—a term which actually appears in some very old programming books, before the modern computer science terminology prevailed. It is also possible to interpret a binary tree as an undirected, rather than a directed graph, in which case a binary tree is an ordered, rooted tree. Some authors use rooted binary tree instead of binary tree to emphasize the fact that the tree is rooted, but as defined above, a binary tree is always rooted. A binary tree is a special case of an ordered K-ary tree, where k is 2.In computing, binary trees are seldom used solely for their structure. Much more typical is to define a labeling function on the nodes, which associates some value to each node. Binary trees labelled this way are used to implement binary search trees and binary heaps, and are used for efficient searching and sorting. The designation of non-root nodes as left or right child even when there is only one child present matters in some of these applications, in particular it is significant in binary search trees. In mathematics, what is termed binary tree can vary significantly from author to author. Some use the definition commonly used in computer science, but others define it as every non-leaf having exactly two children and don't necessarily order (as left/right) the children either.
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