Essential Data Structures in Everyday Development

Several fundamental data structures are frequently used in software development to manage and organize data efficiently. Array An array stores a fixed-size sequential collection of elements of the same type. In C#, common variants include Array, ArrayList, and List<T>. Accessing an element by index is O(1). Searching for a value requires ...

Posted on Sun, 20 Sep 2026 16:27:59 +0000 by mutedgirl

Deep Copy a Linked List with Random Pointers Using In-Place Interleaving

Understanding Deep Copy vs Shallow CopyA shallow copy duplicates only the top-level structure. For a linked list node A, its shallow copy A' would still reference the original node's next and random pointers. Any modifications to the original list would affect the copied version.A deep copy creates an entirely independent replica. The new list ...

Posted on Thu, 17 Sep 2026 16:24:55 +0000 by matthijs

Additional Insights on Singly Linked Lists and Related Problems

The following content is based on notes taken from a study session. It has been reorganized for clarity and understanding. Singly Linked List Node structure for a singly linked list: class Node<V> { V value; Node next; } Node structure for a doubly linked list: class Node<V> { V value; Node next; Node prev; } ...

Posted on Thu, 17 Sep 2026 16:08:27 +0000 by duclet

Rollback Mo's Algorithm

Applicable Scenarios Offline problems where expanding intervals is easier to maintain than shrinking. Variants exist for "remove-only" Mo's algorithm. Example Problem: P5906 [Template] Rollback Mo's Algorithm Given an array, process multiple queries to find the maximum distance between two equal elements within a given interval. Con ...

Posted on Mon, 14 Sep 2026 16:14:11 +0000 by Azala

Distinguishing Head Pointers, Head Nodes, and First Nodes in Linked Lists

Head PointerThe head pointer serves as the entry point to a linked list. It is a variable that stores the memory address of the first node in the chain. Whether the list is empty or populated, the head pointer itself must exist. It allows the program to locate the start of the data structure, enabling traversal, insertion, and deletion operatio ...

Posted on Sun, 06 Sep 2026 16:51:13 +0000 by preet_harman83

Efficient Implementation of Fundamental Data Structures

Static Linked Lists Instead of using dynamic memory allocation with pointers, we can simulate linked lists using arrays. This approach is often faster and avoids memory overhead. The core idea involves maintaining an array for values and an array for indices (acting as pointers). For a singly linked list, we maintain a head index and an idx cou ...

Posted on Tue, 01 Sep 2026 16:17:29 +0000 by Tryweryn

Implementing and Understanding Singly Linked Lists in C

A linked list organizes elements using non-contiguous memory blocks. Each node holds a data field and a pointer to the next node, forming a chain. The basic structure is defined as follows: typedef struct SNode { int value; struct SNode *next; } SNode, *SList; Headless List Operations Operations on lists without a dummy head node requi ...

Posted on Tue, 25 Aug 2026 16:00:21 +0000 by mraza

Implementing Singly Linked List CRUD Operations in C

Node Structure Definition A singly linked list is constructed as a sequence of nodes, where each node contains a data field and a pointer to the subsequent node. The following structure defines a node with an integer identifier and a text label. typedef struct ListNode { int id; char description[32]; struct ListNode* next; } ListNod ...

Posted on Sun, 23 Aug 2026 16:41:43 +0000 by kampbell411

Linked List Fundamentals and Algorithmic Challenges

Linked List Structure A linked list organizes data in a linear sequence using nodes. Each node contains a data element and a pointer to the subsequent node. The initial node is called the head. Variants of Linked Lists Singly Linked List Nodes contain a single pointer to the next node. Doubly Linked List Nodes maintain two pointers: one to the ...

Posted on Wed, 19 Aug 2026 16:27:08 +0000 by opido

Core Operations on a Singly Linked List in Java

A linked list is a collection of nodes, where each node stores a value and a reference to the successor. The following definition captures that structure: class Cell { int data; Cell next; Cell(int data) { this.data = data; this.next = null; } @Override public String toString() { StringBuilder s ...

Posted on Mon, 17 Aug 2026 16:08:58 +0000 by decessus