C Tutorial

C Tutorial C Language Environment Setup Execution flow of C program C printf and Scanf C Data type C Token Variable in C Operators in C Comments in C Escape Sequence in C C – Storage Classes C Decision control statement Loop Statement in C Break, continue and goto statement in C Type Casting in C Function in C Recursion in C String in C C Array Pointer in C Dynamic memory allocation C –Structure Nested Structure in C Union in C File Handling in C C pre-processor Static Function In C Sizeof In C Selection Sort In C Scope Of Variables In C Runtime Vs Compile Time In C Random Access Lseek In C Queue Implementation In C Pseudo Code In C Prototype In C Pointer To Pointer In C Pointer Arithmetic In C Passing Array To Function In C Null Character In C Merge Sort In C Macros In C Library Functions In C Memory Leak In C Int In C Goto And Labels In C Fibonacci Series In C Fflush In C Derived Data Types In C Data Types In C Const Vs Volatile In C Character Set In C Character Class Tests In C Calloc In C C Pointers Arrays In C Include In C Clrscr In C C Vs Java String Literals In C Types Of Pointers In C Variables In C Volatile In C Why C Is A Middle Level Language Infix To Postfix Program In C Ceil function in C LCM of two numbers in C Quick sort in C Static in C function pointer as argument in C Top Array Keywords in C Add two numbers using the function in C Armstrong program in C using function Array, Declaring Arrays and Array Initialization Limitations of Inline Function in C Merge and Merge sort with example in C Do-While Loop in C For Loop in C While-Loop in C Difference between while and do-while loop in C Array Of Structures in C Data Structures And Algorithms in C Types Of Structures In C How to Avoid Structure Padding in C Use of Structure in C Do WHILE LOOP in C Programming Examples For Loop in C Programming Examples Entry Control Loop in C Exit control loop in C Infinite loop in C Nested loop in C pow() function in C String Handling functions in C Prime Number code in C Factorial Program in C using For Loop Factorial Program in C Using While Loop Fibonacci Series in C Using For Loop Prime Number Program in C using for Loop While Loop in C programming examples Built-in functions in C Assert() Function C vs Java Strings Call Back Function in Embedded C Else If Ladder fgets() function Ftell() Function getc() function getch() function gets() function Heap Sort Nested if-else statement Pi() Function Positioning of file Write() function abs() function in C Attributes in C C program to find factorial of a number using Recursion Ferror() in c fopen() function in C Fibonacci series program in C using Recursion Formatted Input and output function in C Snake Game in C User Defined Functions in C Beep() function in C Cbrt() function in C Hook() function in C Isalnum() function in C C Program to find the Roots of a Quadratic Equation C Switch Statements Difference between rand() and srand() function in C Difference between while and for loop in C Doubly Linked list in C Example of Iteration in C How to use atoi() function in C How to use floor() function in C How to use sine() function in C How to use Typedef Struct in C Integer Promotions in C C Program Swap Numbers in cyclic order Using Call by Reference C Program to Find Largest Number Using Dynamic Memory Allocation C Program to Find the Largest Number using Ternary Operator C/C++ Program to Find the Size of int, float, double and char Find the Largest Three Distinct Elements in an Array using C/C++ Loop Questions in C Modulus on Negative Numbers in C Multiplication table program in C using For loop Nested Loops in C Programming Examples C Program for Mean and Median of an Unsorted Array Results of Comparison Operations in C and C++ Reverse a Stack using Recursion in C Simple hash() function in C strcat() Function in C Sum of N numbers in C using For loop Use of free() function in C Write a program that produces different results in C and C++ C Function Argument and Return Values Keywords in C Bank management system in C Calendar application in C Floor() Function in C Free() Function in C How to delete a file in C How to move a text in C Remove an element from an array in C Unformatted input() and output() function in C What are linker and loader in C SJF Scheduling Program in C Socket Programming in C Structure in C Tower of Hanoi in C Union Program in C Variable Declaration in C What is Linked List in C While Loop Syntax in C fork() in C GCD program in C Branching Statements in C Comma Operator in C Control statement in C Double Specifier in C How to create a binary file in C Long int in C Palindrome Number in C Pure Virtual Function in C Run Time Polymorphism in C Types of Array in C Types of Function in C What is a buffer in C What is required in each C Program Associativity of Operators in C Bit Stuffing Program in C Actual and Formal Parameters Addition of two Numbers in C Advantages of function in C Arithmetic Progression Program in C Binomial Coefficient Program in C Difference between Array and List in C Diffie-Hellman Algorithm in C How to convert a number to words in C How to convert a string to hexadecimal in C Difference between If and Switch Statement in C C and C++ Binary Files C program that does not Suspend when Ctrl+Z is Pressed Different ways to Declare the Variable as Constant in C Range of Int in C C Program to find the size of a File FIFO Example in the C Language For loop in C Programming GCD program of two numbers in C GPA Calculator in C How to Calculate Time Complexity in C How to include graphics.h in C How to measure time taken by a function in C How to return a Pointer from a Function in C What is the main in C Addition of Matrix in C Booleans in C C Program for Extended Euclidean algorithms C Program of Fencing the Ground Ceil and Floor in C Compound Interest Program in C Displaying Array in C Distance Vector Routing Protocol Program in c Dos.h Header File in C Language DSA Program in C Explain the two-way selection in C Fee Management System in C File Operations in C Malloc function in C Multiplication Table in C Simple Programs in C Language tolower() Function in C Type Conversion in the C Why does sizeof(x++) not Increment x in C Advantages of Dynamic Memory Allocation in C Armstrong Number in C Assignment Operator Program in C Banker’s Algorithm in C Binary Search in C with Best and Worst Time Complexity Caesar Cipher Program in C Call by Value and Call by Reference in C Conditional Operator in C CRC Program in C Deadlock Detection Program in C Decimal to Binary in C Difference between If Else and Nested If Else in C Difference between Pre-increment and Post-increment in C Difference between Scope and Lifetime in C Evaluation of Arithmetic Expression in C Explain the Increment and Decrement Operators in C Fseek Function in C Functions in C How to Find Square Free Numbers in C Length of an Array Function in C OpenGL in C Projects on C language in 2023 Purpose of a Function Prototype in C Stdio.h in C Two-Dimensional array in C What is String Comparison in C C Compilers for Windows Functions and Recursion in C How to Declare Boolean in C How to Declare Character in C How to Round up a number in C How to use strlen() in C Pointer Declaration in C Algorithm for String Palindrome in C C Program to find ASCII value of a character Constant Pointer in C How to find string length in C using strlen() function Implicit and Explicit in C Indirect Recursion in C Input and Output functions in C isupper() in C Jump Statement in C Lifetime of a Variable in C Linker Error in C Language Numeric Constant in C Size of Pointer in C Square Root in C Language Static and Dynamic Memory allocation String Declaration in C Strong Number in C Symmetric Matrix in C Types of C Tokens What is a Size of Pointer in C What is Increment and Decrement Operator in C 1 2 3 4 Series Program in C Advantages and Disadvantages of C Language C Program for Polynomial Addition C Program to Count the Number of Vowels in a String C Programming Errors and Solutions Compilation Errors in C Complex C Programs Difference between Argument and Parameter in C Difference between char s[] and char *s in C Evaluation of Postfix Expression Using Stack in C Find Leftmost and Rightmost Set Bit of a Number fprintf and fscanf in C Introduction to Dynamic Array in C Print Address in C Realloc function in C Ternary Operators in C Types of Tokens in C with Examples Difference between Static and Dynamic Memory Allocation in C Addition Program in C Array Definition in C Array of Pointers in C Arrow Operator in C Average of Two Numbers in C Binary to Decimal in C Binary to Octal in C BREAK STATEMENT in C C Programming Operators Questions C Programs Asked in Interview Calculator Program in C C Program to Read and Print an Employee's Detail Using Structure Bubble Sort Algorithm in C C Program to Find Area and Perimeter of Circle C Program to Check Whether a Given Number is Even or Odd C in Roman Numerals C Program to Make a Simple Calculator Using Switch Case Insertion Sort Program in C How to take input in string in C GCC Conflicting Types in C Function Definition in C Format Specifier for Hexadecimal in C Flowchart in C Float in C Fizzbuzz Implementation in C Conditional Statement in C Conio.h functions list in C Constants in C Dynamic Array in C Decision Making Statements in C Continue Statement in C Creation of Thread in C DFS Algorithm in C Difference between parameter and arguments in C Dijkstra's Algorithm in C Leap Year Program in C Jump Statements in C Modulus Operator in C Memory Allocation in C Simple Interest Program in C Reverse Array in C Recursive Function in C Queue in C Printing Pascal’s Triangle in C Preprocessor Directives in C Perror() in C Perfect Number in C Programming Language Parameter Passing Techniques in C Pascal Triangle in C Patterm Program in C Diagonal Matrix in C Converting Dollars into Rupees in C Typedef Function Pointer in C Unsigned Char in C C Program to Calculate Percentage C Program to Find Sum of Array Elements Clock Program in C How to reverse a number in C? Insert Array in C Kbhit() Function in C Can We Learn Python Without C? C program to convert decimal to hexadecimal C program to draw a circle C Program to Calculate Electricity Bill C program for string concatenation C program to convert decimal to binary without using array Graphics Programming in C File Handling Functions in C Convert Char to Int in C Identifiers In C ftok() function in C Dangling else program in C DFS Program in C Ifdef in C How to initialise an array in c Implementation of queue using Array in C Selection Statements in C Size of Char in C Strchr() function in C Symbolic Constants in C Tree Data Structure in C Type Conversion in C Types of Constants in C Void data type in C Argument in C Bitwise Operator in C Circular queue in C COMPILER IN C ctype h in c execvp() function in C Exit function in C Hashing in C How to define a global variable in C Purpose of scanf in C Language Priority Queue implementation in C Priority Scheduling Program in C With Arrival Time How to Use Threads in C What is Lvalue in C Fabs in C FIFO Page Replacement Algorithm in C Identifiers in C Language Operator Precedence and Associativity in C Size_t in C C Program for Customer Billing System Area Of Triangle Program In C C Program for Matrix Multiplication C Program For Sine Series C PROGRAM FOR UNION OF SETS C program to find GCD of two numbers C Program To Find The Square Root Of A Number C Program to Print A Matrix C Program to Reverse A Linked List C Program To Swap 2 Numbers C Program To Swap Two Numbers Using Call By Reference C Program Using Recursion C PROGRAM USING STRUCTURES EMPLOYEE DETAILS C Programming Segmentation Fault Call By Value Function In C Can We Learn Java Without Learning C CHARACTERS IN C Checksum Code In C Circular Linked List In C Concatenate String In C Deadlock Avoidance Program In C Declaration and Initialisation of Variables In C Declaration of Two Dimensional Array in C Define Keywords In C Distance Vector Routing Program In C DOUBLE TYPE IN C Evaluation Of Prefix Expression Using Stack In C Features Of Array In C Find the Power Of Number In C Semaphores In C C Program to Add Two Integers atan2() function in C atof() function in C Bzero() Function in C C program to calculate Compound Interest C program to swap two numbers without using a third variable Checksum program in C Dereference operator in C emirp number in C Euler method in C feof() function in C First and Follow programs in C Gauss Seidel method in C Getopt() function in C Getw() and putw() function in C Hollow triangle pattern in C Lagrange interpolation in C Lexicographical order in C Longest common subsequence in C Marksheet program in C Newton Raphson method in C scansets in C Spy Number in C strdup() function in c Sum of natural numbers using recursion in C Amicable numbers in C Application of data structure in C C #ifndef C array MCQs C expressions C Program to Delete an Element in an Array C Program to Find the Largest Element in an Array C program to generate the Fibonacci triangle C Program to Search an Element in an Array C Program to Sort an Array in Descending Order Client-server program in C Declare a character in C Exec system call in C Flowchart For While Loop in C Fractional knapsack problem in C Frewind() function in C getpid() and getppid() function in C Parameter passing technique in C Print Magic Square in C Printing Double Quotes in C strcasecmp() function in C Strssen matrix multiplication program in C Two-level dictionary program in C Usleep() function in C Variadic functions in C Vigenere cipher program in C Binary Search in Data Structures using C Binary Tree in DataStructures in C Absolute Value in C Alphabet Pattern Programs in C ARGC AND ARGV IN C ASCII Table in C BFS Algorithm in C Binary Tree Program in C Bisection Method in C Byte Stuffing Program in C Callback Function in C Conio in C Declaration-In-C Difference-Detween-Float-And-Double-In-C Difference-Detween-Malloc-And-Calloc-In-C Different Storage Class Specifiers in C Exception Handling in C Exit 0 in C FCFS Program in C File in The C Programming Language File Pointer in C Flowchart Symbols in C Formal Parameters in C free() function in C language Function Call In C Getchar() Method in C Global variables in C Graph in C Graphics. h in C How to Place Horizontal Tab Character in C Ifndef in C Inbuilt Functions in C Increment Operator in C Indirection Operator in C Interview Questions on Pointers in C Memory Management in C Not Equal to (! =) in C Pointers in C programming PRINT DOUBLE IN C Size Of Data Types In C What is Flag in C Which-Loop-Is-Faster-In-C-Language While-Statement-In-C %u in The C Programming Language XOR Operator in C Implementing data structures like linked lists or binary search trees in C Associativity In C ATM program in c Authentication and Authorization in C Balanced Parathesis in C Bit Manipulation in C Carriage Return in C Characteristics of Algorithm in C Circular Doubly Linked List in C COMMENT LINE IN C Default Return Type of Function in C Define Data Structure in c Define File in C Define Identifier in C Documentation section in C Double ended queue in C Endianness in C Expression Evaluation in C Fibonacci recursion in C File functions in C File Modes in C File Opening Modes in C Find duplicate elements in array in C Find length of array in C Float in C programming Floating point exceptions in c Fmod in C Format Specifiers in C What C in CPU Denotes? free() function in C language Generic pointer in C gotoxy in C Hallow Diamond pattern in C Hamming Code in C Happy Number in C Hill Cipher program in C How can we initialize an array in C INT_MAX in C Integer Size in C JSON Serialization in C# MEMORY MAPPING IN C Most Frequently Asked C Programming Language Questions for Freshers Non-Primitive Data Types In C OCTAL TO DECIMAL IN C PASSING POINTERS TO FUNCTION IN C PASSING STRINGS TO FUNCTION IN C Permutation of String in C QUADRATIC EQUATION IN C Structure within the structure in C Strupr() function in C Sum of diagonal elements of a matrix in C Sum of digits of a number in C++ Syntax error in C TOP-DOWN APPROACH IN C Types of Files in C Types of Strings in C Unconditional Statements in C What is FEOF in C What is the function Prototype in C What is the Garbage value in c Bellman-Ford Algorithm Program in C C Program to Access the Array Elements Using Pointers C program to find the rank of a matrix C Program to optimal page replacement algorithm C program to store inventory system using structures What is the Producer-Consumer Problem in C? Odd or Even Program in C free() function in C language Generic pointer in C gotoxy in C Hallow Diamond pattern in C Hamming Code in C Happy Number in C Hill Cipher program in C How can we initialize an array in C INT_MAX in C Integer Size in C JSON Serialization in C# MEMORY MAPPING IN C Most Frequently Asked C Programming Language Questions for Freshers Non-Primitive Data Types In C OCTAL TO DECIMAL IN C PASSING POINTERS TO FUNCTION IN C PASSING STRINGS TO FUNCTION IN C Permutation of String in C QUADRATIC EQUATION IN C Structure within the structure in C Strupr() function in C Sum of diagonal elements of a matrix in C Sum of digits of a number in C++ Syntax error in C TOP-DOWN APPROACH IN C Types of Files in C Types of Strings in C Unconditional Statements in C What is FEOF in C What is the function Prototype in C What is the Garbage value in c What are Control Statements C program for the second smallest and second largest number in the series of array Counting Sort Program in C Diamond pattern in C Difference between C and Matlab Moving Car Program in C No return function specifier in C free() function in C language Generic pointer in C gotoxy in C Hallow Diamond pattern in C Hamming Code in C Happy Number in C Hill Cipher program in C How can we initialize an array in C INT_MAX in C Integer Size in C JSON Serialization in C# MEMORY MAPPING IN C Most Frequently Asked C Programming Language Questions for Freshers Non-Primitive Data Types In C OCTAL TO DECIMAL IN C PASSING POINTERS TO FUNCTION IN C PASSING STRINGS TO FUNCTION IN C Permutation of String in C QUADRATIC EQUATION IN C Structure within the structure in C Strupr() function in C Sum of diagonal elements of a matrix in C Sum of digits of a number in C++ Syntax error in C TOP-DOWN APPROACH IN C Types of Files in C Types of Strings in C Unconditional Statements in C What is FEOF in C What is the function Prototype in C What is the Garbage value in c free() function in C language Generic pointer in C gotoxy in C Hallow Diamond pattern in C Hamming Code in C Happy Number in C Hill Cipher program in C How can we initialize an array in C INT_MAX in C Integer Size in C JSON Serialization in C# MEMORY MAPPING IN C Most Frequently Asked C Programming Language Questions for Freshers Non-Primitive Data Types In C OCTAL TO DECIMAL IN C PASSING POINTERS TO FUNCTION IN C PASSING STRINGS TO FUNCTION IN C Permutation of String in C QUADRATIC EQUATION IN C Structure within the structure in C Strupr() function in C Sum of diagonal elements of a matrix in C Sum of digits of a number in C++ Syntax error in C TOP-DOWN APPROACH IN C Types of Files in C Types of Strings in C Unconditional Statements in C What is FEOF in C What is the function Prototype in C What is the Garbage value in c Auto keyword in C Bin Packing Algorithm in C Binomial heap program in C C Program for Trapezoidal Rule C program to check student is pass or fail File Input and output operation in C++ Fseek() vs rewind() function in C How To Create Your Own Header Files in C How to Print Double Quotes in C How to store an integer in a char array in C Implicit Type Conversion in C Multiline macros in C Program to check balanced parenthesis in C Relational Operators In C Return Statement in C Unary Operators In C 5 Commonly Used Relational Operators in C Programming Adjacency Matrix in c Advantages of Structure in C Algorithm for Switch Case in c Animation Program in c Array Problems in C Automatic Variable in C Circular Queue using Linked List in C Deallocate Memory in C Decimal to Octal in C Difference between while loop and do-while loop in C Difference between a while loop and a for loop in C Difference between constants and variables in C Difference between printf() and scanf() in C EXIT STATEMENT IN C EXPLICIT TYPE CONVERSION IN C Extern Storage Class in C Far Pointer File Management in C Function parameters in C Header Files in C Language How to Scan a String in C Indentation in C Job Sequencing with deadlines program in C Left Shift and Right Shift in C Primitive data type in C Statements in C Storage specifier in C Structure data type in C Structure variable in C Subtraction of two numbers in C Sum of natural numbers in C To_string function in c Travelling salesman problem in C Compilation Process in C Generic Keyword in C Hangman game program in C Iterative Statements in C Leaky Bucket Algorithm program in C Gauss Elimination Method in C Append in C Application of Array in C Application of Stack in c Application of Union in C Atol in C Backslash in C Base Address of Array in C Bitwise Complement in C Brute Force Algorithm in C BSS Segment in C Butterfly Pattern in c C Program to Convert LowerCase to UpperCase and vice-versa C Program to count number of characters in a string C Program to Find the Area and Perimeter of a Rectangle Cast Operator in C Character Functions in c Character Pointer in c Classification of Datatypes in C Clock function in C Compare Three Integers in C Complex Pointer in c Constant in C Programming Convert float to int in C Convert Integer to String in C Counter-controlled loop in C Counting Sort Program in C Cstdlib in C Declaration Specifiers in C Dereferencing pointer in C Diagonal Difference Hacker rank solution in C Application of Array in C Application of Stack in c Application of Union in C Atol in C Backslash in C Base Address of Array in C Bitwise Complement in C Brute Force Algorithm in C BSS Segment in C Butterfly Pattern in c C Program to Convert LowerCase to UpperCase and vice-versa C Program to count number of characters in a string C Program to Find the Area and Perimeter of a Rectangle Cast Operator in C Character Functions in c Character Pointer in c Classification of Datatypes in C Clock function in C Compare Three Integers in C Complex Pointer in c Constant in C Programming Convert float to int in C Convert Integer to String in C Counter-controlled loop in C Counting Sort Program in C Cstdlib in C Declaration Specifiers in C Dereferencing pointer in C Diagonal Difference Hacker rank solution in C Difference between Recursion and Iteration in C Double Hashing in C Enumeration constants in C Fatal Error in C FCFS DISK SCHEDULING PROGRAM IN C Fclose in c Flag Variable in C FPUTC() Function in C fwrite function in c GET-SET PROCESS RESOURCES IN C Heart Pattern in C Language History of C Language How to Convert String to Int in C How to Create a Thread in C How to Find Simple Interest in C How to Get ASCII Value of Char in C How to print char array in c Huge Pointer in C Internal static variable vs External static variables in C Interprocess communication in C Interrupts in C ITOA Function in C Josephus problem in c Kaprekar number in C The largest number in C LCM OF 3 NUMBERS PROGRAMME IN C LEFT FACTORING PROGRAMME IN C Little and Big Endian Mystery LOGICAL EXPRESSION IN C Long range in c Loop Control Structure in C Lvalues and Rvalues in C MAGIC NUMBER PROGRAMME IN C MEMSET FUNCTION IN C Min Heap Implementation in C Mono alphabetic cipher in C Parser Program in C Perror in c Pointers and Functions in C Predefined function in c Prime Number or not Program in C Primitive data type in C Register Keyword in C Return value of strcmp in C Run time Initialization of Array in C Similarity between a Structure Union and Enumeration Size of Generic Pointers in C Sorting methods in C Sparse Matrix Addition in C Special number in C STACK MEANING IN C Stack Pointer in C STACK USING LINKED LIST PROGRAMME IN C State Machine in C Strcmp Return value in C stricmp in C STRTOL IN C Subroutines in C THREE DIMENSIONAL ARRAY IN C TIC TAC TOE PROGRAMME IN C Toggle a Bit in c Topological Sorting in c Tree Traversal Program in c Tricky Questions on Pointers in C language Truncate in C Programming Types of Linkages in C Types of Macro in C Ungetc in c Union of Two Sets in C Uppercase to Lowercase in C ASSEMBLY CODE IN C B -TREE IMPLEMENTATION IN C Booth’s Algorithm in C C Program to Calculate Distance among Two Points Concentric Square Pattern in C DDA Algorithm in C Encryption and Decryption program in C Flood Fill Algorithm in C Flow Control Statements in C Format Specifier for Double Data Type in C Format Specifier for Long in C Function Header in C Grade Program in C Horizontal tab in C I Value error in C Int limit in C LALR PARSER PROGRAM IN C Pattern Matching program in C language Predictive parser program in C language Reentrant function in C language Semaphore program in C language Simple Structure Program in C language Size of Enumeration (enum) in C language Student Mark list Program in C The Sum of Array in C Fibonacci Series Algorithm in C How to Create a Static Library in C? Line Intersection in C

Implementing data structures like linked lists or binary search trees in C

I. Introduction to Data Structures

A. Data Structures:

Computer programming uses building elements called data structures. They assist us in intelligently organizing and storing data. This makes working with the data by programmers simple. Data structures come in a variety of forms, including trees, linked lists, and arrays. Each kind is useful for various duties and helps with various issues.

B. Importance of Data Structures in Programming:

Data structures play a crucial role in programming for several reasons. Firstly, they allow programmers to optimize the use of memory, making data storage more efficient. Secondly, data structures facilitate the implementation of algorithms, making it easier to perform various operations like searching, sorting, and inserting data. Smart data storage techniques can significantly improve a program's performance. The software might operate more quickly and require less processing power as a result. As a result, understanding and effectively implementing data structures are essential skills for any programmer aiming to write robust and efficient code.

C. Linked Lists and Binary Search Trees: Two essential data structures: Linked Lists and Binary Search Trees.

  1. Linked Lists: A linked list resembles a line of data blocks. Each block has information and a hint for the following block. The final block is clueless and indicates the end. There are various kinds, including lists that only move in one direction, lists that go both ways, and lists that loop.

Singly Linked List: Each node holds data and points to the next one.

Doubly Linked List: Each node has data and two references. The first pointer points to the node after it, and the second one points to the node before it.

Circular Linked List: A closed loop is created in a circular linked list when the final node links back to the beginning node.

Linked lists can change their size as needed while the program is running. They are commonly used for scenarios where frequent insertions and deletions are required, as these operations can be performed efficiently in linked lists.

  1. Binary Search Trees (BST): A binary search tree functions as a kind of family tree for numbers. It consists of nodes joined in unique ways, which makes up its structure. Each node is identified by a number, and it can have a maximum of two offspring. A smaller or equal number is displayed for one child on the left, and a larger number is displayed for the child on the right. We can rapidly locate, add, or remove numbers because to this set up's orderly structure. Due to their resemblance to ordered lists of numbers, binary search trees are frequently employed to locate objects quickly. They enable fast access to data, making them ideal for scenarios where quick searching is a requirement, such as database indexing and dictionary implementations.

II. Linked Lists

A.Introduction to Linked Lists:

A chain of items is analogous to a linked list. It contains a number of objects known as nodes. Linked lists can quickly adjust in size as opposed to arrays. A pointer that indicates where the next node is located, and the actual data are both present in each node of a linked list. The last node's pointer points to a blank space, indicating that it is the list's end.

1.Definition of a Linked List:

A linked list is a method for organizing data in computers. Each piece of information is contained in a box called a "node" and is organized like a chain. Each box not only contains information but also identifies the box after it. The first box is referred to as the "head," and the last box, which points in all directions, is referred to as the "tail." There are various forms of linked lists, including those where each box points ahead, those where boxes point both forward and backward, and even those that form a loop.

2.Nodes and Pointers in Linked Lists:

Nodes are like building blocks of a linked list. They have two parts: data and a pointer that shows where the next node is. Data holds the actual information, and the pointer points to the next node. This linking using pointers is what makes a linked list special compared to an array.

For instance, in a singly linked list, a node can be represented by a struct in C:

struct Node {

    int data;         

    struct Node* next; 

};

When a new node is added to a linked list, memory is dynamically allocated for the node using functions like “malloc ()” in C. The pointer in the previous node is then updated to point to the newly created node.

Example of a simple singly linked list with three nodes:

|  5   |  *--------->|  10  |  *--------->|  15  | NULL |

The first node contains the data ‘5’, and its ‘next’ pointer points to the second node, which contains the data ‘10’, and so on until the last node whose ‘next’ pointer is NULL, indicating the end of the linked list.

B. Singly Linked Lists

Data structures are fundamental building blocks in computer science, enabling efficient data organization and manipulation. One such essential data structure is the Singly Linked List. It consists of nodes connected in a straight line, each of which has data and a reference (pointer) to the node after it.

1.Explanation of Singly Linked List:

Single Linked Lists are a unique type of data organization that make adding and removing items simple. Each item of data is linked to the one before it in a chain-like fashion. In contrast to arrays, which demand a particular memory order, this does not. You can handle various data volumes in a linked list without concern. In a linked list, each item of data has two components: the actual value and a pointer to the item of data after it.

Imagine a chain of connected nodes, where the first node is called the head, and the last node's next pointer points to NULL, signifying the end of the list. The head serves as the starting point to access the entire list. If the list is empty, then the head is NULL.

  1. Operations on Singly Linked Lists: Now, let's explore the fundamental operations you can perform on singly linked lists:

Insertion: Insertion in a singly linked list involves adding a new node at a specific position, either at the beginning, end, or any position within the list.

  1. To add a new node at the start:
  2. Make a new node.
  3. Link it to the first node.
  4. Make it the new first node.
  • Adding a Node at the End: To add a new node at the end of the list, do this:
  • Make a fresh node with the data you want.
  • Go through the list from the start to the final node.
  • Connect the last node's next spot to the new node.
  • Connect the new node's next spot to nothing, showing it's the end of the list.

                 C. Adding a Node in a Certain Spot: If you want to put a new thing in a certain place in a list, do this:

  • Make a fresh new thing with the information you want.
  • Go through the list until you find the old thing right before the spot where you want to put the new thing.
  • Change some pointers to stick the new thing into the spot where you want it.  

Deletion: Deletion in a singly linked list involves removing a node from the list based on the given data or position.

  1. Deletion by Value: To delete a node with a specific value, follow these steps:
  • Traverse the list to find the node with the given value.
  • Adjust the pointers to skip the node and connect its previous node to the next node.
  • Deletion by Position: To delete a node at a specific position, follow these steps:
  • Traverse the list to reach the node at the desired position.
  • Adjust the pointers to skip the node and connect its previous node to the next node.

Traversal: Traversal in a singly linked list involves visiting each node one by one, starting from the head, and performing some operation on its data.

To traverse a singly linked list, follow these steps:

  • Start from the head node.
  • Perform the desired operation on the data of the current node.
  • Move to the next node using the next pointer.
  • Repeat the process until you reach the end of the list (next pointer becomes NULL).

C. Doubly Linked Lists

Data structures are fundamental components of programming that allow us to organize and manage data efficiently. One such essential data structure is the Doubly Linked List.

1. Explanation of Doubly Linked List:

Each item of data is kept in a container referred to as a "node" in a doubly linked list. Each node contains two unique pointers: one that points to the box that comes after it in the line of boxes, and the other that points to the box that comes before it. Because of this unique configuration, you can navigate the boxes both forward and backward. Because of this, the term "doubly" linked is used.

The structure of a Doubly Linked List Node in C can be defined as follows:

struct Node {

    struct Node* prev;

    int data;

    struct Node* next;

};

2. Operations on Doubly Linked Lists:

Insertion: A Doubly Linked List can have items added in one of three places: at the beginning, at the end, or after a specific time.

Insertion at the Beginning: To insert a new node at the beginning of the Doubly Linked List, follow these steps:

void insertAtBeginning(struct Node** head, int data) {

    struct Node* newNode = (struct Node*)malloc(sizeof(struct Node));

    newNode->data = data;

    newNode->prev = NULL;

    newNode->next = (*head);

    if ((*head) != NULL) {

        (*head)->prev = newNode;

    }

    (*head) = newNode;

}

Insertion at the End: To insert a new node at the end of the Doubly Linked List, follow these steps:

void insertAtEnd(struct Node** head, int data) {

    struct Node* newNode = (struct Node*)malloc(sizeof(struct Node));

    newNode->data = data;

    newNode->next = NULL;

    if ((*head) == NULL) {

        newNode->prev = NULL;

        (*head) = newNode;

        return;

    }

    struct Node* lastNode = (*head);

    while (lastNode->next != NULL) {

        lastNode = lastNode->next;

    }

    lastNode->next = newNode;

    newNode->prev = lastNode;

}

Insertion after a Specific Node: To insert a new node after a given node in the Doubly Linked List, follow these steps:

void insertAfter(struct Node* prevNode, int data) {

    if (prevNode == NULL) {

        printf("Previous node cannot be NULL.");

        return;

    }

    struct Node* newNode = (struct Node*)malloc(sizeof(struct Node));

    newNode->data = data;

    newNode->next = prevNode->next;

    prevNode->next = newNode;

    newNode->prev = prevNode;

    if (newNode->next != NULL) {

        newNode->next->prev = newNode;

    }

}

Deletion:

Deletion in a Doubly Linked List can be performed for the first occurrence of a given key or for a specific node.

Deletion by Key: To delete the first occurrence of a node with a specific key in the Doubly Linked List, follow these steps:

void deleteByKey(struct Node** head, int key) {

    struct Node* temp = (*head);

    while (temp != NULL && temp->data != key) {

        temp = temp->next;

    }

    if (temp == NULL) {

        printf("Node with key %d not found.", key);

        return;

    }

    if (temp->prev != NULL) {

        temp->prev->next = temp->next;

    } else {

        (*head) = temp->next;

    }

    if (temp->next != NULL) {

        temp->next->prev = temp->prev;

    }

    free(temp);

}

Deletion of Specific Node: To delete a given node in the Doubly Linked List, follow these steps:

void deleteNode(struct Node** head, struct Node* delNode) {

    if ((*head) == NULL || delNode == NULL) {

        return;

    }

    if ((*head) == delNode) {

        (*head) = delNode->next;

    }

    if (delNode->next != NULL) {

        delNode->next->prev = delNode->prev;

    }

    if (delNode->prev != NULL) {

        delNode->prev->next = delNode->next;

    }

    free(delNode);

}

Traversal: To traverse a Doubly Linked List, we can move either from the beginning to the end or from the end to the beginning. Here's an example of forward traversal:

void printList(struct Node* node) {

    while (node != NULL) {

        printf("%d ", node->data);

        node = node->next;

    }

    printf("\n");

}

D. Circular Linked Lists

1.Explanation of Circular Linked List:

A unique form of linked list called a circular linked list has the last node looping back around to connect to the initial node. A circular linked list's last node points back to the beginning node while a standard linked list's last node points to nothing (NULL). It is simple to navigate between any node in the list because to the looped structure.

Unlike linear linked lists, circular linked lists do not have a NULL pointer at the end, making them advantageous for certain applications. Circular linked lists can be implemented using a struct in C that contains the data to be stored and a pointer to the next node in the list.

2.Operations on Circular Linked Lists (Insertion, Deletion, Traversal):

a.Insertion in a Circular List:

  • Start: Make a new node, link it to the first one, and update the last node to point to it.
  • End: Make a new node, connect the last node to it, then link the new node back to the first.
  • Middle: Go to the desired spot, adjust links to fit the new node.

b.Deletion from a Circular List:

  • Start: Link the last node to the second node and remove the first one.
  • End: Connect the second-last node to the first and remove the last one.
  • Middle: Find the node, update the previous node's link to skip it, then remove it.

c.Traversing the List:

Move from the first node to the next and keep going until you're back at the start. You can loop or use recursion for this.

Pros and Cons of Linked Lists

1.Advantages of Linked Lists

a. Dynamic Size: Linked lists can change in size while the program is running, getting bigger or smaller as the computer gives or takes away memory. This flexibility is particularly useful when the size of the data structure varies over time.

b. Efficient Insertions and Deletions: Insertions and deletions in linked lists can be efficient, especially for singly linked lists when performed at the beginning or the end. You just have to change the pointers, and there's no need to move the things around.

c. Memory Allocation: Linked lists use memory efficiently. Unlike arrays, where memory must be allocated in advance, linked lists only use memory for the actual data and the pointers to the next nodes.

d. No Wasted Memory: Linked lists avoid the "memory wastage" problem that can occur with arrays, where you may need to allocate extra memory to accommodate potential growth.

2.Disadvantages of Linked Lists

a. Sequential Access: Unlike arrays, linked lists do not provide direct or random access to elements. Traversing the list sequentially is necessary to access specific elements.

b. Extra Memory Overhead: Linked lists require extra memory to store the pointers, which can lead to increased memory overhead compared to arrays.

c. Lack of Cache Locality: Linked list elements are scattered throughout the memory, which can result in cache misses and slower access times compared to contiguous memory used in arrays.

d. More Complex Implementation: Implementing linked lists can be more intricate than arrays, especially handling pointer manipulations and edge cases like handling circular references.

III. Binary Search Trees (BST)

A. Introduction to Binary Search Trees

A Binary Search Tree (BST) is a crucial concept in computer science. It's a unique variety of binary tree with the following rule: for every dot in the tree, all dots on its left side have smaller values, and all dots on its right side have bigger values. This rule makes it easier to search, add, and remove data fast.

Characteristics of BST:

Binary Search Trees possess several key characteristics that make them valuable in various applications:

a. Sorted Structure: As mentioned earlier, BSTs maintain their elements in a sorted order, facilitating faster searching and retrieval of data.

b. Recursive Nature: The BST is a recursive data structure, with each node potentially having its own left and right subtrees, each of which is also a BST.

c. Unique Values: In a typical implementation, BSTs do not allow duplicate values, ensuring unique elements are stored within the tree.

d. Balanced vs. Unbalanced BSTs: Depending on the order of insertion or deletion of nodes, a BST can become either balanced (where the height is minimized) or unbalanced (where the height becomes skewed, leading to suboptimal performance).

B. Building a BST

Binary Search Trees (BST) are a type of binary tree data structure that maintains a sorted order of elements. Each node in the tree has at most two children, a left child, and a right child. The ordering rule in a BST state that for every node:

  • All elements in the left subtree are less than the node's value.
  • All elements in the right subtree are greater than the node's value.

To implement a BST in C, you would need to define a structure for the nodes that would include at least two fields: one for storing the value of the node and two pointers for the left and right children.

struct TreeNode {

    int data;

    struct TreeNode* left;

    struct TreeNode* right;

};

With this structure, you can create functions to perform various operations on the BST:

1.Creating a new node:

struct TreeNode* createNode(int value) {

    struct TreeNode* newNode = (struct TreeNode*)malloc(sizeof(struct TreeNode));

    newNode -> data = value;

    newNode -> left = NULL;

    newNode -> right = NULL;

    return newNode;

}

2.Insertion Operation in BST: The insertion operation in a BST involves comparing the new element with the current node's value. If it's smaller, move to the left subtree; if larger, move to the right subtree. If the subtree is empty, create a new node and attach it as the left or right child. Repeat the process until the new element finds its correct position in the tree.

struct TreeNode* insert(struct TreeNode* root, int value) {

if (root == NULL) {

        return createNode(value);

    }

    if (value < root -> data) {

        root -> left = insert(root -> left, value);

    } else if (value > root -> data) {

        root -> right = insert(root -> right, value);

    }

    return root;

}

3.Deletion Operation in BST: Removing nodes from a Binary Search Tree while preserving its ordering property requires careful consideration of different cases. The deletion operation follows these steps:

a. Search for the node to be deleted.

b. If it has no children (a leaf node), remove it directly.

c. If it has one child, link its parent to the child, bypassing the node to be deleted.

d. If it has two children, find its successor (right subtree) or predecessor (left subtree).

e. Replace the node with its successor/predecessor and recursively delete it from its original position.

struct TreeNode* findMin(struct TreeNode* node) {

    while (node->left != NULL) {

        node = node->left;

    }

    return node;

}

struct TreeNode* deleteNode (struct TreeNode* root, int value) {

    if (root == NULL) {

        return root;

    }

    if (value < root -> data) {

        root -> left = deleteNode (root->left, value);

    } else if (value > root -> data) {

        root -> right = deleteNode (root -> right, value);

    } else {

        if (root -> left == NULL) {

            struct TreeNode* temp = root -> right;

            free(root);

            return temp;

        } else if (root -> right == NULL) {

            struct TreeNode* temp = root->left;

            free(root);

            return temp;

        }

        struct TreeNode* temp = findMin(root -> right);

        root -> data = temp->data;

        root -> right = deleteNode (root -> right, temp -> data);

    }

    return root;

}

C. Traversing a BST:

  1. Inorder Traversal: Inorder traversal is a method used to visit nodes in a BST in a specific order. In this traversal, we first visit the left subtree, then the current node, and finally the right subtree. This results in a sorted order output for BSTs since the left subtree always contains smaller elements, and the right subtree contains larger elements than the current node.

The recursive implementation of inorder traversal in C can be achieved as follows:

void inorderTraversal(Node* root) {

    if (root != NULL) {

        inorderTraversal(root->left);

        printf("%d ", root->data);

        inorderTraversal(root->right);

    }

}
  1. Preorder Traversal: Preorder traversal is another way to visit nodes in a BST. This method of traversing a tree involves starting at the current location, then looking at the left side of the tree, and finally the right side. Preorder traversal comes in handy when replicating a math tree or creating the first component of an expression from it.

The recursive implementation of preorder traversal in C can be achieved as follows:

void preorderTraversal(Node* root) {

    if (root != NULL) {

        printf("%d ", root->data);

        preorderTraversal(root->left);

        preorderTraversal(root->right);

    }

}
  1. Postorder Traversal: Postorder traversal visits the nodes in a BST in the order of left subtree, right subtree, and then the current node. Since it ensures that child portions are eliminated before their parent parts, this method of advancing through the tree is frequently used to remove the entire tree.

The recursive implementation of postorder traversal in C can be achieved as follows:

void postorderTraversal(Node* root) {

    if (root != NULL) {

        postorderTraversal(root->left);

        postorderTraversal(root->right);

        printf("%d ", root->data);

    }

}

D. Searching in BST:

  1. Recursive Search: A recursive search is a straightforward approach to finding a specific element in a BST. Depending on whether the item we're looking for is bigger or smaller than what's in the present stop, we begin our search from the focal point and move to the left or right side.

The recursive search function in C can be implemented as follows:

Node* recursiveSearch(Node* root, int key) {

    if (root == NULL || root->data == key)

        return root;

    if (key < root->data)

        return recursiveSearch(root->left, key);

    return recursiveSearch(root->right, key);

}
  1. Iterative Search: Iterative search provides an alternative method to find an element in a BST without using recursion. This entails moving through the tree one node at a time until you reach the desired node. The iterative search function in C can be implemented as follows:
Node* iterativeSearch(Node* root, int key) {

    while (root != NULL && root->data != key) {

        if (key < root->data)

            root = root->left;

        else

            root = root->right;

    }

    return root;

}

E. Balancing BSTs (Brief mention of AVL or Red-Black Trees):

Balancing BSTs is crucial to maintain their efficiency during operations. Unbalanced trees can lead to skewed structures, resulting in poor performance. Two common methods to balance BSTs are AVL trees and Red-Black trees.

  1. AVL Trees: AVL trees are unique binary search trees with constant height balance. By measuring the lengths of its left and right branches, each node's balance is examined. The height difference should only be -1, 0 or 1. Rotations are used to restore the tree's balance if this rule is breached.
  2. Red-Black Trees: Self-balancing binary search trees also come in the form of red-black trees. In a Red-Black tree, each node is given one of two colors: red or black. The tree upholds five characteristics that guarantee its balance across insertions and deletions.

IV. Implementation of Linked Lists and BST in C

A. Defining Structures for Nodes

Before we delve into the implementation of linked lists and binary search trees (BST) in C, it is essential to understand the fundamental concept of nodes. These data structures' fundamental building unit, the node, has two main components: data and a pointer. The data field holds the actual information we want to store, while the pointer field points to the next node in the linked list or the left and right children in a binary search tree.

In C, we can define a basic structure for a node as follows:

struct Node {

    int data;         

    struct Node* next;

    struct Node* left;

    struct Node* right;

};

B. Creating Functions for Linked Lists

  1. Insertion Function: Insertion is a fundamental operation in linked lists, allowing us to add new elements to the data structure. The process involves creating a new node with the given data and appropriately updating the pointers to maintain the integrity of the linked list.
void insert(struct Node** head, int data) {

    struct Node* newNode = (struct Node*)malloc(sizeof(struct Node));

    if (newNode == NULL) {

        // Memory allocation failed

        return;

    }

    newNode->data = data;

    newNode->next = *head;

    *head = newNode;

}

2.Deletion Function: The deletion function allows us to remove elements from a Linked List. For this, we need to consider various cases, including deleting the head node, intermediate nodes, and the last node. Let's see the C code for a simple Linked List deletion function:

#include <stdio.h>

#include <stdlib.h>

struct Node {

    int data;

    struct Node* next;

};

void deleteNode(struct Node** head, int key) {

    struct Node* temp = *head;

    struct Node* prev = NULL;

    if (temp != NULL && temp->data == key) {

        *head = temp->next;

        free(temp);

        return;

    }

    while (temp != NULL && temp->data != key) {

        prev = temp;

        temp = temp->next;

    }

    // Key not found in the Linked List

    if (temp == NULL) {

        printf("Key not found in the Linked List.\n");

        return;

    }

    // Unlink the node containing the key

    prev->next = temp->next;

    free(temp);

}

3.Traversal Function: The traversal function is used to print or process all elements of the Linked List. Here's the C code for a simple traversal function:

void printLinkedList(struct Node* head) {

    struct Node* current = head;

    while (current != NULL) {

        printf("%d -> ", current->data);

        current = current->next;

    }

    printf("NULL\n");

}

C. Creating Functions for Binary Search Trees:

  1. Insertion Function: The insertion function allows us to add elements to a Binary Search Tree while maintaining its properties, where elements to the left are less than the root, and elements to the right are greater. Here's the C code for a simple insertion function:
struct TreeNode {

    int data;

    struct TreeNode* left;

    struct TreeNode* right;

};

struct TreeNode* insertNode(struct TreeNode* root, int key) {

    if (root == NULL) {

        struct TreeNode* newNode = (struct TreeNode*)malloc(sizeof(struct TreeNode));

        newNode->data = key;

        newNode->left = newNode->right = NULL;

        return newNode;

    }

    if (key < root->data) {

        root->left = insertNode(root->left, key);

    } else if (key > root->data) {

        root->right = insertNode(root->right, key);

    }

    return root;

}

2.Deletion Function: The deletion function for a Binary Search Tree removes a specified element while preserving the BST properties. Handling all the cases of deletion (no children, one child, two children) requires a bit more complexity than the insertion operation. Here's the C code for a simple deletion function:

struct TreeNode* findMin(struct TreeNode* node) {

    while (node->left != NULL) {

        node = node->left;

    }

    return node;

}

struct TreeNode* deleteNode(struct TreeNode* root, int key) {

    if (root == NULL) {

        return root;

    }

    if (key < root->data) {

        root->left = deleteNode(root->left, key);

    } else if (key > root->data) {

        root->right = deleteNode(root->right, key);

    } else {

        if (root->left == NULL) {

            struct TreeNode* temp = root->right;

            free(root);

            return temp;

        } else if (root->right == NULL) {

            struct TreeNode* temp = root->left;

            free(root);

            return temp;

        }

        struct TreeNode* temp = findMin(root->right);

        root->data = temp->data;

        root->right = deleteNode(root->right, temp->data);

    }

    return root;

}

3.Traversal Function: Traversal in a Binary Search Tree allows us to visit all elements in a specific order, such as Inorder, Preorder, or Postorder. Let's look at the Inorder traversal function:

void inorderTraversal(struct TreeNode* root) {

    if (root != NULL) {

        inorderTraversal(root->left);

        printf("%d -> ", root->data);

        inorderTraversal(root->right);

    }

}

4.Searching Function: The searching function helps us determine if a specific element exists in the Binary Search Tree. Here's a simple search function:

struct TreeNode* search(struct TreeNode* root, int key) {

    if (root == NULL || root->data == key) {

        return root;

    }

    if (key < root->data) {

        return search(root->left, key);

    }

    return search(root->right, key);

}

D.Efficient C Implementation of Linked Lists and Binary Search Trees

1.Linked List Implementation:

#include <stdio.h>

#include <stdlib.h>

struct Node {

    int data;

    struct Node* next;

};

struct Node* createNode(int data) {

    struct Node* newNode = (struct Node*)malloc(sizeof(struct Node));

    newNode->data = data;

    newNode->next = NULL;

    return newNode;

}

struct Node* insert(struct Node* head, int data) {

    if (head == NULL) {

        return createNode(data);

    }

    head->next = insert(head->next, data);

    return head;

}

void printList(struct Node* head) {

    while (head != NULL) {

        printf("%d ", head->data);

        head = head->next;

    }

}

void freeList(struct Node* head) {

    while (head != NULL) {

        struct Node* temp = head;

        head = head->next;

        free(temp);

    }

}

int main() {

    struct Node* head = NULL;

    head = insert(head, 10);

    head = insert(head, 20);

    head = insert(head, 30);

    head = insert(head, 40);

    printf("Linked List: ");

    printList(head);

    freeList(head);

    return 0;

}

Output:

Linked List: 10 20 30 40

2.Binary Search Tree (BST) Implementation:

#include <stdio.h>

#include <stdlib.h>

struct TreeNode {

    int data;

    struct TreeNode* left;

    struct TreeNode* right;

};

struct TreeNode* createNode(int data) {

    struct TreeNode* newNode = (struct TreeNode*)malloc(sizeof(struct TreeNode));

    newNode->data = data;

    newNode->left = NULL;

    newNode->right = NULL;

    return newNode;

}

struct TreeNode* insert(struct TreeNode* root, int data) {

    if (root == NULL) {

        return createNode(data);

    }

    if (data < root->data) {

        root->left = insert(root->left, data);

    } else if (data > root->data) {

        root->right = insert(root->right, data);

    }

    return root;

}

void inorderTraversal(struct TreeNode* root) {

    if (root != NULL) {

        inorderTraversal(root->left);

        printf("%d ", root->data);

        inorderTraversal(root->right);

    }

}

void freeBST(struct TreeNode* root) {

    if (root != NULL) {

        freeBST(root->left);

        freeBST(root->right);

        free(root);

    }

}

int main() {

    struct TreeNode* root = NULL;

    root = insert(root, 50);

    root = insert(root, 30);

    root = insert(root, 20);

    root = insert(root, 40);

    root = insert(root, 70);

    root = insert(root, 60);

    root = insert(root, 80);

    printf("BST Inorder Traversal: ");

    inorderTraversal(root);

    freeBST(root);

    return 0;

}

Output:

BST Inorder Traversal: 20 30 40 50 60 70 80

Conclusion:

Implementing data structures like linked lists or binary search trees in C is a valuable exercise that enhances algorithmic understanding, C language proficiency, and problem-solving skills. It provides a strong foundation for more complex programming challenges and fosters open-source contributions.