Subsequence and Substring Last Updated : 23 Jul, 2025 Comments Improve Suggest changes Like Article Like Report What is a Substring? A substring is a contiguous part of a string, i.e., a string inside another string. In general, for an string of size n, there are n*(n+1)/2 non-empty substrings. For example, Consider the string "geeks", There are 15 non-empty substrings. The subarrays are: g, ge, gee, geek, geeks,e, ee, eek, eeks,e, ek, eks,k, ks, s What is a Subsequence? A subsequence is a sequence that can be derived from another sequence by removing zero or more elements, without changing the order of the remaining elements. More generally, we can say that for a sequence of size n, we can have ((2^n)-1) non-empty sub-sequences in total. For the same above example, there are 31 sub-sequences. They are: g, e, e, k, s,ge, ge, gk, gs, ee, ek, es, ek, es, ks,gee, gek, ges, gek, ges, gks, eek, ees, eks, eks,geek, gees, eeks, geks, geks,geeks Easy Problems on Substring: Number of substrings of one string present in other Print all substring of a number without any conversion Substring Reverse Pattern Find the count of palindromic sub-string of a string in its sorted form Check if a string contains a palindromic sub-string of even length Count number of substrings with numeric value greater than X Check if the given string is K-periodic Maximum count of sub-strings of length K consisting of same characters Check whether given string can be generated after concatenating given strings Queries to answer the X-th smallest sub-string lexicographically Count of sub-strings of length n possible from the given string Longest sub string of 0’s in a binary string which is repeated K times Length of longest substring having all characters as K Maximum length palindromic substring such that it starts and ends with given char Find distinct characters in distinct substrings of a string Count all substrings having character K Reverse the given string in the range [L, R] Number of substrings that start with “geeks” and end with “for” Repeat substrings of the given String required number of times Split the binary string into substrings with equal number of 0s and 1s Medium Problems on Substring Reverse substrings between each pair of parenthesis Longest substring with K unique characters using Binary Search Jaro and Jaro-Winkler similarity Longest substring with atmost K characters from the given set of characters Lexicographically all Shortest Palindromic Substrings from a given string Shortest Palindromic Substring Count of all unique substrings with non-repeating characters Check if the given string is shuffled substring of another string Count of K-size substrings having palindromic permutations Count of substrings of length K with exactly K distinct characters Permutation of given string that maximizes count of Palindromic substrings Check if a substring can be Palindromic by replacing K characters for Q queries Count of ways to split given string into two non-empty palindromes Maximize partitions such that no two substrings have any common character Minimum replacements in a string to make adjacent characters unequal Count of substrings containing only the given character Count distinct substrings of a string using Rabin Karp algorithm Count of substrings having all distinct characters Smallest String consisting of a String S exactly K times as a Substring Minimize splits to generate monotonous Substrings from given String Hard Problems on Substring Count of Distinct Substrings occurring consecutively in a given String Check if a String contains Anagrams of length K which does not contain the character X Check if a Palindromic String can be formed by concatenating Substrings of two given Strings Minimum size substring to be removed to make a given string palindromic Count ways to split a Binary String into three substrings having equal count of zeros Applications of String Matching Algorithms Minimum operations to transform given string to another by moving characters to front or end Count characters to be shifted from the start or end of a string to obtain another string Lexicographic rank of a string among all its substrings Count of substrings of a string containing another given string as a substring Count substrings of same length differing by a single character from two given strings Extract substrings between any pair of delimiters Longest substring where all the characters appear at least K times | Set 3 Split a string into maximum number of unique substrings Find the last player to be able to flip a character in a Binary String Check if a string can be split into 3 substrings such that one of them is a substring of the other two Count ways to partition a number into increasing sequences of digits Maximum length of a substring required to be flipped repeatedly to make all characters of binary string equal to 0 XOR of all substrings of a given Binary String Sub-strings of a string that are prefix of the same string Easy Problems on Subsequences: Given a number as a string, find the number of contiguous subsequences which recursively add up to 9 Minimum number of palindromic subsequences to be removed to empty a binary string Find largest word in dictionary by deleting some characters of given string Longest Common Anagram Subsequence Number of subsequences as “ab” in a string repeated K times Maximum length subsequence possible of the form R^N K^N Check if two same sub-sequences exist in a string or not Longest subsequence where each character occurs at least k times Longest Uncommon Subsequence Find the lexicographically largest palindromic Subsequence of a String Medium Problems on Subsequences: Maximum number of removals of given subsequence from a string Check if there exists any sub-sequence in a string which is not palindrome Number of balanced bracket subsequence of length 2 and 4 Minimum cost to make a string free of a subsequence Longest subsequence having greater corner values Longest subsequence with at least one character appearing in every string Distinct strings such that they contains given strings as sub-sequences Smallest Palindromic Subsequence of Even Length in Range [L, R] Minimum number of subsequences required to convert one string to another Find the length of the longest subsequence with first K alphabets having same frequency Hard Problems on Subsequences: Number of ways to partition a string into two balanced subsequences Count common subsequence in two strings Total number of odd length palindrome sub-sequence around each center Minimum number of subsequences required to convert one string to another using Greedy Algorithm Longest Palindromic Subsequence of two distinct characters Longest subsequence with different adjacent characters Frequency of maximum occurring subsequence in given string Convert given string to another by minimum replacements of subsequences by its smallest character Minimize deletions in a Binary String to remove all subsequences of the form “0101” Subsequences of given string consisting of non-repeating characters Quick Links: 'Practice Problems' on Strings 'Quizzes' on Strings Comment More infoAdvertise with us Next Article Analysis of Algorithms H harendrakumar123 Follow Improve Article Tags : Strings DSA Practice Tags : Strings Similar Reads Basics & PrerequisitesLogic Building ProblemsLogic building is about creating clear, step-by-step methods to solve problems using simple rules and principles. Itâs the heart of coding, enabling programmers to think, reason, and arrive at smart solutions just like we do.Here are some tips for improving your programming logic: Understand the pro 2 min read Analysis of AlgorithmsAnalysis of Algorithms is a fundamental aspect of computer science that involves evaluating performance of algorithms and programs. Efficiency is measured in terms of time and space.Basics on Analysis of Algorithms:Why is Analysis Important?Order of GrowthAsymptotic Analysis Worst, Average and Best 1 min read Data StructuresArray Data StructureIn this article, we introduce array, implementation in different popular languages, its basic operations and commonly seen problems / interview questions. An array stores items (in case of C/C++ and Java Primitive Arrays) or their references (in case of Python, JS, Java Non-Primitive) at contiguous 3 min read String in Data StructureA string is a sequence of characters. The following facts make string an interesting data structure.Small set of elements. Unlike normal array, strings typically have smaller set of items. For example, lowercase English alphabet has only 26 characters. ASCII has only 256 characters.Strings are immut 2 min read Hashing in Data StructureHashing is a technique used in data structures that efficiently stores and retrieves data in a way that allows for quick access. Hashing involves mapping data to a specific index in a hash table (an array of items) using a hash function. It enables fast retrieval of information based on its key. The 2 min read Linked List Data StructureA linked list is a fundamental data structure in computer science. It mainly allows efficient insertion and deletion operations compared to arrays. Like arrays, it is also used to implement other data structures like stack, queue and deque. Hereâs the comparison of Linked List vs Arrays Linked List: 2 min read Stack Data StructureA Stack is a linear data structure that follows a particular order in which the operations are performed. The order may be LIFO(Last In First Out) or FILO(First In Last Out). LIFO implies that the element that is inserted last, comes out first and FILO implies that the element that is inserted first 2 min read Queue Data StructureA Queue Data Structure is a fundamental concept in computer science used for storing and managing data in a specific order. It follows the principle of "First in, First out" (FIFO), where the first element added to the queue is the first one to be removed. It is used as a buffer in computer systems 2 min read Tree Data StructureTree Data Structure is a non-linear data structure in which a collection of elements known as nodes are connected to each other via edges such that there exists exactly one path between any two nodes. Types of TreeBinary Tree : Every node has at most two childrenTernary Tree : Every node has at most 4 min read Graph Data StructureGraph Data Structure is a collection of nodes connected by edges. It's used to represent relationships between different entities. If you are looking for topic-wise list of problems on different topics like DFS, BFS, Topological Sort, Shortest Path, etc., please refer to Graph Algorithms. Basics of 3 min read Trie Data StructureThe Trie data structure is a tree-like structure used for storing a dynamic set of strings. It allows for efficient retrieval and storage of keys, making it highly effective in handling large datasets. Trie supports operations such as insertion, search, deletion of keys, and prefix searches. In this 15+ min read AlgorithmsSearching AlgorithmsSearching algorithms are essential tools in computer science used to locate specific items within a collection of data. In this tutorial, we are mainly going to focus upon searching in an array. When we search an item in an array, there are two most common algorithms used based on the type of input 2 min read Sorting AlgorithmsA Sorting Algorithm is used to rearrange a given array or list of elements in an order. For example, a given array [10, 20, 5, 2] becomes [2, 5, 10, 20] after sorting in increasing order and becomes [20, 10, 5, 2] after sorting in decreasing order. There exist different sorting algorithms for differ 3 min read Introduction to RecursionThe process in which a function calls itself directly or indirectly is called recursion and the corresponding function is called a recursive function. A recursive algorithm takes one step toward solution and then recursively call itself to further move. The algorithm stops once we reach the solution 14 min read Greedy AlgorithmsGreedy algorithms are a class of algorithms that make locally optimal choices at each step with the hope of finding a global optimum solution. At every step of the algorithm, we make a choice that looks the best at the moment. To make the choice, we sometimes sort the array so that we can always get 3 min read Graph AlgorithmsGraph is a non-linear data structure like tree data structure. The limitation of tree is, it can only represent hierarchical data. For situations where nodes or vertices are randomly connected with each other other, we use Graph. Example situations where we use graph data structure are, a social net 3 min read Dynamic Programming or DPDynamic Programming is an algorithmic technique with the following properties.It is mainly an optimization over plain recursion. Wherever we see a recursive solution that has repeated calls for the same inputs, we can optimize it using Dynamic Programming. The idea is to simply store the results of 3 min read Bitwise AlgorithmsBitwise algorithms in Data Structures and Algorithms (DSA) involve manipulating individual bits of binary representations of numbers to perform operations efficiently. These algorithms utilize bitwise operators like AND, OR, XOR, NOT, Left Shift, and Right Shift.BasicsIntroduction to Bitwise Algorit 4 min read AdvancedSegment TreeSegment Tree is a data structure that allows efficient querying and updating of intervals or segments of an array. It is particularly useful for problems involving range queries, such as finding the sum, minimum, maximum, or any other operation over a specific range of elements in an array. The tree 3 min read Pattern SearchingPattern searching algorithms are essential tools in computer science and data processing. These algorithms are designed to efficiently find a particular pattern within a larger set of data. Patten SearchingImportant Pattern Searching Algorithms:Naive String Matching : A Simple Algorithm that works i 2 min read GeometryGeometry is a branch of mathematics that studies the properties, measurements, and relationships of points, lines, angles, surfaces, and solids. From basic lines and angles to complex structures, it helps us understand the world around us.Geometry for Students and BeginnersThis section covers key br 2 min read Interview PreparationInterview Corner: All Resources To Crack Any Tech InterviewThis article serves as your one-stop guide to interview preparation, designed to help you succeed across different experience levels and company expectations. Here is what you should expect in a Tech Interview, please remember the following points:Tech Interview Preparation does not have any fixed s 3 min read GfG160 - 160 Days of Problem SolvingAre you preparing for technical interviews and would like to be well-structured to improve your problem-solving skills? Well, we have good news for you! GeeksforGeeks proudly presents GfG160, a 160-day coding challenge starting on 15th November 2024. In this event, we will provide daily coding probl 3 min read Practice ProblemGeeksforGeeks Practice - Leading Online Coding PlatformGeeksforGeeks Practice is an online coding platform designed to help developers and students practice coding online and sharpen their programming skills with the following features. GfG 160: This consists of most popular interview problems organized topic wise and difficulty with with well written e 6 min read Problem of The Day - Develop the Habit of CodingDo you find it difficult to develop a habit of Coding? If yes, then we have a most effective solution for you - all you geeks need to do is solve one programming problem each day without any break, and BOOM, the results will surprise you! Let us tell you how:Suppose you commit to improve yourself an 5 min read Like