Complexity classes with Examples|ICS|1st year Computer Science New Book 2025| Lec 6|Ch 3

Complexity classes group computational problems based on the resources (time, space) needed to solve them. Examples include P (solvable in polynomial time), NP (verifiable in polynomial time), NP-complete (hardest NP problems), and PSPACE (solvable with polynomial memory). They help compare efficiency, solvability, and limitations of algorithms. #ComplexityClasses #P #NP #NPComplete #PSPACE #Algorithms #Computation#Tractable #Intractable #PolynomialTime #Algorithms #Complexity #ComputerScience #Algorithms #ProblemSolving #Efficiency #WellDefined #IllDefined #ProblemSolving #AI#ComputationalProblem #Algorithms #ProblemSolving #ComputerScience #chapter3 #Programming #FileHandling #Testing #Debugging #Python #ErrorHandling #UnitTesting #CodeCorrection#ExceptionHandling #tryexcept #ErrorHandling #PythonProgramming #RuntimeErrors#Python #OOP #Class #Object #Encapsulation #Inheritance #Polymorphism #Programming#Tuple #Immutable #DataStructure #PythonBasics #TupleVsList #Programming #Coding #Lists #DataStructures #Mutable #Indexing #append #sor#Libraries #Modules #CodeReuse #Programming #BuiltInModules #ThirdPartyLibraries#Functions #CodeReuse #def #Programming#ForLoop #WhileLoop #Programming #Automation #ControlFlow#ifelifelse #ControlFlow #DecisionMaking #PythonBasics #ConditionalStatements. #ifelse #ifstatement #if_elseshorthand #ControlStructures #Loops #Conditions #Programming #CodeFlow #PythonBasics #Expressions #OperatorPrecedence #PEMDAS #ProgrammingBasics #PythonTips #CodeLogic #LogicalOperators #and #or #not#ProgrammingBasics#ControlFlow#ConditionalLogic#AssignmentOperators #CodingBasics #LearnPython #Operators #PythonSyntax #comparison #operators #boolean #programming #logic#Python #ArithmeticOperators #PythonBasics #Coding #LearnPython #Operators #Programming #MathInPython#Python #IOOperations #InputOutput #FileHandling #Print #Input #ReadWrite #CodingBasics #python #Variables #DataTypes #DynamicTyping #CodingBasics #Programming #PythonTips #LearnPython #CodeSmart #DevSkills #Python #Syntax #Indentation #Variables #Functions #Loops #Conditions #Comments #ReadableCod#Coding #Programming #BeginnerFriendly #DataScience #AI #WebDevelopment #computerscience #1styear #2025 #Newbookcomputer#1styearnewbookcomputerscience#ICS#softwarenginering#chapter2#ics#computerscience#compiler#coding#interpretar#comments #codeclarity #documentation #debugging #readability