3. Complexity Analysis through Mathematical Model & Simplifications. Order-of-growth classifications

This lecture explains about the algorithms complexity analysis (computing running time) by mathematical modeling and first and second simplifications. It also shows the order-of-growth classification of well-known algorithms with doubling hypothesis. Video Timestamps: 0:0 Mathematical model for computing running time 6:30 1-Sum example 13:10 2-Sum example 24:10 First Simplification 25:40 Second Simplification 33:44 Summary of Mathematical model 37:30 Examples of Order of growth classification and doubling hypothesis Book references: Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne #algorithms #DataStructures #ComplexityAnalysis #BigO #Recursion #DynamicProgramming #Backtracking #BranchAndBound #NPComplete #NPHard #PvsNP #ComputerScience #Programming #CodingInterview #doublingHypothesis #mathematicalmodeling #simplifications