Browsing Tag
algorithm
178 posts
Matrices in Mathematics: A Comprehensive Guide with Applications
I want to begin by explaining what a matrix actually is: a rectangular array of numbers, symbols, or…
Counting and Probability: A Complete Guide to Combinatorics and Probability Theory
I use counting and probability whenever I need to reason about how many ways something can happen and…
Comprehensive Guide to Sets, Relations, Functions, Graphs, and Trees in Discrete Mathematics
I treat sets, relations, functions, graphs, and trees as the backbone vocabulary of discrete mathematics. I use sets…
Summations: Essential Formulas, Properties, and Bounding Techniques Explained
I use summation notation whenever I need to express the addition of a sequence of terms compactly, especially…
Approximation Algorithms: Key Problems, Examples, and Implementations
I turn to approximation algorithms whenever I face a computational problem that is provably hard to solve exactly…
NP-Completeness: A Comprehensive Guide to Computational Complexity
I use the theory of NP-completeness whenever I need to understand why certain computational problems seem fundamentally hard…
Computational Geometry: Key Algorithms and Practical Implementations
I use computational geometry whenever I need to design efficient algorithms for problems involving points, lines, polygons, and…
Knuth-Morris-Pratt (KMP) Algorithm: Detailed Explanation and Implementation
I use the Knuth-Morris-Pratt (KMP) algorithm whenever I need to search for occurrences of a pattern string within…
String Matching with Finite Automata: Complete Guide with Examples
I use the finite automaton approach to string matching whenever I want to search for a pattern in…
Rabin-Karp Algorithm: A Detailed Explanation with Implementation
I use the Rabin-Karp algorithm whenever I need to search for a pattern within a text using hashing…