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This is a list of algorithm general topics. Analysis of algorithms; ... Lock-free and wait-free algorithms; Monte Carlo algorithm; Numerical analysis; Online algorithm;
An algorithm is fundamentally a set of rules or defined procedures that is typically designed and used to solve a specific problem or a broad set of problems.. Broadly, algorithms define process(es), sets of rules, or methodologies that are to be followed in calculations, data processing, data mining, pattern recognition, automated reasoning or other problem-solving operations.
Wolff algorithm — improvement of the Swendsen–Wang algorithm; Metropolis–Hastings algorithm; Auxiliary field Monte Carlo — computes averages of operators in many-body quantum mechanical problems; Cross-entropy method — for multi-extremal optimization and importance sampling; Also see the list of statistics topics
Introduction to Algorithms is a book on computer programming by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. The book is described by its publisher as "the leading algorithms text in universities worldwide as well as the standard reference for professionals". [ 1 ]
ML involves the study and construction of algorithms that can learn from and make predictions on data. [3] These algorithms operate by building a model from a training set of example observations to make data-driven predictions or decisions expressed as outputs, rather than following strictly static program instructions.
Flowchart of using successive subtractions to find the greatest common divisor of number r and s. In mathematics and computer science, an algorithm (/ ˈ æ l ɡ ə r ɪ ð əm / ⓘ) is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. [1]
List of algorithms; List of algorithm general topics; Algorithm characterizations. Introduction to Algorithms; Theory of computation. Computational complexity theory. Analysis of algorithms. Empirical algorithmics; Big O notation; Algorithmic efficiency; Algorithmic information theory. Algorithmic probability; Algorithmically random sequence ...
Euclidean algorithm; Coprime; Euclid's lemma; Bézout's identity, Bézout's lemma; Extended Euclidean algorithm; Table of divisors; Prime number, prime power. Bonse's inequality; Prime factor. Table of prime factors; Formula for primes; Factorization. RSA number; Fundamental theorem of arithmetic; Square-free. Square-free integer; Square-free ...