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This is a list of algorithm general topics. Analysis of algorithms; Ant colony algorithm; Approximation algorithm; Best and worst cases; Big O notation; Combinatorial search; Competitive analysis; Computability theory; Computational complexity theory; Embarrassingly parallel problem; Emergent algorithm; Evolutionary algorithm; Fast Fourier ...
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.
The NIST Dictionary of Algorithms and Data Structures [1] is a reference work maintained by the U.S. National Institute of Standards and Technology. It defines a large number of terms relating to algorithms and data structures. For algorithms and data structures not necessarily mentioned here, see list of algorithms and list of data structures.
Computer science (also called computing science) is the study of the theoretical foundations of information and computation and their implementation and application in computer systems. One well known subject classification system for computer science is the ACM Computing Classification System devised by the Association for Computing Machinery.
Computational complexity theory deals with how hard computations are, in quantitative terms, both with upper bounds (algorithms whose complexity in the worst cases, as use of computing resources, can be estimated), and from below (proofs that no procedure to carry out some task can be very fast).
The contents match the full body of topics and detail information expected of a person identifying themselves as a Computer Engineering expert as laid out by the National Council of Examiners for Engineering and Surveying. [1] It is a comprehensive list and superset of the computer engineering topics generally dealt with at any one time.
Sardinas–Patterson algorithm; Sequential algorithm; Serial algorithm; Shapiro–Senapathy algorithm; Shuffling algorithm; Sieve of Eratosthenes; Sieve of Pritchard; Sikidy; Simulation algorithms for atomic DEVS; Simulation algorithms for coupled DEVS; Snap rounding; Sparse identification of non-linear dynamics; Spreading activation
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 ...