List of algorithms

Source: Wikipedia, the free encyclopedia.

Broad definition of the term 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. With the increasing automation of services, more and more decisions are being made by algorithms. Some general examples are; risk assessments, anticipatory policing, and pattern recognition technology.[1]

The following is a list of well-known algorithms along with one-line descriptions for each.

Automated planning

Combinatorial algorithms

General combinatorial algorithms

Graph algorithms

Graph drawing

  • Force-based algorithms
    (also known as force-directed algorithms or spring-based algorithm)
  • Spectral layout

Network theory

Routing for graphs

Graph search

Subgraphs

Sequence algorithms

Approximate sequence matching

Selection algorithms

Sequence search

  • Linear search: locates an item in an unsorted sequence
  • Selection algorithm: finds the kth largest item in a sequence
  • Ternary search: a technique for finding the minimum or maximum of a function that is either strictly increasing and then strictly decreasing or vice versa
  • Sorted lists
    • Binary search algorithm: locates an item in a sorted sequence
    • Fibonacci numbers
    • Jump search (or block search): linear search on a smaller subset of the sequence
    • Predictive search: binary-like search which factors in magnitude of search term versus the high and low values in the search. Sometimes called dictionary search or interpolated search.
    • Uniform binary search: an optimization of the classic binary search algorithm
    • Eytzinger binary search: cache friendly binary search algorithm [6]

Sequence merging

  • Simple merge algorithm
  • k-way merge algorithm
  • Union (merge, with elements on the output not repeated)

Sequence permutations

Sequence combinations

Sequence alignment

Sequence sorting

Subsequences

  • Longest common subsequence problem
    : Find the longest subsequence common to all sequences in a set of sequences
  • Longest increasing subsequence problem
    : Find the longest increasing subsequence of a given sequence
  • Ruzzo–Tompa algorithm: Find all non-overlapping, contiguous, maximal scoring subsequences in a sequence of real numbers
  • Shortest common supersequence problem
    : Find the shortest supersequence that contains two or more sequences as subsequences

Substrings

Computational mathematics

Abstract algebra

Computer algebra

Geometry

Number theoretic algorithms

Numerical algorithms

Differential equation solving

Elementary and special functions

Geometric

Interpolation and extrapolation

Linear algebra

Monte Carlo

Numerical integration

Root finding

Optimization algorithms

Hybrid Algorithms

Computational science

Astronomy

  • Doomsday algorithm
    : day of the week
  • Zeller's congruence is an algorithm to calculate the day of the week for any Julian or Gregorian calendar date
  • various
    Easter algorithms
    are used to calculate the day of Easter

Bioinformatics

  • Basic Local Alignment Search Tool
    also known as BLAST: an algorithm for comparing primary biological sequence information
  • root mean squared deviation
    between two protein structures.
  • Velvet: a set of algorithms manipulating de Bruijn graphs for genomic sequence assembly
  • Sorting by signed reversals: an algorithm for understanding genomic evolution.
  • Maximum parsimony (phylogenetics): an algorithm for finding the simplest phylogenetic tree to explain a given character matrix.
  • UPGMA: a distance-based phylogenetic tree construction algorithm.
  • Bloom Filter: probabilistic data structure used to test for the existence of an element within a set. Primarily used in bioinformatics to test for the existence of a k-mer in a sequence or sequences.

Geoscience

  • Vincenty's formulae: a fast algorithm to calculate the distance between two latitude/longitude points on an ellipsoid
  • Geohash: a public domain algorithm that encodes a decimal latitude/longitude pair as a hash string

Linguistics

  • Lesk algorithm: word sense disambiguation
  • Stemming algorithm: a method of reducing words to their stem, base, or root form
  • Sukhotin's algorithm
    : a statistical classification algorithm for classifying characters in a text as vowels or consonants

Medicine

Physics

Statistics

Computer science

Computer architecture

  • Tomasulo algorithm
    : allows sequential instructions that would normally be stalled due to certain dependencies to execute non-sequentially

Computer graphics

Cryptography

Digital logic

Machine learning and statistical classification

Programming language theory

  • C3 linearization: an algorithm used primarily to obtain a consistent linearization of a multiple inheritance hierarchy in object-oriented programming
  • Chaitin's algorithm: a bottom-up, graph coloring register allocation algorithm that uses cost/degree as its spill metric
  • Hindley–Milner type inference algorithm
  • production rule
    systems
  • Sethi-Ullman algorithm
    : generates optimal code for arithmetic expressions

Parsing

Quantum algorithms

Theory of computation and automata

Information theory and signal processing

Coding theory

Error detection and correction

Lossless compression algorithms

Lossy compression algorithms

Digital signal processing

Image processing

Software engineering

  • Cache algorithms
  • CHS conversion
    : converting between disk addressing systems
  • Double dabble: Convert binary numbers to BCD
  • Hash Function
    : convert a large, possibly variable-sized amount of data into a small datum, usually a single integer that may serve as an index into an array
  • Unicode Collation Algorithm
  • Xor swap algorithm
    : swaps the values of two variables without using a buffer

Database algorithms

Distributed systems algorithms

Memory allocation and deallocation algorithms

Networking

Operating systems algorithms

Process synchronization

Scheduling

I/O scheduling

Disk scheduling

See also

References

  1. ^ "algorithm". LII / Legal Information Institute. Retrieved 2023-10-26.
  2. ISSN 1532-5970
    .
  3. ^ "richardshin.com | Floyd's Cycle Detection Algorithm". 2013-09-30. Retrieved 2023-10-26.
  4. ^ Osipenko, Alexander (2021-09-12). "Gale–Shapley algorithm simply explained". Medium. Retrieved 2023-10-27.
  5. ^ Bertoldi, David (2019-11-11). "Building a Pseudorandom Number Generator". Medium. Retrieved 2023-10-27.
  6. ^ "Eytzinger Binary Search - Algorithmica". Retrieved 2023-04-09.
  7. ^ "Shannon-Fano-Elias Coding" (PDF). my.ece.msstate.edu. Archived from the original (PDF) on 2021-02-28. Retrieved 2023-10-11.
  8. ^ "Archived copy" (PDF). www.vision.ee.ethz.ch. Archived from the original (PDF) on 21 February 2007. Retrieved 13 January 2022.{{cite web}}: CS1 maint: archived copy as title (link)
  9. ^ "Archived copy" (PDF). Archived from the original (PDF) on 2013-10-06. Retrieved 2013-10-05.{{cite web}}: CS1 maint: archived copy as title (link)