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Property of an algorithm
science, algorithmic efficiency is a property of an algorithm which relates to the amount of computational resources used by the algorithm. Algorithmic efficiency
Algorithmic_efficiency
Degree to which a process minimizes waste of resources
efficiency in the economy, society and government In computing: Algorithmic efficiency, optimizing the speed and memory requirements of a computer program
Efficiency
Study of algorithms in strategic environments
while maintaining computational efficiency. Algorithm designers in this domain must satisfy traditional algorithmic requirements (such as polynomial-time
Algorithmic_game_theory
Topics referred to by the same term
economic systems from an algorithmic point of view Algorithmic number theory, algorithms for number-theoretic computation Algorithmic game theory, game-theoretic
Algorithmic
Algorithm for computing greatest common divisors
series, showing that it is also O(h2). Modern algorithmic techniques based on the Schönhage–Strassen algorithm for fast integer multiplication can be used
Euclidean_algorithm
Sequence of operations for a task
aversion Algorithm engineering Algorithm characterizations Algorithmic bias Algorithmic composition Algorithmic entities Algorithmic synthesis Algorithmic technique
Algorithm
Combined real-and-virtual environment
complexity theory Logic Semantics Algorithms Algorithm design Analysis of algorithms Algorithmic efficiency Randomized algorithm Computational geometry Mathematics
Extended_reality
Environmentally sustainable computing and information technology
computing or IT. The goals of green computing include optimising energy efficiency during the product's lifecycle; leveraging greener energy sources to power
Green_computing
Polynomial-time algorithm for the assignment problem
Jack; Karp, Richard M. (1 April 1972). "Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems". Journal of the ACM. 19 (2): 248–264
Hungarian_algorithm
Algorithm that arranges lists in order
sorting is important for optimizing the efficiency of other algorithms (such as search and merge algorithms) that require input data to be in sorted
Sorting_algorithm
Algorithms which recursively solve subproblems
In computer science, divide and conquer is an algorithm design paradigm. A divide-and-conquer algorithm recursively breaks down a problem into two or
Divide-and-conquer_algorithm
Method of executing orders
simple retail tools. Algorithmic trading is widely used in equities, futures, crypto, and foreign exchange markets. The term algorithmic trading is often
Algorithmic_trading
Improving the efficiency of software
select a method (algorithm) that is more computationally efficient, while retaining the same functionality. See algorithmic efficiency for a discussion
Program_optimization
resource usage, and the efficiency of an algorithm can be measured based on usage of different resources. Algorithmic efficiency can be thought of as analogous
Glossary_of_computer_science
Act of performing an initial computation before run time
intermediate results at the beginning of an algorithm's execution can often increase algorithmic efficiency substantially. This becomes advantageous when
Precomputation
Card game
game to benchmark how heuristic algorithms compete against human decision-making patterns. This algorithmic efficiency has also enabled the game to be
Gin_rummy
Limiting factor in software engineering
sections of code perform as effectively as possible to improve overall algorithmic efficiency. Performance engineering Profiling (computer programming) "What
Bottleneck_(software)
American annual computer science prize
2024. Retrieved March 4, 2024. Perlis, A. J. (1967). "The Synthesis of Algorithmic Systems". Journal of the ACM. 14: 1–9. doi:10.1145/321371.321372. S2CID 12937998
Turing_Award
Situation of degraded computer performance
functions. Actual (measurable) bloat can occur due to de-emphasising algorithmic efficiency in favour of other concerns like developer productivity, or possibly
Software_bloat
Compiler optimization technique
POP AF Object code optimizers, discussion in relation to general algorithmic efficiency Capex Corporation – produced the COBOL optimizer, an early mainframe
Peephole_optimization
Source code that alters its instructions to the hardware while executing
repetitive conditional branches. Self-modifying code can improve algorithmic efficiency. Self-modifying code is harder to read and maintain because the
Self-modifying_code
Measure of parallel computing efficacy
Cost efficiency (or cost optimality), in the context of parallel computer algorithms, refers to a measure of how effectively parallel computing can be
Cost_efficiency
Concept in software engineering and computer science
complexity theory Logic Semantics Algorithms Algorithm design Analysis of algorithms Algorithmic efficiency Randomized algorithm Computational geometry Mathematics
Ubiquitous_computing
Algorithm to compute the maximum flow in a flow network
Edmonds, Jack; Karp, Richard M. (1972). "Theoretical improvements in algorithmic efficiency for network flow problems" (PDF). Journal of the ACM. 19 (2): 248–264
Edmonds–Karp_algorithm
Consumption of resources that is indirectly required to achieve a goal
whereas the fundamental running time of an algorithm does not. This should be contrasted with algorithmic efficiency, which takes into account all kinds of
Overhead_(computing)
Form of inter-process communication in computer systems
inter-process communications, as signals are notable for their algorithmic efficiency. Signals are similar to interrupts, the difference being that interrupts
Signal_(IPC)
Method to find shortest paths
Edmonds, J.; Karp, Richard M. (1972), "Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems", Journal of the ACM, 19 (2): 248–264
Johnson's_algorithm
Means of improving the efficiency of TCP/IP networks
Nagle's algorithm is a means of improving the efficiency of TCP/IP networks by reducing the number of packets that need to be sent over the network. It
Nagle's_algorithm
Amount of useful work accomplished by a computer
balance between brainiac techniques and speedracer techniques. Algorithmic efficiency Compute (machine learning) Computer performance by orders of magnitude
Computer_performance
Mathematical optimization problem
Edmonds & Richard M. Karp (1972). "Theoretical improvements in algorithmic efficiency for network flow problems". Journal of the ACM. 19 (2): 248–264
Minimum-cost_flow_problem
Component whose failure will disrupt the entire system
sections of code perform as fast as possible to improve overall algorithmic efficiency. A vulnerability or security exploit in just one component can compromise
Single_point_of_failure
American mathematician
identification of polynomial-time computability with the intuitive notion of algorithmic efficiency, and, most notably, contributions to the theory of NP-completeness
Richard_M._Karp
Programming statement for branching control based on a value
of this construct which have survived through modern languages. Algorithmic efficiency Index mapping Guntheroth, Kurt (April 27, 2016). Optimized C++.
Switch_statement
Weakly optimal allocation of resources
addition to the context of efficiency in allocation, the concept of Pareto efficiency also arises in the context of efficiency in production vs. x-inefficiency:
Pareto_efficiency
Algorithm used for pathfinding and graph traversal
and pathfinding algorithm that is used in many fields of computer science due to its completeness, optimality, and optimal efficiency. Given a weighted
A*_search_algorithm
19th century proposed mechanical computer
automatic computer would kindle interest in the field now known as algorithmic efficiency, writing in his Passages from the Life of a Philosopher, "As soon
Analytical_engine
Use of empirical methods to study algorithms
improvements in algorithmic efficiency. American computer scientist Catherine McGeoch identifies two main branches of empirical algorithmics: the first (known
Empirical_algorithmics
Phenomenon in engineering
sections of code perform as fast as possible to improve overall algorithmic efficiency. In a communication network, sometimes a max-min fairness of the
Bottleneck_(engineering)
Overview of and topical guide to algorithms
Latinized name is associated with the word algorithm Algorithmic logic — logic-based study of programs and algorithms Computability theory — study of what can
Outline_of_algorithms
the 1970s and algorithmic management is becoming increasingly widespread across a wide range of industries. The concept of algorithmic management can
Algorithmic_management
Study of resources used by an algorithm
implementations of the same algorithm may differ in efficiency. However the efficiencies of any two "reasonable" implementations of a given algorithm are related by
Analysis_of_algorithms
Measuring the time or resources used by a section of a computer program
running the unmodified program under an instruction set simulator. Algorithmic efficiency Benchmark – Standardized performance evaluation Java performance –
Profiling (computer programming)
Profiling_(computer_programming)
Particular way of storing and organizing data in a computer
structure almost always has a greater impact on efficiency than the choice of algorithm, as the algorithm is often self-evident. Data structures are used
Data_structure
Overview of and topical guide to computer programming
of algorithms Empirical algorithmics Big O notation Algorithmic efficiency Algorithmic information theory Algorithmic probability Algorithmically random
Outline of computer programming
Outline_of_computer_programming
Type of randomized algorithm
Carlo algorithm is a randomized algorithm whose output may be incorrect with a certain (typically small) probability. Two examples of such algorithms are
Monte_Carlo_algorithm
Algorithm trading more space for lower time
as time–memory trade-off or the algorithmic space-time continuum) in computer science is a trade-off where an algorithm or program increased space usage
Space–time_tradeoff
Framework for analyzing machine learning algorithms
Synonyms include formal learning theory and algorithmic inductive inference[citation needed]. Algorithmic learning theory is different from statistical
Algorithmic_learning_theory
Subfield of information theory and computer science
and the relations between them: algorithmic complexity, algorithmic randomness, and algorithmic probability. Algorithmic information theory principally
Algorithmic information theory
Algorithmic_information_theory
Topics referred to by the same term
used by the algorithm Efficiency (economics), a situation in which nothing can be improved without something else being hurt Efficiency (fair division)
Efficiency_(disambiguation)
List of concepts in artificial intelligence
resource usage, and the efficiency of an algorithm can be measured based on usage of different resources. Algorithmic efficiency can be thought of as analogous
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Algorithm for virtual memory implementation
problem has also been done in the field of online algorithms. Efficiency of randomized online algorithms for the paging problem is measured using amortized
Page_replacement_algorithm
French mathematician (1795–1870)
de la chaleur (Mallet-Bachelier) Lamé’s Theorem Euclidean algorithm (Algorithmic efficiency) Lamé crater Piet Hein Julius Plücker Helmholtz equation Proof
Gabriel_Lamé
Computer system simulating intelligence
science, computational intelligence (CI) refers to concepts, paradigms, algorithms and implementations of systems that are designed to show "intelligent"
Computational_intelligence
Competitive algorithm for searching a problem space
Gaussian distributions. The efficiency of NA relies on information theory and a certain theorem of efficiency. Its efficiency is defined as information
Genetic_algorithm
Algorithm in game theory
combinatorial multi-player games. The algorithm is particularly valuable in computer game AI where computational efficiency is crucial and the simplified opponent
Paranoid_algorithm
US government agency
The Department of Government Efficiency (DOGE) is an initiative by the second Trump administration in the United States. It was first suggested to Donald
Department of Government Efficiency
Department_of_Government_Efficiency
Recursively-formed graph with two terminal vertices
graphs (GSP-graphs) are an extension of the SP-graphs with the same algorithmic efficiency for the mentioned problems. The class of GSP-graphs include the
Series–parallel_graph
ISBN 978-0-19-162080-5. A. P. Ershov, Donald Ervin Knuth, ed. (1981). Algorithms in modern mathematics and computer science: proceedings, Urgench, Uzbek
List of pioneers in computer science
List_of_pioneers_in_computer_science
Fast Fourier Transform algorithm
prime-factor algorithm can be exploited for greater efficiency in separating out relatively prime factors. The algorithm, along with its recursive application, was
Cooley–Tukey_FFT_algorithm
Topics referred to by the same term
Computing performance can mean: Algorithmic efficiency (software) Computer performance (hardware) This disambiguation page lists articles associated with
Computing_performance
Topics referred to by the same term
Coding efficiency may refer to: Data compression efficiency Algorithmic efficiency Efficient coding hypothesis Efficiency (disambiguation) Coding (disambiguation)
Coding_efficiency
Computer algorithm
The buddy memory allocation technique is a memory allocation algorithm that divides memory into partitions to try to satisfy a memory request as suitably
Buddy_memory_allocation
cryptography. The algorithm is an extension of Schoof's algorithm by Noam Elkies and A. O. L. Atkin to significantly improve its efficiency (under heuristic
Schoof–Elkies–Atkin_algorithm
Computer program with low system resource usage
should avoid software bloat and code bloat and try to find the best algorithm efficiency. While all software development generally tries to avoid excessive
Lightweight_software
identification of polynomial-time computability with the intuitive notion of algorithmic efficiency, and, most notably, contributions to the theory of NP-completeness
List of University of California, Berkeley faculty
List_of_University_of_California,_Berkeley_faculty
Computational problem in graph theory
Jack; Karp, Richard M. (April 1972). "Theoretical improvements in algorithmic efficiency for network flow problems". Journal of the ACM. 19 (2): 248–264
Maximum_flow_problem
Subset of artificial intelligence
paradigms: the data model and the algorithmic model, wherein "algorithmic model" means more or less the machine learning algorithms like Random forest.[clarification
Machine_learning
Compiler that optimizes generated code
chain analysis Live-variable analysis Available expression analysis Algorithmic efficiency Compile-time function execution Full-employment theorem Just-in-time
Optimizing_compiler
Classification of algorithm
A galactic algorithm is an algorithm with record-breaking theoretical (asymptotic) performance, but which is not used due to practical constraints. Typical
Galactic_algorithm
Approximate nearest neighbor search algorithm
Hierarchical navigable small world (HNSW) is an algorithm for approximate nearest neighbor search. It is used to find items that are similar to a query
Hierarchical navigable small world
Hierarchical_navigable_small_world
Aspect of computational complexity theory
can determine whether algorithms for solving the problem are optimal and we can make statements about an algorithm's efficiency. The set of all of the
Computational_resource
Procedure for finding a stable matching
unmatched. A stable matching always exists, and the algorithmic problem solved by the Gale–Shapley algorithm is to find one. The stable matching problem has
Gale–Shapley_algorithm
Algorithm for finding sub-text location(s) inside a given sentence in Big O(n) time
In computer science, the Knuth–Morris–Pratt algorithm (or KMP algorithm) is a string-searching algorithm that searches for occurrences of a "word" W within
Knuth–Morris–Pratt_algorithm
Book on computer programming, used as textbook for algorithms courses
descriptions focus on the aspects of the algorithm itself, its mathematical properties, and emphasize efficiency. The first edition of the textbook did
Introduction_to_Algorithms
generally by a factor of two. This algorithm has proven to be extremely effective in balancing performance and efficiency in networks with high packet loss
Karn's_algorithm
Video compression format, succeeds H.264/MPEG-4 AVC
High Efficiency Video Coding (HEVC), also known as H.265 and MPEG-H Part 2, is a patent-encumbered video compression standard designed as part of the MPEG-H
High_Efficiency_Video_Coding
Length in a vector space
example, different norms can lead to different fits and different algorithm efficiencies. All seminorms on a vector space X {\displaystyle X} can be classified
Norm_(mathematics)
String searching algorithm
that have to be made, which is the key to the efficiency of the algorithm. More formally, the algorithm begins at alignment k = m {\displaystyle k=m}
Boyer–Moore string-search algorithm
Boyer–Moore_string-search_algorithm
Solution concept in cooperative game theory
allocation rule that satisfies both (component) efficiency and fairness. Some authors also impose an efficiency condition into the definition, and require
Myerson_value
Branch of game theory about two-player sequential games with perfect information
Demaine, Erik D.; Hearn, Robert A. (2009). "Playing games with algorithms: algorithmic combinatorial game theory". In Albert, Michael H.; Nowakowski,
Combinatorial_game_theory
Measure of algorithmic complexity
known as algorithmic complexity, Solomonoff–Kolmogorov–Chaitin complexity, program-size complexity, descriptive complexity, or algorithmic entropy. It
Kolmogorov_complexity
Phase transition in machine learning
January 2022 paper "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets". It is derived from the word grok coined by Robert Heinlein
Grokking_(machine_learning)
Use of functions that call themselves
iteration, recursion is generally less efficient, and, for certain problems, algorithmic or compiler-optimization techniques such as tail call optimization may
Recursion_(computer_science)
Technique in digital signal processing
the algorithm, the FIR filter stage must be evaluated once using the final two outputs from the IIR filter stage, while for computational efficiency the
Goertzel_algorithm
Game whose outcome can be correctly predicted
need not actually determine any details of the perfect play. Provide one algorithm for each of the two players, such that the player using it can achieve
Solved_game
Mathematical construct in computer algebra
algorithm. The implementation techniques and algorithmic variants are not always documented, although they may have a dramatic effect on efficiency.
Gröbner_basis
Clustering and community detection algorithm
The Leiden algorithm is a community detection algorithm developed by Traag et al at Leiden University. It was developed as a modification of the Louvain
Leiden_algorithm
gap between algorithmics theory and practical applications of algorithms in software engineering. It is a general methodology for algorithmic research.
Algorithm_engineering
Class of computational fluid dynamics methods
interconnection network). It enables complex physics and sophisticated algorithms. Efficiency leads to a qualitatively new level of understanding since it allows
Lattice_Boltzmann_methods
Game illustrating paradox in rational choice theory
ignorance Rational irrationality Sperner's lemma Zermelo's theorem Subfields Algorithmic game theory Behavioral game theory Behavioral strategy Compositional
Dollar_auction
Gradient boosting machine learning library
XGBoost gained much popularity and attention in the mid-2010s as the algorithm of choice for many winning teams of machine learning competitions. XGBoost
XGBoost
Method in speedcubing
Layer) (493 algorithms) and COLL (corners of the last layer) (42 algorithms) that can be learned in addition to CFOP to improve solving efficiency even further
CFOP_method
Statistical technique for producing prediction sets
Italy and Sweden. Published books on Conformal Prediction includes Algorithmic Learning in a Random World, Conformal Prediction for Reliable Machine
Conformal_prediction
String-searching algorithm
incremental version of the algorithm in which the search string set can be incrementally extended during the search, retaining the algorithmic complexity of the
Aho–Corasick_algorithm
Algorithm whose behavior and output may depend on the run
problem encapsulates this conjectured greater efficiency available to nondeterministic algorithms. Algorithms of this sort are used to define complexity
Nondeterministic_algorithm
Study of computation
the systematic study of algorithmic processes that describe and transform information, their theory, analysis, design, efficiency, implementation, and application
Computer_science
Software library for the C++ programming language
of generic algorithms and data structures for C++, with four ideas in mind: generic programming, abstractness without loss of efficiency, the Von Neumann
Standard_Template_Library
Lossless data compression algorithms
LZ77 and LZ78 are the two lossless data compression algorithms published in papers by Abraham Lempel and Jacob Ziv in 1977 and 1978. They are also known
LZ77_and_LZ78
Problem in process of sharing surplus
bargaining problem that satisfies the axioms of scale invariance, symmetry, efficiency, and independence of irrelevant alternatives. According to Paul Walker
Cooperative_bargaining
Vector quantization algorithm minimizing the sum of squared deviations
and statistical classification due to its simplicity and computational efficiency. It was later adopted in early machine learning and data analysis tasks
K-means_clustering
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
Girl/Female
Tamil
Dakshhtha | தகà¯à®·à®¾à®¹à®¤à®¾
Efficiency, Care
Dakshhtha | தகà¯à®·à®¾à®¹à®¤à®¾
Girl/Female
Indian
Efficiency, Care
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
Boy/Male
Indian, Sanskrit
Wolf
Boy/Male
Hindu, Indian, Sanskrit, Telugu
Able; Talented
Girl/Female
Tamil
Alpita | அலà¯à®ªà®¿à®¤à®¾
Wishes
Boy/Male
Hindu, Indian, Marathi, Punjabi, Sikh
Fame
Girl/Female
Muslim
Happiness
Boy/Male
American, Australian, Hebrew
Son of the Right Hand
Girl/Female
Hindu
Name of a firing God
Boy/Male
Indian, Punjabi, Sikh
Absorbed in the Love of God
Girl/Female
Arabic, Muslim
Hearing Good News
Boy/Male
Shakespearean
Much Ado About Nothing' Follower of Don John.
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
ALGORITHMIC EFFICIENCY
n.
The efficiency of an engine, especially a steam pumping engine, as measured by work done by a certain quantity of fuel; usually, the number of pounds of water lifted one foot by one bushel of coal (94 lbs. old standard), or by 1 cwt. (112 lbs., England, or 100 lbs., United States).
a.
Small in force or efficiency; not strong; weak; slight; inconsiderable; as, little attention or exertion;little effort; little care or diligence.
n.
Power to produce results; efficiency; force; importance; account; as, to speak with effect.
n.
A remedy which has an action similar to that of another remedy, and hence increases the efficiency of that remedy when combined with it.
n.
A quantity or coefficient, or constant, which expresses the measure of some specified force, property, or quality, as of elasticity, strength, efficiency, etc.; a parameter.
v. t.
To corrupt or undermine in morals; to destroy or lessen the effect of moral principles on; to render corrupt or untrustworthy in morals, in discipline, in courage, spirit, etc.; to weaken in spirit or efficiency.
v. t.
Power of action; agency; efficiency.
v. t.
To furnish with strength for action; to prepare for efficiency; to fortify.
v. t.
To hinder from acting or moving; to prevent the effect or efficiency of; to cause to cease; to repress; to restrain; to suppress; to interrupt; to suspend; as, to stop the execution of a decree, the progress of vice, the approaches of old age or infirmity.
superl.
Wanting force, vigor, or efficiency in action or expression; not full, loud, bright, strong, rapid, etc.; faint; as, a feeble color; feeble motion.
a.
Possessed of, or characterized by, expedition, or efficiency and rapidity in action; performed with, or acting with, expedition; quick; having celerity; speedily; as, an expeditious march or messenger.
n.
Alt. of Algorithm
n.
Alt. of Efficiency
n.
The ratio of useful work to energy expended.
v. t.
to overthrow; to demolish; to destroy; to deprive of efficiency; to ruin; as, to prostrate a village; to prostrate a government; to prostrate law or justice.
n.
The quality of being efficient or producing an effect or effects; efficient power; effectual agency.
n.
The art of calculating with any species of notation; as, the algorithms of fractions, proportions, surds, etc.
v. i.
To have efficiency as an epispastic; to act as a sinapism; -- said of a blister, poultice, etc.
n.
The art of calculating by nine figures and zero.