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Estimate of time taken for running an algorithm
the time complexity is the computational complexity that describes the amount of computer time it takes to run an algorithm. Time complexity is commonly
Time_complexity
Academic journal
Complexity is a peer-reviewed open-access scientific journal covering the field of complex adaptive systems. The journal's scope includes Chaos theory
Complexity_(journal)
Index of articles associated with the same name
Particle Physics Journal of Physics Communications Journal of Physics: Complexity Journal of Physics: Condensed Matter (merger of Journal of Physics C: Solid
Journal_of_Physics
Feature of systems that defy description
Complexity characterizes the behavior of a system or model whose components interact in multiple ways and follow local rules, leading to non-linearity
Complexity
Branch of mathematical logic
Descriptive complexity is a branch of computational complexity theory and of finite model theory that characterizes complexity classes by the type of logic
Descriptive_complexity_theory
Application of complexity science to economics
Complexity economics, or economic complexity, is the application of complexity science to the problems of economics. It relaxes several common assumptions
Complexity_economics
Research psychometric
Integrative complexity is a research psychometric that refers to the degree to which thinking and reasoning involve the recognition and integration of
Integrative_complexity
Complexity of sending information in a distributed algorithm
In theoretical computer science, communication complexity studies the amount of communication required to solve a problem when the input to the problem
Communication_complexity
German sociologist (1927–1998)
encoding and decoding", in New Atlantis. Nature and Human Sciences and Complexity Journal, Year 28th – n° 2 – Jul/Dec. 2013, pp. 57–60, ISSN 2281-9495, ISBN 978-88-548-6611-9
Niklas_Luhmann
Project complexity is the property of a project which makes it difficult to understand, foresee, and keep under control its overall behavior, even when
Project_complexity
Measure of algorithmic complexity
theory (a subfield of computer science and mathematics), the Kolmogorov complexity of an object, such as a piece of text, is the length of a shortest computer
Kolmogorov_complexity
Complexity class
science, PPAD ("Polynomial Parity Arguments on Directed graphs") is a complexity class introduced by Christos Papadimitriou in 1994. PPAD is a subclass
PPAD_(complexity)
Measure of the structural complexity of a software program
Cyclomatic complexity is a software metric used to indicate the complexity of a program. It is a quantitative measure of the number of linearly independent
Cyclomatic_complexity
Conceptual framework
sociology, social complexity is a conceptual framework used in the analysis of society. In the sciences, contemporary definitions of complexity are found in
Social_complexity
Self-complexity is a person's perceived knowledge of themself, based upon the number of distinct cognitive structures, or self-aspects, they believe to
Self-complexity
Topics referred to by the same term
album Case Study 01 Complexity (journal) Computational complexity, of algorithms Computational complexity theory Game complexity, in combinatorial game
Complexity_(disambiguation)
Unproven computational hardness assumption
In computational complexity theory, the exponential time hypothesis or ETH is an unproven computational hardness assumption that was formulated by Impagliazzo
Exponential_time_hypothesis
Conversion calculation in petroluem refinery
The Nelson complexity index (NCI) is a measure to compare the secondary conversion capacity of a petroleum refinery with the primary distillation capacity
Nelson_complexity_index
Class in computational complexity theory
}{=}}{\mathsf {P}}} More unsolved problems in computer science In computational complexity theory, the class NC (for "Nick's Class") is the set of decision problems
NC_(complexity)
Notion in combinatorial game theory
Combinatorial game theory measures game complexity in several ways: State-space complexity (the number of legal game positions from the initial position)
Game_complexity
Inherent difficulty of computational problems
In theoretical computer science and mathematics, computational complexity theory focuses on classifying computational problems according to their resource
Computational complexity theory
Computational_complexity_theory
Concept in psychology
Bieri in 1955 with Cognitive complexity-simplicity and predictive behavior which was published that year in The Journal of Abnormal and Social Psychology
Cognitive_complexity
In computational complexity theory, SL (Symmetric Logspace or Sym-L) is the complexity class of problems log-space reducible to USTCON (undirected s-t
SL_(complexity)
Computational complexity of quantum algorithms
Quantum complexity theory is the subfield of computational complexity theory that deals with complexity classes defined using quantum computers, a computational
Quantum_complexity_theory
System composed of many interacting components
David (2018-03-01). "Using Complexity and Network Concepts to Inform Healthcare Knowledge Translation". International Journal of Health Policy and Management
Complex_system
Algorithmic runtime requirements for common math procedures
the computational complexity of various algorithms for common mathematical operations. Here, complexity refers to the time complexity of performing computations
Computational complexity of mathematical operations
Computational_complexity_of_mathematical_operations
Computer memory needed by an algorithm
The space complexity of an algorithm or a data structure is the amount of memory space required to solve an instance of the computational problem as a
Space_complexity
Field in logic and theoretical computer science
science, and specifically proof theory and computational complexity theory, proof complexity is the field aiming to understand and analyse the computational
Proof_complexity
Measure of complexity of real-valued functions
learning theory (machine learning and theory of computation), Rademacher complexity, named after Hans Rademacher, measures richness of a class of sets with
Rademacher_complexity
science, and specifically computational complexity theory and circuit complexity, TC (Threshold Circuit) is a complexity class of decision problems that can
TC_(complexity)
Subfield of computer science and mathematics
Computational Complexity Journal of Complexity ACM Transactions on Algorithms Information Processing Letters Open Computer Science (open access journal) Annual
Theoretical_computer_science
Mathematic definition
In convex geometry and polyhedral combinatorics, the extension complexity of a convex polytope P {\displaystyle P} is the smallest number of facets among
Extension_complexity
Model of computational complexity
In theoretical computer science, circuit complexity is a branch of computational complexity theory in which Boolean functions are classified according
Circuit_complexity
Academic journal
Ecological Complexity is a quarterly peer-reviewed scientific journal covering the field of biocomplexity in the environment and theoretical ecology with
Ecological_Complexity
Application of complexity theory to strategy
Complexity theory and organizations, also called complexity strategy or complex adaptive organizations, is the use of the study of complexity systems
Complexity theory and organizations
Complexity_theory_and_organizations
Computational complexity class
polynomial time", SIAM Journal on Computing, 1 (4): 281–287, doi:10.1137/0201019. Book, R. (1974), "Comparing complexity classes", Journal of Computer and System
E_(complexity)
Class of problems in computer science
In complexity theory, PP, or PPT is the class of decision problems solvable by a probabilistic Turing machine in polynomial time, with an error probability
PP_(complexity)
academic journals published by MDPI. As of September 2022, MDPI publishes 399 peer-reviewed academic journals and nine conference journals. Contents
List of MDPI academic journals
List_of_MDPI_academic_journals
Russian mathematician (born 1954)
of the Journal Computational Complexity, Journal of Applicable Algebra in Engineering, Communications and Computations and Groups, Complexity, Cryptology
Dima_Grigoriev
Book by Robert Venturi
Complexity and Contradiction in Architecture is a book by the American architect Robert Venturi. It was first published in 1966 by Museum of Modern Art
Complexity and Contradiction in Architecture
Complexity_and_Contradiction_in_Architecture
Complexity class (logarithmic space)
In computational complexity theory, L (also known as LSPACE, LOGSPACE or DLOGSPACE) is the complexity class containing decision problems that can be solved
L_(complexity)
Complexity class
In computational complexity theory, the complexity class FNP is the function problem extension of the decision problem class NP. The name is somewhat
FNP_(complexity)
(Randomized Logarithmic-space Polynomial-time), is the complexity class of computational complexity theory problems solvable in logarithmic space and polynomial
RL_(complexity)
Argument by proponents of intelligent design
Irreducible complexity (IC) is the argument that certain biological systems with multiple interacting parts would not function if one of the parts were
Irreducible_complexity
Task of computing complete subgraphs
Ge (2006), "Strong computational lower bounds via parameterized complexity", Journal of Computer and System Sciences, 72 (8): 1346–1367, doi:10.1016/j
Clique_problem
Information-based complexity (IBC) studies optimal algorithms and computational complexity for the continuous problems that arise in physical science,
Information-based_complexity
Class of problems solvable in polynomial time
In computational complexity theory, P, also known as PTIME or DTIME(nO(1)), is a fundamental complexity class. It contains all decision problems that can
P_(complexity)
Algorithm characteristic in computations
In computational complexity theory, the average-case complexity of an algorithm is the amount of some computational resource (typically time) used by the
Average-case_complexity
Concept in computational complexity theory
In computational complexity theory, BPL (Bounded-error Probabilistic Logarithmic-space), sometimes called BPLP (Bounded-error Probabilistic Logarithmic-space
BPL_(complexity)
Unsolved problem in computer science
in n". Journal of Combinatorial Theory. Series A. 31 (2): 199–214. doi:10.1016/0097-3165(81)90016-9. Eppstein, David. "Computational Complexity of Games
P_versus_NP_problem
Conjecture in quantum gravity
In quantum gravity and quantum complexity theory, the complexity equals action duality (CA-duality) is the conjecture that the gravitational action of
CA-duality
Concept in computer science
In computational complexity theory, a branch of computer science, bounded-error probabilistic polynomial time (BPP) is the class of decision problems solvable
BPP_(complexity)
Classification of computer problems
Geometric complexity theory (GCT), is a research program in computational complexity theory proposed by Ketan Mulmuley and Milind Sohoni. The goal of the
Geometric_complexity_theory
Branch of computational complexity theory
In computer science, parameterized complexity is a branch of computational complexity theory that focuses on classifying computational problems according
Parameterized_complexity
Forecasting complexity is a measure of complexity put forward (under the original name of) by the physicist Peter Grassberger. It was later renamed "statistical
Forecasting_complexity
Attribute of machine learning models
The sample complexity of a machine learning algorithm represents the number of training-samples that it needs in order to successfully learn a target function
Sample_complexity
Implicit computational complexity (ICC) is a subfield of computational complexity theory that characterizes programs by constraints on the way in which
Implicit computational complexity
Implicit_computational_complexity
In computational complexity theory, a language B (or a complexity class B) is said to be low for a complexity class A (with some reasonable relativized
Low_(complexity)
In computational complexity theory, SP 2 is a complexity class, intermediate between the first and second levels of the polynomial hierarchy. A language
S2P_(complexity)
French computer scientist (born 1955)
"A minimum spanning tree algorithm with inverse-Ackermann type complexity", Journal of the Association for Computing Machinery, 47 (6): 1028–47, doi:10
Bernard_Chazelle
French philosopher and sociologist (1921–2026)
of the theory of information who has been recognised for his work on complexity and Complex Thought, and for his scholarly contributions to such diverse
Edgar_Morin
Music genre
New Complexity is a composition school in 20th-century classical music where composers seek a "complex, multi-layered interplay of evolutionary processes
New_Complexity
American computer scientist
Information-Based Complexity, Academic Press, 1988. In 1985 Traub became founding Editor-in-Chief of the Journal of Complexity. This was probably the first journal which
Joseph_F._Traub
Concept in topology
In mathematics, topological complexity of a topological space X (also denoted by TC(X)) is a topological invariant closely connected to the motion planning
Topological_complexity
Complexity class
In computational complexity theory, the complexity class PPP (polynomial pigeonhole principle) is a subclass of TFNP. It is the class of search problems
PPP_(complexity)
Algorithm that employs a degree of randomness as part of its logic or procedure
Carlo algorithms are considered, and several complexity classes are studied. The most basic randomized complexity class is RP, which is the class of decision
Randomized_algorithm
1969 book by Herbert A. Simon
History in Simon's "Architecture of Complexity" - Review of Herbert A. Simon, The Sciences of the Artificial". The Journal of the Learning Sciences. 12 (3):
The Sciences of the Artificial
The_Sciences_of_the_Artificial
2011 book by Robert Axelrod
The Complexity of Cooperation, by Robert Axelrod, is the sequel to The Evolution of Cooperation. It is a compendium of seven articles that previously appeared
The_Complexity_of_Cooperation
Framework for scoring a behavior's complexity
The model of hierarchical complexity (MHC) is a framework for scoring how complex a behavior is, such as verbal reasoning or other cognitive tasks. It
Model of hierarchical complexity
Model_of_hierarchical_complexity
Overview of and topical guide to combinatorics
Series A Journal of Combinatorial Theory, Series B Journal of Complexity Journal of Cryptology Journal of Graph Algorithms and Applications Journal of Graph
Outline_of_combinatorics
Concept in sociological theory
entrepreneurship: Creating value in the context of institutional complexity". Journal of Business Research. 86: 245–258. doi:10.1016/j.jbusres.2017.10
Institutional_logic
In complexity theory, UP (unambiguous non-deterministic polynomial-time) is the complexity class of decision problems solvable in polynomial time on an
UP_(complexity)
German mathematician and computer scientist
Springer) journal Computational Complexity. A symposium at B-IT in 2010 was held in honor of his 60th birthday, and a special issue of the Journal of Symbolic
Joachim_von_zur_Gathen
Complexity class
In computational complexity theory, PPA is a complexity class, standing for "Polynomial Parity Argument" (on a graph). Introduced by Christos Papadimitriou
PPA_(complexity)
Numerical measure of program structure
better known for introducing cyclomatic complexity. McCabe defined essential complexity as the cyclomatic complexity of the reduced CFG (control-flow graph)
Essential_complexity
Creationist argument by William Dembski
Specified complexity is a creationist intelligent design argument introduced by William Dembski. According to Dembski, the concept can formalize a property
Specified_complexity
Algorithmic runtime requirements for matrix multiplication
in computer science In theoretical computer science, the computational complexity of matrix multiplication dictates how quickly the operation of matrix
Computational complexity of matrix multiplication
Computational_complexity_of_matrix_multiplication
Award for advancements in discrete mathematics
Thomas (2017). "The matching polytope has exponential extension complexity". Journal of the ACM. 64 (6): A41:1–A41:19. arXiv:1311.2369. doi:10.1145/3127497
Fulkerson_Prize
Tendency to give more importance to negative experiences than positive ones
Tony; Bieri, James (1967). "Affective stimulus value and cognitive complexity". Journal of Personality and Social Psychology. 5 (4): 444–448. doi:10.1037/h0024406
Negativity_bias
Complexity Analyzer (L2SCA) developed by Xiaofei Lu at the Pennsylvania State University, is a computational tool which produces syntactic complexity
L2 Syntactic Complexity Analyzer
L2_Syntactic_Complexity_Analyzer
Complexity class
In computational complexity theory, Polynomial Local Search (PLS) is a complexity class that models the difficulty of finding a locally optimal solution
PLS_(complexity)
In computational complexity theory, CC (Comparator Circuits) is the complexity class containing decision problems which can be solved by comparator circuits
CC_(complexity)
Information retrieval using cryptography
"Quantum Private Information Retrieval has Linear Communication Complexity". Journal of Cryptology. 28: 161–175. arXiv:1304.5490. doi:10.1007/s00145-014-9180-2
Private_information_retrieval
Closure of nondeterministic space under complementation
In computational complexity theory, the Immerman–Szelepcsényi theorem states that nondeterministic space complexity classes are closed under complementation
Immerman–Szelepcsényi_theorem
Computer science award
"Arthur-Merlin games: a randomized proof system, and a hierarchy of complexity class" (PDF), Journal of Computer and System Sciences, 36 (2): 254–276, doi:10
Gödel_Prize
Matroid with graph forests as independent sets
"A minimum spanning tree algorithm with inverse-Ackermann type complexity", Journal of the Association for Computing Machinery, 47 (6): 1028–1047, doi:10
Graphic_matroid
Stereotype
stereotypes and information-processing strategies: The impact of task complexity". Journal of Personality and Social Psychology. 52 (5): 871–880. doi:10.1037/0022-3514
Physical attractiveness stereotype
Physical_attractiveness_stereotype
Series of neuropsychological tests
"Procedural Learning in Specific Language Impairment: Effects of Sequence Complexity". Journal of the International Neuropsychological Society. 19 (3): 264–271
NEPSY
Length of expression as combination of 1s
In number theory, the complexity of an integer is the smallest number of ones that can be used to represent it using ones and any number of additions,
Integer_complexity
Complexity of communication
measures the structure and complexity of human communication in a language. Lexical density estimates the linguistic complexity in a written or spoken composition
Lexical_density
System whose behavior is not automatically predictable from its parts
H (2006). "Studying Complex Adaptive Systems" (PDF). Journal of Systems Science and Complexity. 19 (1): 1–8. doi:10.1007/s11424-006-0001-z. hdl:2027
Complex_adaptive_system
ACC, is a class of computational models and problems defined in circuit complexity, a field of theoretical computer science. The class is defined by augmenting
ACC0
Dutch sociologist, consultant and academic
Editor-in-Chief of the International Scientific Journal of Methods and Models of Complexity journal. Van Dijkum's research interests are in the field
Cor_van_Dijkum
Least-weight tree connecting graph vertices
"A minimum spanning tree algorithm with inverse-Ackermann type complexity", Journal of the Association for Computing Machinery, 47 (6): 1028–1047, doi:10
Minimum_spanning_tree
Calculations of the game complexity of Go
Polynomial-Space Hard" (PDF). Journal of the ACM. 27 (2): 393–401. doi:10.1145/322186.322201. S2CID 29498352. Robson, John (1983). "The complexity of Go". Proceedings
Go_and_mathematics
An algorithmic complexity attack (ACA) is a form of attack in which an attacker sends a pattern of requests to a computer system that triggers the worst-case
Algorithmic_complexity_attack
Type of computer science algorithm
that space complexity also has varied choices in whether or not to count the index lengths as part of the space used. Often, the space complexity is given
In-place_algorithm
Fish that can generate electric fields
Stoddard, P. K. (2002). "The evolutionary origins of electric signal complexity". Journal of Physiology - Paris. 96 (5–6): 485–491. doi:10.1016/S0928-4257(03)00004-4
Electric_fish
complexity class contained in PP defined via GapP functions. The class often arises in the context of quantum computing. AWPP contains the complexity
AWPP
Discrete Fourier transform algorithm
Jacques (1973). "Note on a lower bound of the linear complexity of the fast Fourier transform". Journal of the ACM. 20 (2): 305–306. doi:10.1145/321752.321761
Fast_Fourier_transform
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
Girl/Female
Arabic, Muslim
Fair Complexion; Wife of the Prophet PBUH
Girl/Female
Hindu, Indian
Girl with a Golden Complexion
Girl/Female
Muslim
Form, Figure, Complexion
Girl/Female
Arabic, Muslim
Of Reddish Complexion
Girl/Female
Bengali, Hebrew, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
One of Complexion of Red Lotus
Boy/Male
Australian, Irish
Small with Dark Hair or Complexion
Boy/Male
Australian, British, English, Irish, Welsh
Fair; White; Friend; Complexion; Handsome
Boy/Male
Hindu, Indian
One with Pale White Complexion
Girl/Female
Hindu
A woman having a white complexion
Boy/Male
Indian, Nigerian, Sanskrit
Young Ruler; Black Complexion
Girl/Female
Arabic, Australian, Indian, Muslim
Form; Figure; Complexion
Boy/Male
Hindu, Indian, Traditional
Krishna with a Golden Complexion
Girl/Female
Tamil
One of complexion of red lotus
Boy/Male
African, Hindu, Indian, Swahili
Building; Strength; One with Reddish Complexion
Boy/Male
Muslim
Of reddish hair or complexion.
Boy/Male
Hindu, Indian
One Having a Soft Complexion
Boy/Male
American, Australian, British, Chinese, Christian, English, Scottish, Swedish
A Ruddy Complexion; Red Haired; Surname
Boy/Male
Muslim
Of reddish hair, Complexion (1)
Boy/Male
Hindu, Indian, Kannada, Telugu
One who has a Moon Like Complexion
Girl/Female
Tamil
A woman having a white complexion
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
Girl/Female
Assamese, Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Goddess Durga
Boy/Male
British, English
Born with Teeth
Male
Dutch
, rapid-moving; or, whip.
Girl/Female
British, English
Benevolent; Cheery
Boy/Male
Arabic, Muslim
Servant of the All Hearing
Male
Polish
Polish form of Greek Andreas, ANDRZEJ means "man; warrior." In use by the Romani.
Biblical
wiping away; breaking; fearing; smiting
Girl/Female
Indian, Telugu
Happy
Boy/Male
Hindu, Indian
Owing to God
Boy/Male
Muslim
Flourishing
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
COMPLEXITY JOURNAL
pl.
of Complexity
adv.
In a complex manner; not simply.
n.
The color or hue of the skin, esp. of the face.
n.
Complexity.
a.
Having a sickly complexion; pale.
n.
Complexion; aspect; appearance.
n.
The state of being complex; complexity.
n.
The general appearance or aspect; as, the complexion of the sky; the complexion of the news.
n.
Complexion; color; hue; likeness; form.
n.
A combination; a complex.
n.
That which is complex; intricacy; complication.
n.
The state of being complex; intricacy; entanglement.
n.
A liquid cosmetic for the complexion.
n.
The state of being complex; complexity.
pl.
of Complicity
n.
One who has a sickly, pale complexion.
n.
The bodily constitution; the temperament; habitude, or natural disposition; character; nature.
n.
The state of being an accomplice; participation in guilt.
a.
Of or pertaining to constitutional complexion.
n.
Redness; complexion.