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Algorithm exhibiting emergent behavior
An emergent algorithm is an algorithm that exhibits emergent behavior. In essence an emergent algorithm implements a set of simple building block behaviors
Emergent_algorithm
Unpredictable phenomenon in complex systems
Emergent algorithm – Algorithm exhibiting emergent behavior Emergent evolution – Evolutionary biology Emergent gameplay – Aspect of gameplay Emergent
Emergence
Embarrassingly parallel problem Emergent algorithm Evolutionary algorithm Fast Fourier transform Genetic algorithm Graph exploration algorithm Heuristic Hill climbing
List of algorithm general topics
List_of_algorithm_general_topics
Competitive algorithm for searching a problem space
quality measure ("fitness"). The governing principle behind this algorithm is that of emergent improvement through selectively removing low-quality components
Genetic_algorithm
Technological phenomenon with social implications
an algorithm. These emergent fields focus on tools which are typically applied to the (training) data used by the program rather than the algorithm's internal
Algorithmic_bias
Subset of artificial intelligence
intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform
Machine_learning
Type of machine learning model
the slope of the line changes abruptly, and where larger models acquire "emergent abilities". They arise from the complex interaction of the model's components
Large_language_model
Algorithm
the recirculation algorithm, and approximates Almeida–Pineda recurrent backpropagation. It is used as part of the Leabra algorithm for error-driven learning
GeneRec
contributes to neural network designs and models, including emergent. It is the default algorithm in emergent (successor of PDP++) when making a new project, and
Leabra
Type of large language model
before generating an output. During the 2010s, improved machine learning algorithms, more powerful computers, and an increase in the amount of digitized material
Generative pre-trained transformer
Generative_pre-trained_transformer
Overview of and topical guide to machine learning
involves the study and construction of algorithms that can learn from and make predictions on data. These algorithms operate by building a model from a training
Outline_of_machine_learning
Method of executing orders
Algorithmic trading is a method of executing orders using automated pre-programmed trading instructions accounting for variables such as time, price,
Algorithmic_trading
Artificial life algorithm
Boids is an artificial life algorithm, developed by Craig Reynolds in 1986, which simulates the flocking behaviour of birds, and related group motion
Boids
NP-hard problem in combinatorial optimization
problems. Thus, it is possible that the worst-case running time for any algorithm for the TSP increases superpolynomially (but no more than exponentially)
Travelling_salesman_problem
metaheuristics and swarm intelligence algorithms, sorted by decade of proposal. Simulated annealing is a probabilistic algorithm inspired by annealing, a heat
List of metaphor-based metaheuristics
List_of_metaphor-based_metaheuristics
E-learning - Electronic portfolio - Elkonin boxes - E-mentoring - Emergent algorithm - Employment counsellor - Encaenia - English village - Environmental
Index_of_education_articles
Hospital emergency triage process
Emergency Severity Index (ESI) is a five-level emergency department triage algorithm, initially developed in 1998 by emergency physicians Richard Wurez and
Emergency_Severity_Index
Conformance of AI to intended objectives
Learning with Algorithm Distillation" (PDF). ICLR. arXiv:2210.14215. jsteinhardt (February 20, 2023). "Emergent Deception and Emergent Optimization —
AI_alignment
Mathematical method of assigning a prior probability to a given observation
In algorithmic information theory, algorithmic probability, also known as Solomonoff probability, is a mathematical method of assigning a prior probability
Algorithmic_probability
Algorithm for searching a problem space
computer science and operations research, a memetic algorithm (MA) is an extension of an evolutionary algorithm (EA) that aims to accelerate the evolutionary
Memetic_algorithm
Structuring text as input to generative artificial intelligence
in-context learning. In-context learning is an emergent ability of large language models. It is an emergent property of model scale, meaning that breaks
Prompt_engineering
Automated recognition of patterns and regularities in data
PR capabilities but their primary function is to distinguish and create emergent patterns. PR has applications in statistical data analysis, signal processing
Pattern_recognition
Property of computational resources needed
for quantum computational advantage, but also for modeling aspects of emergent spacetime geometry. Gupta, Riddhi S.; Sundaresan, Neereja; Alexander, Thomas;
Magic_(quantum_information)
Art created by a set of rules, often using computers
refers to algorithmic art (algorithmically determined computer generated artwork) and synthetic media (general term for any algorithmically generated
Generative_art
Fictional character created by text-to-image models
Twitter thread, Swanson described the images of Loab as an unexpectedly emergent property of the software, saying they discovered them when asking the model
Loab
Swarming behaviour of birds when flying or foraging
for cover and protection from predators in animal behavior. This is an emergent behaviour governed by local rules that are followed by individuals and
Flocking
Software program
convolutional neural network to find and enhance patterns in images via algorithmic pareidolia, thus creating a dream-like appearance reminiscent of a psychedelic
DeepDream
Intelligence in machines
concept of storing a personality in digital form Emergent algorithm – Algorithm exhibiting emergent behavior Female gendering of AI technologies – Gender
Artificial_intelligence
Collective behavior of decentralized, self-organized systems
swarm robotics while swarm intelligence refers to the more general set of algorithms. Swarm prediction has been used in the context of forecasting problems
Swarm_intelligence
Prefrontal cortex basal ganglia working memory (PBWM) is an algorithm that models working memory in the prefrontal cortex and the basal ganglia. It can
Prefrontal cortex basal ganglia working memory
Prefrontal_cortex_basal_ganglia_working_memory
Collective behaviour of entities that swarm
entities. From the perspective of the mathematical modeller, it is an emergent behaviour arising from simple rules that are followed by individuals and
Swarm_behaviour
Reverse-engineering neural networks
internal workings of neural networks by analyzing their concrete structures, algorithms and circuits. This approach seeks to analyze neural networks in a manner
Mechanistic_interpretability
Tool for simulating cellular automata
Rokicki; it can be scripted using Lua or Python. It includes a hashlife algorithm that can simulate the behavior of very large structured or repetitive
Golly_(program)
System of multiple interacting agents
Intelligence may include methodic, functional, procedural approaches, algorithmic search or reinforcement learning. With advancements in large language
Multi-agent_system
Solving problems using biological models
problem-solving abilities, a phenomenon known as emergent behavior. In 2009, Azimi et al. developed the ant colony algorithm, a clustering method that can determine
Bio-inspired_computing
intelligence (AGI). The term game AI is used to refer to a broad set of algorithms that also include techniques from control theory, robotics, computer graphics
Artificial intelligence in video games
Artificial_intelligence_in_video_games
2016 academic book by Frank Pasquale
The Black Box Society: The Secret Algorithms That Control Money and Information is a 2015 academic book authored by law professor Frank Pasquale that interrogates
The_Black_Box_Society
Decision-making process conducted with varying degrees of human oversight
Automated decision-making (ADM) is the use of data, machines and algorithms to make decisions in a range of contexts, including public administration,
Automated_decision-making
Type of stochastic recurrent neural network
intriguing because of the locality and Hebbian nature of their training algorithm (being trained by Hebb's rule), and because of their parallelism and the
Boltzmann_machine
Social media platform owned by Meta
number of "likes" or are deemed boring, but also as a way to limit the "emergent behavior" of deleting photos, which deprives the service of content. In
D. E.; Hajela, Prabhat (eds.). Emergent Computing Methods in Engineering Design: Applications of Genetic Algorithms and Neural Networks. NATO ASI series
Premature_convergence
Two-dimensional cellular automaton
programs often do not store cells as two-dimensional arrays, instead using algorithms such as Hashlife which represent patterns as a tree structure. The Game
Conway's_Game_of_Life
Sub-field of reinforcement learning
in single-agent reinforcement learning is concerned with finding the algorithm that gets the biggest number of points for one agent, research in multi-agent
Multi-agent reinforcement learning
Multi-agent_reinforcement_learning
Array of processing elements specialized for parallelizable workloads
spatial architectures can be designed or programmed to support different algorithms, each workload must then be mapped onto the processing elements using
Spatial_architecture
Method of analysis for systems of interacting components
Burgess, M. (2019). "A Promise Theoretic Account of the Boeing 737 Max MCAS Algorithm Affair". arXiv:2001.01543 [cs.OH]. Bergstra, J. A.; Burgess, M. (2020)
Promise_theory
decision-making rather than hands-on design work. In some design scenarios, algorithmically generated solutions can be adjusted to prioritize efficiency and cost-effectiveness
Artificial intelligence in architecture
Artificial_intelligence_in_architecture
Computational model used in machine learning
Knight. However, these early efforts did not lead to a working learning algorithm for hidden units, i.e., deep learning.[citation needed] The perceptron
Neural network (machine learning)
Neural_network_(machine_learning)
event-driven neural network simulator for large-scale spiking networks Emergent – cognitive modeling platform implementing neural networks Encog – machine
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Global system of connected computer networks
example the data transfer rates of connections, vary widely. It exhibits emergent phenomena that depend on its large-scale organization. PB per monthYear020
Internet
Type of software
simulators include the Stuttgart Neural Network Simulator (SNNS), and Emergent. In the study of biological neural networks however, simulation software
Neural_network_software
Futuristic concept of a global interconnected network
for autonomous "thinking" or reflection. This approach focuses on the emergent aspects of the evolution and development of complexity, including the spiritual
Global_brain
Common characteristics of all life
out of chemical reactions. This philosophical viewpoint, later called emergentism, rejected vitalism. It proposed instead that living matter is composed
Definition_of_life
Model of movement
collisions, and exhibit other human-like behavior. Many crowd steering algorithms have been developed to lead simulated crowds to their goals realistically
Crowd_simulation
Spore-forming organisms
from slime mould's point of view?". International Journal of Parallel, Emergent and Distributed Systems. 28 (3): 230–248. arXiv:1203.2851. doi:10.1080/17445760
Slime_mold
Interpretable computational sub-graphs within artificial neural networks
circuits, researchers can understand how models process information, exhibit emergent behaviors, and generate specific outputs. In neuroscience, a biological
Circuit_(neural_network)
Rewriting system and type of formal grammar
Applied Intelligent Systems, pages 514524. Springer, 2002. Ryohei Nakano. Emergent induction of deterministic context-free L-system grammar. In Innovations
L-system
Emergent abnormal pattern of breathing
Island (FL): StatPearls Publishing, PMID 29262235, retrieved 2024-10-30 "Algorithms". cpr.heart.org. Retrieved 2024-11-10. Nickson, Chris (2019-01-08). "Prognosis
Agonal_respiration
Micron- or nanoscale colloidal particles
faceting a sphere octahedrally. The faceting amount, α, is used in the emergent valence self-assembly to determine what crystal structure will form. A
Patchy_particles
Measure of required computing power
compute not only improve in the tasks they were trained on but can develop emergent abilities. Incremental improvements can lead to more abrupt leaps in capabilities
Compute_(machine_learning)
technical bias, and emergent bias. In natural language processing, problems can arise from the text corpus – the source material the algorithm uses to learn
Ethics of artificial intelligence
Ethics_of_artificial_intelligence
Music created through systems
some element of the composition is left to chance Algorithmic composition – Technique of using algorithms to create music Cellular automaton – Discrete model
Generative_music
Discipline for achieving objectives against unpredictability, complexity, and ambiguity
pattern was different from the intent, he referred to the strategy as emergent; Strategy as position – locating brands, products, or companies within
Strategy
Erroneous AI-generated content presented as true
thesis of Eric Mjolsness in 1986. A notable work is the face hallucination algorithm by Simon Baker and Takeo Kanade published in 1999. In the 2000s, hallucinations
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
Type of optimization heuristic
should be stressed that this is an emergent effect of the negative-component-selection principle fundamental to the algorithm. EO has primarily been applied
Extremal_optimization
Branch of machine learning
transform the data into a more suitable representation for a classification algorithm to operate on. In the deep learning approach, features are not hand-crafted
Deep_learning
Electrical engineer and computer scientist
his 1979 paper "An improved illumination model for shaded display". His algorithm proved to be a practical method of simulating global illumination, inspired
J._Turner_Whitted
1992 first-person role-playing video game
a "dungeon simulation". As such, the game is non-linear and allows for emergent gameplay. Ultima Underworld sold nearly 500,000 units, and was placed on
Ultima Underworld: The Stygian Abyss
Ultima_Underworld:_The_Stygian_Abyss
Later, advances in hardware and the development of the backpropagation algorithm, as well as recurrent neural networks and convolutional neural networks
History of artificial neural networks
History_of_artificial_neural_networks
AI whose outputs can be understood by humans
intellectual oversight over AI algorithms. The main focus is on the reasoning behind the decisions or predictions made by the AI algorithms, to make them more understandable
Explainable artificial intelligence
Explainable_artificial_intelligence
Term used in machine learning
Fernanda; Pfister, Hanspeter; Wattenberg, Martin (27 February 2023), Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic
Stochastic_parrot
List of concepts in artificial intelligence
X Y Z See also References A* search A graph traversal and pathfinding algorithm which is used in many fields of computer science due to its completeness
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Mathematical model of ferromagnetism in statistical mechanics
Metropolis–Hastings algorithm is the most commonly used Monte Carlo algorithm to calculate Ising model estimations. The algorithm first chooses selection
Ising_model
Structured visual modeling technique
integrated entity exhibited a set of important emergent properties. For behavior trees, important emergent properties include: The integrated behavior of
Behavior_tree
Overview of and topical guide to deep learning
Generalized Hebbian algorithm Gradient descent Levenberg–Marquardt algorithm Perceptron Quasi-Newton method Wake-sleep algorithm Contrastive learning
Outline_of_deep_learning
Field of study
systems. These topics are broad, but often include evolutionary dynamics, emergent properties of collective systems, biomimicry, as well as related issues
Artificial_life
American artificial intelligence company
OpenAI announced partnerships with Wix, Base44, Replit, Lovable, Figma, and Emergent to support its new Sites feature in Codex, which enables users to publish
OpenAI
Concept from evolutionary biology
alterations in cellular motility and stiffness could give rise to different self-emergent patterns from a uniform field of cells. This mode of pattern formation
Turing_pattern
Physical force that originates from thermodynamics instead of fundamental interactions
In physics, an entropic force acting in a system is an emergent phenomenon resulting from the entire system's statistical tendency to increase its entropy
Entropic_force
Class of artificial neural network
ISSN 0031-9007. Hopfield, J. J. (1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy
Recurrent_neural_network
Philosophical view explaining systems in terms of smaller parts
" Reductionism does not preclude the existence of what might be termed emergent phenomena, but it does imply the ability to understand those phenomena
Reductionism
Moral behaviours of man-made machines
ethics". In February 2025, Ars Technica reported on research describing "emergent misalignment", where language models fine-tuned on insecure code began
Machine_ethics
electronic, nanotech, etc.) but rather with the characterization of amorphous algorithms as abstractions with the goal of both understanding existing natural examples
Amorphous_computing
Branch of social psychology
Lewis Killian put forth the idea that norms emerge from within the crowd. Emergent norm theory states that crowds have little unity at their outset, but during
Crowd_psychology
Type of video game design
believes emergence (or emergent gameplay) is where video game development is headed in the future. He has attempted to implement emergent gameplay to a great
Open_world
Emergent scientific field in sociology and statistics
Dynamic network analysis (DNA) is an emergent scientific field that brings together traditional social network analysis (SNA), link analysis (LA), social
Dynamic_network_analysis
American researcher in genetic algorithms (1929–2015)
University of Michigan. He was a pioneer in what became known as genetic algorithms. John Henry Holland was born on February 2, 1929 in Fort Wayne, Indiana
John_Henry_Holland
Group intelligence that emerges from collective efforts
attributed to bacteria and animals, but also algorithmic governance. It can be understood as an emergent property from the synergies among: data-information-knowledge
Collective_intelligence
2012 non-fiction book by Ray Kurzweil
It would employ techniques such as hidden Markov models and genetic algorithms, strategies Kurzweil used successfully in his years as a commercial developer
How_to_Create_a_Mind
Application of computer science in biology
was using network models of the human brain in order to generate new algorithms. This use of biological data pushed biological researchers to use computers
Computational_biology
Provision of service to customers
MEDES '09 Proceedings of the International Conference on Management of Emergent Digital EcoSystems. New York, NY, USA: ACM. ISBN 978-1-60558-829-2.{{cite
Customer_service
visualize the complex connections of these cellular processes. An unexpected emergent property of a complex system may be a result of the interplay of the cause-and-effect
Modelling_biological_systems
American software engineer and mathematician
combining algorithms, as used in SpamAssassin "Contact "Emergent Discovery"". Emergent Discovery. 2010-10-14. Retrieved 2010-10-14. Emergent Discovery
Gary_Robinson
OpenAI text-to-video models (2024–2026)
preview clips were "impressive" but "not perfect" and that it "show[ed] an emergent grasp of cinematic grammar" due to its unprompted shot changes. Levy added
Sora_(text-to-video_model)
Interdisciplinary study of systems
system is "more than the sum of its parts" when it expresses synergy or emergent behavior. Changing one component of a system may affect other components
Systems_theory
or development cycle the ability to adapt, learn, and evolve emergent behaviour or emergent properties steady change or growth, as opposed to instant change
Organic_(model)
search algorithm Random optimization – Optimization technique in mathematics Evolutionary computation Genetic algorithms – Competitive algorithm for searching
Outline of artificial intelligence
Outline_of_artificial_intelligence
Computer science problem
& Goldstein 2005). A solution of a generalized FSSP that is utilizing emergent information processing had been developed by (Kroc 2025), which could be
Firing squad synchronization problem
Firing_squad_synchronization_problem
Specialist field of computer science
extends into computational specializations, this field of study includes: Algorithms (numerical and non-numerical): mathematical models, computational models
Computational_science
Discontinued game development middleware package
featuring a vector-to-triangle tessellation engine with an edge anti-aliasing algorithm that uses subpixel triangles to smooth the edges mesh rendering backends
Scaleform_GFx
Trauma to the body without penetration of the skin
ability to appropriately pump blood. In certain dire circumstances an emergent thoracotomy may be employed. The primary clinical concern with blunt trauma
Blunt_trauma
travel, tourism, insurance
EMERGENT ALGORITHM
EMERGENT ALGORITHM
Girl/Female
Hindu
Emerging from yashodas womb
Girl/Female
Hindu
One who emerged out of the lotus
Surname or Lastname
English and French
English and French : in medieval times this did not denote a rank in the army, but was an occupational name for a servant, Middle English, Old French sergent (Latin serviens, genitive servientis, present participle of servire ‘to serve’). The surname probably originated for the most part in this sense, but the word also developed various more specialized meanings, being used for example as a technical term for a tenant by military service below the rank of a knight, and as the name for any of certain administrative and legal officials in different localities, which may also have contributed to the development of the surname. The sense ‘non-commissioned officer’ did not arise until the 16th century.William Sargent (1624–1717) came to Gloucester, MA, from Devon, England before 1678. Many of his descendants distinguished themselves in the civil and military affairs of the colonies and some in literary or artistic paths, notably the portrait painter John Singer Sargent (1856–1925).
Boy/Male
Arabic, Muslim
To Emerge; To Become Clear
Surname or Lastname
English and Scottish
English and Scottish : from Maurice, an Old French personal name introduced to Britain by the Normans, Latin Mauritius, a derivative of Maurus (see Moore). This was the name of several early Christian saints. In some cases it may be a nickname of the same derivation for someone with a swarthy complexion.Irish : Anglicized form of Gaelic Ó Muirghis, a variant of Ó Muirgheasa (see Morrissey).Welsh : Anglicized form of the Welsh personal name Meurig (from Latin Mauritius), which was gradually superseded in Wales by Morus, Morys, a derivative of the Anglo-Norman French form of the name (see 1).German : variant of Moritz.Americanized form of any of various like-sounding Jewish surnames (see Morse).Morris was the name of an extensive and powerful family in colonial North America, whose members played a leading part in the emergence of the nation. They were descended from Richard Morris (d. 1672), who fought in Oliver Cromwell’s army and then became a merchant in Barbados. His son Lewis (1671–1746) established the “manor†of Morrisania in NY. His grandson, Lewis (1726–98), third owner of that manor, was a signer of the Declaration of Independence. Two other grandsons, Richard and Gouverneur, were also key figures in the Revolution. Their half-brother Staats Morris (1728–1800) was a general in the British army who was appointed governor of Quebec.
Girl/Female
Tamil
Prasadabhimukhi | பà¯à®°à®¸à®¤à®¾à®ªà¯€à®®à¯à®•à¯€Â
Emerging to grant boons
Prasadabhimukhi | பà¯à®°à®¸à®¤à®¾à®ªà¯€à®®à¯à®•à¯€Â
Girl/Female
Hindu
Emerging to grant boons
Girl/Female
Tamil
Yashodagarba Sambhoota | யஷோதாகரà¯à®ªà®¾ ஸமà¯à®ªà¯‚தா
Emerging from yashodas womb
Yashodagarba Sambhoota | யஷோதாகரà¯à®ªà®¾ ஸமà¯à®ªà¯‚தா
Girl/Female
Tamil
Padmodbhava | பதà¯à®®à¯‹à®¤à¯à®ªà®¾à®µà®¾Â
One who emerged out of the lotus
Padmodbhava | பதà¯à®®à¯‹à®¤à¯à®ªà®¾à®µà®¾Â
Girl/Female
Arabic, Bengali, Indian, Muslim, Pakistani, Urdu
Emerging
Surname or Lastname
English and French
English and French : variant of Sargent.Americanized form of the Polish Jewish ornamental name Sieṛzant ‘sergeant’ (senior noncommissioned officer in the Polish infantry).
Boy/Male
Hindu, Indian
Emerging as a Hero
EMERGENT ALGORITHM
EMERGENT ALGORITHM
EMERGENT ALGORITHM
EMERGENT ALGORITHM
EMERGENT ALGORITHM
EMERGENT ALGORITHM
EMERGENT ALGORITHM
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