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Collective behavior of decentralized, self-organized systems
Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on
Swarm_intelligence
Coordination of multiple robots as a system
the field of artificial swarm intelligence, as well as the studies of insects, ants and other fields in nature, where swarm behavior occurs. Relatively
Swarm_robotics
Iterative simulation method
Kennedy and Eberhart describes many philosophical aspects of PSO and swarm intelligence. An extensive survey of PSO applications is made by Poli. In 2017
Particle_swarm_optimization
Collective behaviour of entities that swarm
Swarm behaviour, or swarming, is a collective behaviour exhibited by entities, particularly animals, of similar size which aggregate together, perhaps
Swarm_behaviour
chronologically ordered list of metaphor-based metaheuristics and swarm intelligence algorithms, sorted by decade of proposal. Simulated annealing is a
List of metaphor-based metaheuristics
List_of_metaphor-based_metaheuristics
Computer system simulating intelligence
optimization Swarm intelligence Bayesian networks Artificial immune systems Learning theory Probabilistic methods Artificial intelligence (AI) is used
Computational_intelligence
Competitive algorithm for searching a problem space
Gaussian adaptation, hill climbing, and swarm intelligence (e.g.: ant colony optimization, particle swarm optimization) and methods based on integer
Genetic_algorithm
2023 German sci-fi thriller television series
The Swarm (German: Der Schwarm) is a German co-produced science fiction television series directed by Barbara Eder, Luke Watson and Philipp Stölzl. Adapted
The_Swarm_(TV_series)
French engineer
manufacturing, enterprise architecture, nanoelectronics, nanocomputers and swarm intelligence. Waldner received his engineering degree in mechanical engineering
Jean-Baptiste_Waldner
Group intelligence that emerges from collective efforts
term swarm intelligence (SI) is sometimes used interchangeably with collective intelligence but is simply one instance of it. Collective intelligence encompasses
Collective_intelligence
Italian researcher in evolutionary computing
the swarm intelligence research field. Recently[when?] he got involved with research in swarm robotics: he is the coordinator of Swarm-bots: Swarms of
Marco_Dorigo
Intelligence of machines
processes can coordinate via swarm intelligence algorithms. Two popular swarm algorithms used in search are particle swarm optimization (inspired by bird
Artificial_intelligence
Subfield of artificial intelligence
learning Simulated reality – Concept of a false version of reality Swarm Intelligence – Collective behavior of decentralized, self-organized systemsPages
Distributed artificial intelligence
Distributed_artificial_intelligence
List of concepts in artificial intelligence
in order for the algorithm to be successful. glowworm swarm optimization A swarm intelligence optimization algorithm based on the behaviour of glowworms
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Use of information technology to augment human intelligence
Artificial Swarm Intelligence was developed to amplify the intelligence of networked human groups using AI algorithms modeled on biological swarms. The technology
Intelligence_amplification
Methods that imitate, replicate or use natural processes
branches are artificial neural networks, evolutionary algorithms, swarm intelligence, artificial immune systems, fractal geometry, artificial life, DNA
Natural_computing
2026 film by Yeon Sang-ho
student. Se-jeong observes that the infected possess a high degree of swarm intelligence, allowing them to share sensory data in real time through mycelium
Colony_(2026_film)
American technology company specializing in artificial swarm intelligence
technologies. The company provides two AI technologies, artificial swarm intelligence (ASI) which was first presented publicly in 2015 and Hyperchat AI
Unanimous_A.I.
Optimization algorithm
This algorithm is a member of the ant colony algorithms family, in swarm intelligence methods, and it constitutes some metaheuristic optimizations. Initially
Ant colony optimization algorithms
Ant_colony_optimization_algorithms
time-constrained effort studied by NPLI faculty. An additional theory of study, swarm intelligence, emerged from the leadership observed during the Boston Marathon Bombing
Meta-leadership
Artificial Swarm Intelligence. Oxford University Press. ISBN 978-0-19-513158-1. Hinchey, M. G.; Sterritt, R.; Rouff, C. (2007-04-01). "Swarms and Swarm Intelligence"
Crowd_analysis
Plot device used in science-fiction stories
race in the Alien and Alien vs. Predator franchises Sociobiology Swarm intelligence Telepathy Wisdom of the crowd "Coalescing minds: brain uploading-related
Group_mind_(science_fiction)
Physics-based swarm intelligence
Physicomimetics is physics-based swarm (computational) intelligence. The word is derived from physike (φυσική, Greek for "the science of physics") and
Physicomimetics
Topics referred to by the same term
Look up swarm in Wiktionary, the free dictionary. A swarm is a group of animals that aggregate and travel in the same direction. Swarm or The Swarm may also
Swarm_(disambiguation)
1982 novelette by Bruce Sterling
according to Swarm, because racial immortality is only possible without intelligence. Based on Swarm's experiences, a race "infected" with intelligence only lasts
Swarm_(novelette)
Sri Lankan academic
evolutionary and swarm algorithms". Suganthan's main research contributions are in the areas of evolutionary algorithms, swarm intelligence, deep learning
P._N._Suganthan
Artificial life algorithm
2009 book The Greatest Show on Earth: The Evidence for Evolution. Swarm intelligence – Collective behavior of decentralized, self-organized systems Collective
Boids
American engineer and entrepreneur, born 1969
Rats. Rosenberg developed artificial swarm intelligence, which is intended to amplify the collective intelligence of networked human groups (2014–2023)
Louis_B._Rosenberg
Topics referred to by the same term
referring to groups of people who ‘mindlessly’ follow those in power Swarm intelligence, the collective behavior of decentralized, self-organized systems
Hive_mind
Nature-inspired algorithm
in the wild. It was introduced by Seyedali Mirjalili in 2014 as a swarm intelligence-based technique for solving optimization problems. The algorithm is
Grey_Wolf_Optimization
British architect and theorist
Beijing 2010. He was also the co-curator (with Roland Snooks) of the Swarm Intelligence: Architectures of Multi-Agent Systems Exhibition in Shanghai in 2010
Neil_Leach
based learning algorithms. Swarm intelligence – Collective behavior of decentralized, self-organized systems Particle swarm optimization – Iterative simulation
Outline of artificial intelligence
Outline_of_artificial_intelligence
Social network mechanism of indirect coordination
additional work." Stigmergy is now one of the key concepts in the field of swarm intelligence. Stigmergy was first observed in social insects. For example, ants
Stigmergy
Application of natural systems to technology
has produced artificial neurons, artificial neural networks, and swarm intelligence. Bionics also influenced Evolutionary computation but took the idea
Bionics
Field of machine learning
information theory, simulation-based optimization, multi-agent systems, swarm intelligence, and statistics. In the operations research and control literature
Reinforcement_learning
Computing by new or unusual methods
paradigms including artificial neural networks, evolutionary algorithms, swarm intelligence, artificial immune systems, and more, which can be implemented using
Unconventional_computing
American biochemist
recipient of the Humboldt Prize in Biology in 2001. He primarily studies swarm intelligence by investigating how bees collectively make decisions. Seeley was
Thomas_Dyer_Seeley
Indian professor
Robotics Laboratory at IISc in 2002. He is known for his early work in swarm intelligence, distributed computing and game theory. His primary research is in
Debasish_Ghose
American academic
Riverside who, with Jing Wang, is known as the originator of the term swarm intelligence in the context of cellular robotics and the concept of electrowetting
Gerardo_Beni
Process of forming order by local interactions
Free energy principle Information theory Constructal law Stigmergy Swarm intelligence Outline of organizational theory For related history, see Aram Vartanian
Self-organization
Subset of artificial intelligence
information theory, simulation-based optimisation, multi-agent systems, swarm intelligence, statistics and genetic algorithms. In reinforcement learning, the
Machine_learning
System of multiple interacting agents
Simulated reality Social simulation Software agent Software bot Swarm intelligence Swarm robotics Singh, Munindar P. (1994). Multiagent Systems: A Theoretical
Multi-agent_system
Study of computation
construction of computer components and computer-operated equipment. Artificial intelligence and machine learning aim to synthesize goal-orientated processes such
Computer_science
1964 novel by Stanisław Lem
novels to explore the ideas of microrobots, smartdust, artificial swarm intelligence, and "necroevolution" (a term suggested by Lem in the novel for the
The_Invincible
Trial and error problem solvers with a metaheuristic or stochastic optimization character
includes: Agent-based modeling Ant colony optimization Particle swarm optimization Swarm intelligence Artificial immune systems Artificial life Digital organism
Evolutionary_computation
Genus of antelope
research has shown a herd of wildebeest possesses what is known as a "swarm intelligence", whereby the animals systematically explore and overcome the obstacle
Wildebeest
Literary genre
nanotechnology, smartdust, virtual reality, and artificial intelligence (including swarm intelligence); his work also developed the ideas of necroevolution
Science_fiction
Swarm robotic platforms apply swarm robotics in multi-robot collaboration. They take inspiration from nature (e.g. collective problem solving mechanisms
Swarm_robotic_platforms
Discredited academic publishing company
OMICS Publishing Group is a predatory publisher of open access academic journals. It started publishing its first journal in 2008. By 2015, it claimed
OMICS_Publishing_Group
Method of solving computing problems
a brief description of some of the Lateral Computing techniques: Swarm intelligence (SI) is the property of a system whereby the collective behaviors
Lateral_computing
Common name for a group of waterfowl
in V-shaped Canada Goose flocks for energy management purposes". Swarm Intelligence. 14 (2): 117–141. doi:10.1007/s11721-020-00179-x. Archived from the
Goose
Chinese electrical engineer
Symposium on Swarm Intelligence in 2003, and established the IEEE CIS (Computational Intelligence Society) Task Force on Swarm Intelligence in 2002, when
Yuhui_Shi
Type of algorithm, produces approximately correct solutions
candidate solutions over generations. Ant Colony Optimization: A swarm intelligence method inspired by the way ants find paths to food sources, using
Heuristic_(computer_science)
Biological ability to detect and respond to cell population density
computing environment". Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005. Swarm Intelligence Symposium, Proceedings 2005 IEEE. pp. 357–64
Quorum_sensing
Field of study
Bacterial colony optimization Genetic algorithm Genetic programming Swarm intelligence Multi-agent system – A multi-agent system is a computerized system
Artificial_life
Optimization technique
evolutionary computation and particle swarm optimization. Another category of metaheuristics is Swarm intelligence which is a collective behavior of decentralized
Metaheuristic
Roboticist
swarm robotics was supervised by Dario Floreano and Jean-Christophe Zufferey and awarded in 2010. Hauert's research investigates swarm intelligence,
Sabine_Hauert
serpentine, and loop. Field of robotics utilizing swarm intelligence to groups of simple homogeneous robots. Swarm robots follow algorithms, usually designed
Adaptable_robotics
Book series by Adrian Tchaikovsky
including Honey (a bear), Dragon (a reptilian sniper), and Bees (a swarm intelligence). The story follows their initial confusion and subsequent pursuit
Bioforms
Statistical price volatility chart
Groß, Roderich; Sahin, Erol; Sayama, Hiroki; Stützle, Thomas (eds.). Swarm Intelligence - 7th International Conference, ANTS 2010, Brussels, Belgium, September
Bollinger_Bands
Chronological table of metaheuristic algorithms
with applications to collective robotics". Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005. pp. 84–91. doi:10.1109/SIS.2005.1501606
Table_of_metaheuristics
Movement of fishes from one part of a water body to another on a regular basis
found in the Atlantic and Arctic oceans. In summer, they graze on dense swarms of plankton at the edge of the ice shelf. Larger capelin also eat krill
Fish_migration
Solving problems using biological models
solutions in the context of evolutionary algorithms or in the context of swarm intelligence algorithms, are subdivided into Population Based Bio-Inspired Algorithms
Bio-inspired_computing
Type of animal group activity
migration Swarm algorithms Agent-based models Ant colony optimization Boids Crowd simulation Particle swarm optimization Swarm intelligence Swarm (simulation)
Feeding_frenzy
Insects of the order Blattodea
Keller, James M. (2008). "Roach Infestation Optimization". 2008 IEEE Swarm Intelligence Symposium. IEEE. pp. 1–7. doi:10.1109/sis.2008.4668317. hdl:10355/2092
Cockroach
James Sandstorm Deep Fathom Schätzing, Frank The Swarm - Oceanography, Microbiology, Swarm intelligence Stephenson, Neal Cryptonomicon — encryption Reamde
List of techno-thriller novels
List_of_techno-thriller_novels
Software development methodology
Case Against XP, Apress. Waldner, JB. (2008). "Nanocomputers and Swarm Intelligence". In: ISTE, 225–256. Wikimedia Commons has media related to Extreme
Extreme_programming
Tiny robot capable of flight
utilizing swarm intelligence will be highly useful in search and rescue efforts and as artificial pollinators. To achieve the goal of swarm intelligence, the
RoboBee
Probabilistic optimization technique and metaheuristic
annealing and numerous other approaches. Particle swarm optimization is an algorithm modeled on swarm intelligence that finds a solution to an optimization problem
Simulated_annealing
Unpredictable phenomenon in complex systems
Book by Marvin Minsky Superorganism – Group of synergistic organisms Swarm intelligence – Collective behavior of decentralized, self-organized systems System
Emergence
ecosystems are the foundation for principles of collaborative intelligence. Artificial Swarm Intelligence (ASI) is a real-time technology that enables networked
Collaborative_intelligence
Topics referred to by the same term
architecture Swarm intelligence, an artificial intelligence technique Synthetic intelligence, an alternate term for or a form of artificial intelligence Honda
Si
airport gates. At Southwest Airlines a software program uses swarm theory, or swarm intelligence — the idea that a colony of ants works better than one alone
Douglas_A._Lawson
Algorithm exhibiting emergent behavior
artificial neural networks and swarm intelligence systems (ant colony optimization, bees algorithm, etc.). Artificial intelligence AI effect Emergence Evolutionary
Emergent_algorithm
Optimization algorithm
The bacterial foraging algorithm (BFA) is a biologically inspired swarm intelligence optimization approach that mimics bacteria's foraging activity to
Bacterial_colony_optimization
Internet-like structure connecting everyday physical objects
ISBN 978-0-12-809765-6. Waldner, Jean-Baptiste (2008). Nanocomputers and Swarm Intelligence. London: ISTE. pp. 227–231. ISBN 978-1-84704-002-2. Kushalnagar, N
Internet_of_things
Israeli computer scientist
Wagner, focusing on the study of decentralized intelligence, such as the optimization of Drone Swarms. Altshuler is also an alumnus of the Technion Rothschild
Yaniv_Altshuler
Set of documents
1109/ICSICT.1995.500069. Waldner, Jean-Baptiste (2007). Nanocomputers and Swarm Intelligence. London: ISTE. pp. 50–53. ISBN 978-1-84704-002-2. von Trapp, Francoise
International Technology Roadmap for Semiconductors
International_Technology_Roadmap_for_Semiconductors
2009 film directed by Alex Winter
Ben 10: Alien Swarm is a 2009 American superhero film directed by Alex Winter and written by John Turman and James Krieg. Based on the Cartoon Network
Ben_10:_Alien_Swarm
Marvel Comics character
Swarm (Fritz von Meyer) is a supervillain appearing in American comic books published by Marvel Comics. The character's entire body is composed of bees
Swarm_(Marvel_Comics)
New technologies actively in development
from the original on 4 October 2020. Retrieved 21 April 2009. "Riders on a swarm". The Economist. 12 August 2010. Archived from the original on 25 March
List_of_emerging_technologies
Topics referred to by the same term
Routing Algorithm, a wireless mesh network routing protocol; see Swarm intelligence AppleTalk Remote Access, a communications protocol Audio Random Access
ARA
Industrial and food chemical
Elveflow. Elvesys. Waldner, Jean-Baptiste (2008). Nanocomputers and Swarm Intelligence. London: John Wiley & Sons. pp. 92–93. ISBN 978-1-84704-002-2. Piruska
Polydimethylsiloxane
Dispersive flies optimisation (DFO) is a bare-bones swarm intelligence algorithm which is inspired by the swarming behaviour of flies hovering over food sources
Dispersive_flies_optimisation
Topics referred to by the same term
Portland Symphony Orchestra Perth Symphony Orchestra Particle swarm optimization, a swarm intelligence optimization technique Password Settings Object, used in
PSO
Adaptive behavior by microscopic organisms including bacteria and protists
than a million people yearly. Collective intelligence Stigmergy Emergence Microbial cooperation Swarm intelligence Synthetic biology Self-organization Multi-agent
Microbial_intelligence
Machine capable of carrying out a complex series of actions automatically
considered a superorganism, exhibiting swarm intelligence. The largest swarms so far created include the iRobot swarm, the SRI/MobileRobots CentiBots project
Robot
Subfield of computer science and mathematics
branches are artificial neural networks, evolutionary algorithms, swarm intelligence, artificial immune systems, fractal geometry, artificial life, DNA
Theoretical_computer_science
Algorithm in computer science
belongs to the group of swarm intelligence algorithms and was proposed by Karaboga in 2005. A set of honey bees, called swarm, can successfully accomplish
Artificial bee colony algorithm
Artificial_bee_colony_algorithm
Battlefield tactic to saturate defences
attempts at swarming by launching counter-swarming measures that are designed to neutralize or otherwise repel such attacks. Military swarming is often encountered
Swarming_(military)
Manufacturing using a swarm of mobile robots
Swarm 3D printing or cooperative 3D printing or swarm manufacturing is a digital manufacturing platform that employs a swarm of mobile robots with different
Swarm_3D_printing
Collusion between competitors
migration Swarm algorithms Agent-based models Ant colony optimization Boids Crowd simulation Particle swarm optimization Swarm intelligence Swarm (simulation)
Tacit_collusion
Process of achieving a goal by overcoming obstacles
acquiring knowledge that has characterized the development of science. Swarm intelligence – Collective behavior of decentralized, self-organized systems System
Problem_solving
Computational search for optimal designs
heuristic search techniques such as evolutionary computation, and swarm intelligence algorithms. To meet the ever-growing demand of quality and competitiveness
Computer-automated_design
seek to incorporate emergent behavior observed in social insects (swarm intelligence). Synchro Teach Mode: The control state that allows the generation
Glossary_of_robotics
Overview of and topical guide to machine learning
Sum of absolute differences Sum of absolute transformed differences Swarm intelligence Switching Kalman filter Symbolic regression Synchronous context-free
Outline_of_machine_learning
Space exploration concept
years, by mining planet Mercury for resources and constructing a Dyson Swarm around the Sun. A variant of the self-replicating starship is the Berserker
Self-replicating_spacecraft
Devices generating electricity from radioisotope decay
ISBN 978-2-7462-1516-0. Waldner, Jean-Baptiste (2008). Nanocomputers and Swarm Intelligence. London: ISTE John Wiley & Sons. ISBN 978-1-84704-002-2. radioactive
Atomic_battery
Theory of learning and behaviour
level of intelligence. By emulating human learning behaviors, it is possible to arrive at more effective optimizers than existing swarm intelligence algorithms
Social_learning_theory
family of swarm intelligence and naturally inspired search and optimisation algorithms which includes ant colony optimization, particle swarm optimization
Stochastic_diffusion_search
SWARM INTELLIGENCE
SWARM INTELLIGENCE
Boy/Male
Biblical
Warm, making warm.
Girl/Female
Muslim
Warm
Girl/Female
American, British, English
Warm
Girl/Female
Sikh
Golden
Boy/Male
British, English, German
Warm
Girl/Female
English Latin
Warm.
Girl/Female
British, English
Warm
Girl/Female
Hindu, Indian, Sikh
Gold
Boy/Male
Hindu, Indian
Gold
Girl/Female
Indian
Warm
Girl/Female
English
Warm.
Girl/Female
Assamese, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Tamil, Telugu
A Musical Tone; Musical Notes; Tune; Self Shining; Sweet Voice
Girl/Female
English
Warm.
Boy/Male
Hindu, Indian
God of Laxmi
Boy/Male
Indian
Voice
Boy/Male
Hindu, Indian
Self Powered
Girl/Female
English Latin
Warm.
Girl/Female
Hindu
Tones, Self shining in Sanskrit
Girl/Female
Muslim
Warm
Girl/Female
Indian, Telugu
Tone; Lyric
SWARM INTELLIGENCE
SWARM INTELLIGENCE
Girl/Female
Muslim
Love, Respect
Girl/Female
American, Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Sindhi, Tamil, Telugu
Kind of Princess; The Basil Plant; Radha; Tulasi
Boy/Male
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Mighty
Girl/Female
Muslim/Islamic
Blossoming flower
Boy/Male
Indian, Punjabi, Sikh
The Wondrous Being
Boy/Male
Greek
Rock.
Boy/Male
Hindu, Indian
Strong One
Boy/Male
Indian
Both Rama and Hanuman
Girl/Female
German
Peaceful Victory; Victorious Peace
Female
English
English variant spelling of Italian Orlanda, ORLENDA means "famous land."
SWARM INTELLIGENCE
SWARM INTELLIGENCE
SWARM INTELLIGENCE
SWARM INTELLIGENCE
SWARM INTELLIGENCE
superl.
Subject to heat; having prevalence of heat, or little or no cold weather; as, the warm climate of Egypt.
v. i. & i.
To rise, or cause to rise, in a swarm or swarms.
a.
To communicate a moderate degree of heat to; to render warm; to supply or furnish heat to; as, a stove warms an apartment.
v. t.
To crowd or throng.
v. i.
To abound; to be filled (with).
superl.
Violent; vehement; furious; excited; passionate; as, a warm contest; a warm debate.
v. i.
To become warm, or moderately heated; as, the earth soon warms in a clear day summer.
p. pr. & vb. n.
of Swarm
v. t. & i.
To produce sward upon; to cover, or be covered, with sward.
superl.
Having heat in a moderate degree; not cold as, warm milk.
imp. & p. p.
of Swarm
v. t.
To make swart or tawny; as, to swart a living part.
a.
Having warm blood; -- applied especially to those animals, as birds and mammals, which have warm blood, or, more properly, the power of maintaining a nearly uniform temperature whatever the temperature of the surrounding air. See Homoiothermal.
n.
Hence, any great number or multitude, as of people in motion, or sometimes of inanimate objects; as, a swarm of meteorites.
v. i.
To collect, and depart from a hive by flight in a body; -- said of bees; as, bees swarm in warm, clear days in summer.
v. i.
To breed multitudes.
v. i.
To be crowded; to be thronged with a multitude of beings in motion.
n.
Sward.
n.
Especially, a great number of honeybees which emigrate from a hive at once, and seek new lodgings under the direction of a queen; a like body of bees settled permanently in a hive.
v. i.
To appear or collect in a crowd; to throng together; to congregate in a multitude.