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- Artificial_ants abstract "In computer science, Artificial Ants stand for multi-agent methods inspired by the behavior of real ants. The pheromone-based communication of biological ants is often the predominant paradigm used. Combinations of Artificial Ants and local search algorithms have become a method of choice for numerous optimization tasks involving some sort of graph, e. g., vehicle routing and internet routing. The burgeoning activity in this field has led to conferences dedicated solely to Artificial Ants, and to numerous commercial applications by specialized companies such as AntOptima. As an example, Ant colony optimization is a class of optimization algorithms modeled on the actions of an ant colony. Artificial 'ants' (e.g. simulation agents) locate optimal solutions by moving through a parameter space representing all possible solutions. Real ants lay down pheromones directing each other to resources while exploring their environment. The simulated 'ants' similarly record their positions and the quality of their solutions, so that in later simulation iterations more ants locate better solutions. One variation on this approach is the bees algorithm, which is more analogous to the foraging patterns of the honey bee, another social insect.The inventors are Frans Moyson and Bernard Manderick. Pioneers of the field include Marco Dorigo, Luca Maria Gambardella.For more details, see the page of the paradigm Ant Colony Optimization".
- Artificial_ants thumbnail Artificial_ants.jpg?width=300.
- Artificial_ants wikiPageID "4103703".
- Artificial_ants wikiPageLength "6653".
- Artificial_ants wikiPageOutDegree "24".
- Artificial_ants wikiPageRevisionID "702632467".
- Artificial_ants wikiPageWikiLink Algorithm.
- Artificial_ants wikiPageWikiLink Ambient_network.
- Artificial_ants wikiPageWikiLink Ant.
- Artificial_ants wikiPageWikiLink AntOptima.
- Artificial_ants wikiPageWikiLink Ant_colony.
- Artificial_ants wikiPageWikiLink Ant_colony_optimization_algorithms.
- Artificial_ants wikiPageWikiLink Bees_algorithm.
- Artificial_ants wikiPageWikiLink Bernard_Manderick.
- Artificial_ants wikiPageWikiLink Category:Multi-robot_systems.
- Artificial_ants wikiPageWikiLink Collective_intelligence.
- Artificial_ants wikiPageWikiLink Computer_science.
- Artificial_ants wikiPageWikiLink Frans_Moyson.
- Artificial_ants wikiPageWikiLink Graph_(discrete_mathematics).
- Artificial_ants wikiPageWikiLink Honey_bee.
- Artificial_ants wikiPageWikiLink Local_search_(optimization).
- Artificial_ants wikiPageWikiLink Luca_Maria_Gambardella.
- Artificial_ants wikiPageWikiLink Marco_Dorigo.
- Artificial_ants wikiPageWikiLink Multi-agent_system.
- Artificial_ants wikiPageWikiLink Parameter_space.
- Artificial_ants wikiPageWikiLink Pheromone.
- Artificial_ants wikiPageWikiLink Program_optimization.
- Artificial_ants wikiPageWikiLink Routing.
- Artificial_ants wikiPageWikiLink Vehicle_routing_problem.
- Artificial_ants wikiPageWikiLink File:Artificial_ants.jpg.
- Artificial_ants wikiPageWikiLinkText "Artificial ants".
- Artificial_ants wikiPageUsesTemplate Template:Collective_animal_behaviour.
- Artificial_ants subject Category:Multi-robot_systems.
- Artificial_ants type Redirect.
- Artificial_ants comment "In computer science, Artificial Ants stand for multi-agent methods inspired by the behavior of real ants. The pheromone-based communication of biological ants is often the predominant paradigm used. Combinations of Artificial Ants and local search algorithms have become a method of choice for numerous optimization tasks involving some sort of graph, e. g., vehicle routing and internet routing.".
- Artificial_ants label "Artificial ants".
- Artificial_ants sameAs Q4801019.
- Artificial_ants sameAs m.0bj639.
- Artificial_ants sameAs Q4801019.
- Artificial_ants wasDerivedFrom Artificial_ants?oldid=702632467.
- Artificial_ants depiction Artificial_ants.jpg.
- Artificial_ants isPrimaryTopicOf Artificial_ants.