Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Evolutionary_algorithm> ?p ?o }
- Evolutionary_algorithm abstract "In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population-based metaheuristic optimization algorithm. An EA uses mechanisms inspired by biological evolution, such as reproduction, mutation, recombination, and selection. Candidate solutions to the optimization problem play the role of individuals in a population, and the fitness function determines the quality of the solutions (see also loss function). Evolution of the population then takes place after the repeated application of the above operators. Artificial evolution (AE) describes a process involving individual evolutionary algorithms; EAs are individual components that participate in an AE.Evolutionary algorithms often perform well approximating solutions to all types of problems because they ideally do not make any assumption about the underlying fitness landscape; this generality is shown by successes in fields as diverse as engineering, art, biology, economics, marketing, genetics, operations research, robotics, social sciences, physics, politics and chemistry.Techniques from evolutionary algorithms applied to the modeling of biological evolution are generally limited to explorations of microevolutionary processes and planning models based upon cellular processes. The computer simulations Tierra and Avida attempt to model macroevolutionary dynamics.In most real applications of EAs, computational complexity is a prohibiting factor. In fact, this computational complexity is due to fitness function evaluation. Fitness approximation is one of the solutions to overcome this difficulty. However, seemingly simple EA can solve often complex problems; therefore, there may be no direct link between algorithm complexity and problem complexity.A possible limitation of many evolutionary algorithms is their lack of a clear genotype-phenotype distinction. In nature, the fertilized egg cell undergoes a complex process known as embryogenesis to become a mature phenotype. This indirect encoding is believed to make the genetic search more robust (i.e. reduce the probability of fatal mutations), and also may improve the evolvability of the organism. Such indirect (aka generative or developmental) encodings also enable evolution to exploit the regularity in the environment. Recent work in the field of artificial embryogeny, or artificial developmental systems, seeks to address these concerns. And gene expression programming successfully explores a genotype-phenotype system, where the genotype consists of linear multigenic chromosomes of fixed length and the phenotype consists of multiple expression trees or computer programs of different sizes and shapes.".
- Evolutionary_algorithm wikiPageExternalLink EvolutionaryOptimization.
- Evolutionary_algorithm wikiPageExternalLink gp-field-guide.
- Evolutionary_algorithm wikiPageID "190837".
- Evolutionary_algorithm wikiPageLength "13160".
- Evolutionary_algorithm wikiPageOutDegree "109".
- Evolutionary_algorithm wikiPageRevisionID "696848791".
- Evolutionary_algorithm wikiPageWikiLink Adaptive_dimensional_search.
- Evolutionary_algorithm wikiPageWikiLink Algorithm.
- Evolutionary_algorithm wikiPageWikiLink Ant_colony_optimization_algorithms.
- Evolutionary_algorithm wikiPageWikiLink Art.
- Evolutionary_algorithm wikiPageWikiLink Artificial_bee_colony_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Artificial_development.
- Evolutionary_algorithm wikiPageWikiLink Artificial_intelligence.
- Evolutionary_algorithm wikiPageWikiLink Artificial_life.
- Evolutionary_algorithm wikiPageWikiLink Avida.
- Evolutionary_algorithm wikiPageWikiLink Bees_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Biology.
- Evolutionary_algorithm wikiPageWikiLink Breed.
- Evolutionary_algorithm wikiPageWikiLink Candidate_solution.
- Evolutionary_algorithm wikiPageWikiLink Category:Cybernetics.
- Evolutionary_algorithm wikiPageWikiLink Category:Evolution.
- Evolutionary_algorithm wikiPageWikiLink Category:Evolutionary_algorithms.
- Evolutionary_algorithm wikiPageWikiLink Category:Optimization_algorithms_and_methods.
- Evolutionary_algorithm wikiPageWikiLink Chemistry.
- Evolutionary_algorithm wikiPageWikiLink Code.
- Evolutionary_algorithm wikiPageWikiLink Combinatorial_optimization.
- Evolutionary_algorithm wikiPageWikiLink Crossover_(genetic_algorithm).
- Evolutionary_algorithm wikiPageWikiLink Cuckoo.
- Evolutionary_algorithm wikiPageWikiLink Cuckoo_search.
- Evolutionary_algorithm wikiPageWikiLink Developmental_biology.
- Evolutionary_algorithm wikiPageWikiLink Differential_evolution.
- Evolutionary_algorithm wikiPageWikiLink Digital_organism.
- Evolutionary_algorithm wikiPageWikiLink Economics.
- Evolutionary_algorithm wikiPageWikiLink Embryogenesis.
- Evolutionary_algorithm wikiPageWikiLink Engineering.
- Evolutionary_algorithm wikiPageWikiLink Entropy_(information_theory).
- Evolutionary_algorithm wikiPageWikiLink Entropy_in_thermodynamics_and_information_theory.
- Evolutionary_algorithm wikiPageWikiLink Estimation_of_distribution_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Evolution.
- Evolutionary_algorithm wikiPageWikiLink Evolution_strategy.
- Evolutionary_algorithm wikiPageWikiLink Evolutionary_computation.
- Evolutionary_algorithm wikiPageWikiLink Evolutionary_programming.
- Evolutionary_algorithm wikiPageWikiLink Evolutionary_robotics.
- Evolutionary_algorithm wikiPageWikiLink Evolvability.
- Evolutionary_algorithm wikiPageWikiLink Firefly_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Fitness_(biology).
- Evolutionary_algorithm wikiPageWikiLink Fitness_approximation.
- Evolutionary_algorithm wikiPageWikiLink Fitness_function.
- Evolutionary_algorithm wikiPageWikiLink Fitness_landscape.
- Evolutionary_algorithm wikiPageWikiLink Gaussian_adaptation.
- Evolutionary_algorithm wikiPageWikiLink Gene_expression_programming.
- Evolutionary_algorithm wikiPageWikiLink Generation.
- Evolutionary_algorithm wikiPageWikiLink Genetic_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Genetic_operator.
- Evolutionary_algorithm wikiPageWikiLink Genetic_programming.
- Evolutionary_algorithm wikiPageWikiLink Genetic_recombination.
- Evolutionary_algorithm wikiPageWikiLink Genetics.
- Evolutionary_algorithm wikiPageWikiLink Genotype-phenotype_distinction.
- Evolutionary_algorithm wikiPageWikiLink Graph_theory.
- Evolutionary_algorithm wikiPageWikiLink Harmony_search.
- Evolutionary_algorithm wikiPageWikiLink Individual.
- Evolutionary_algorithm wikiPageWikiLink Ingo_Rechenberg.
- Evolutionary_algorithm wikiPageWikiLink Interactive_evolutionary_computation.
- Evolutionary_algorithm wikiPageWikiLink Keanes_function.
- Evolutionary_algorithm wikiPageWikiLink Learning_classifier_system.
- Evolutionary_algorithm wikiPageWikiLink Loss_function.
- Evolutionary_algorithm wikiPageWikiLink Lévy_flight.
- Evolutionary_algorithm wikiPageWikiLink Macroevolution.
- Evolutionary_algorithm wikiPageWikiLink Map_of_Evolutionary_Algorithms.
- Evolutionary_algorithm wikiPageWikiLink Marketing.
- Evolutionary_algorithm wikiPageWikiLink Mathematical_optimization.
- Evolutionary_algorithm wikiPageWikiLink Memetic_algorithm.
- Evolutionary_algorithm wikiPageWikiLink Metaheuristic.
- Evolutionary_algorithm wikiPageWikiLink Microevolution.
- Evolutionary_algorithm wikiPageWikiLink Mutation.
- Evolutionary_algorithm wikiPageWikiLink Mutation_(genetic_algorithm).
- Evolutionary_algorithm wikiPageWikiLink Natural_selection.
- Evolutionary_algorithm wikiPageWikiLink Neuroevolution.
- Evolutionary_algorithm wikiPageWikiLink No_free_lunch_in_search_and_optimization.
- Evolutionary_algorithm wikiPageWikiLink Offspring.
- Evolutionary_algorithm wikiPageWikiLink Operations_research.
- Evolutionary_algorithm wikiPageWikiLink Optimization_problem.
- Evolutionary_algorithm wikiPageWikiLink Particle_swarm_optimization.
- Evolutionary_algorithm wikiPageWikiLink Phenotype.
- Evolutionary_algorithm wikiPageWikiLink Physics.
- Evolutionary_algorithm wikiPageWikiLink Politics.
- Evolutionary_algorithm wikiPageWikiLink Population.
- Evolutionary_algorithm wikiPageWikiLink Program_synthesis.
- Evolutionary_algorithm wikiPageWikiLink Reinforcement_learning.
- Evolutionary_algorithm wikiPageWikiLink Reproduction.
- Evolutionary_algorithm wikiPageWikiLink Rosenbrock_function.
- Evolutionary_algorithm wikiPageWikiLink S-expression.
- Evolutionary_algorithm wikiPageWikiLink Social_science.
- Evolutionary_algorithm wikiPageWikiLink Subset.
- Evolutionary_algorithm wikiPageWikiLink Swarm_intelligence.
- Evolutionary_algorithm wikiPageWikiLink Test_functions_for_optimization.
- Evolutionary_algorithm wikiPageWikiLink Tierra_(computer_simulation).
- Evolutionary_algorithm wikiPageWikiLinkText "Artificial evolution".
- Evolutionary_algorithm wikiPageWikiLinkText "Evolutionary Algorithms".