neuroevolution

neuroevolution
The class of methods for training artificial neural networks with genetic algorithms.

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  • Neuroevolution — Not to be confused with Evolution of nervous systems or Neural development. Neuroevolution, or neuro evolution, is a form of machine learning that uses evolutionary algorithms to train artificial neural networks. It is useful for… …   Wikipedia

  • Neuroevolution of augmenting topologies — (NEAT) is a genetic algorithm for the generation of evolving artificial neural networks (a neuroevolution technique) developed by Ken Stanley in 2002 while at The University of Texas at Austin. It alters both the weighting parameters and… …   Wikipedia

  • Compositional pattern-producing network — Compositional pattern producing networks (CPPNs), are a variation of artificial neural networks (ANNs) which differ in their set of activation functions and how they are applied. While ANNs often contain only sigmoid functions (and sometimes… …   Wikipedia

  • Evolutionary Acquisition of Neural Topologies — (EANT/EANT2) is an evolutionary reinforcement learning method that evolves both the topology and weights of neural networks. It is closely related to the works of Angeline et al. [Peter J Angeline, Gregory M Saunders, and Jordan B Pollack. An… …   Wikipedia

  • Artificial neural network — An artificial neural network (ANN), usually called neural network (NN), is a mathematical model or computational model that is inspired by the structure and/or functional aspects of biological neural networks. A neural network consists of an… …   Wikipedia

  • NEAT Particles — is an Interactive evolutionary computation program that enables users to evolve particle systems intended for use as special effects in video games or movie graphics. Rather than being hand coded like typical particle systems, the behaviors of… …   Wikipedia

  • Nero (Computerspiel) — Nero (für „Neuro Evolving Robotic Operatives“) ist ein in 2003 von der Universität Austin (Texas) entwickeltes Computerspiel, das aktuelle Forschung im Gebiet des maschinellen Lernens durch einen sogenannten neuro evolutionären Algorithmus… …   Deutsch Wikipedia

  • Pain — This article is about physical pain. For pain in the broader sense, see Suffering. For other uses, see Pain (disambiguation). Pain A sports player in pain. ICD 10 R52 …   Wikipedia

  • NEAT — may stand for: Near Earth Asteroid Tracking, a program run by NASA and the JPL to discover near Earth objects Neuroevolution of augmenting topologies,a genetic algorithm for the generation of evolving artificial neural networks Neue Eisenbahn… …   Wikipedia

  • Nero (disambiguation) — Nero is the Italian word for black and it may refer to: People: Nero, Roman emperor Nero (son of Germanicus), related to some emperors Gaius Claudius Nero, Roman consul and hero of The Battle of the Metaurus in 207 BC Nero Hawley, freed slave and …   Wikipedia

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