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evolutionary algorithm

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  • Evolutionary algorithm — In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population based metaheuristic optimization algorithm. An EA uses some mechanisms inspired by biological evolution: reproduction,… …   Wikipedia

  • Evolutionary music — is the audio counterpart to Evolutionary art, whereby algorithmic music is created using an evolutionary algorithm. The process begins with a population of individuals which by some means or other produce audio (e.g. a piece, melody, or loop),… …   Wikipedia

  • Evolutionary informatics — is a subfield of informatics addressing the practice of information processing in, and the engineering of information systems for, the study of biological evolution, as well as the study of information in evolutionary systems, natural and… …   Wikipedia

  • Evolutionary programming — is one of the four major evolutionary algorithm paradigms. It was first used by Lawrence J. Fogel in 1960 in order to use simulated evolution as a learning process aiming to generate artificial intelligence. Fogel used finite state machines as… …   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

  • Evolutionary art — exploits the process of evolution to create an artwork which continually changes according to an evolutionary algorithm. In common with natural selection and animal husbandry, the members of a population undergoing artificial evolution modify… …   Wikipedia

  • Evolutionary computation — For the journal, see Evolutionary Computation (journal). In computer science, evolutionary computation is a subfield of artificial intelligence (more particularly computational intelligence) that involves combinatorial optimization problems.… …   Wikipedia

  • Evolutionary robotics — (ER) is a methodology that uses evolutionary computation to develop controllers for autonomous robots. Algorithms in ER frequently operate on populations of candidate controllers,initially selected from some distribution. This population is then… …   Wikipedia

  • Algorithm — Flow chart of an algorithm (Euclid s algorithm) for calculating the greatest common divisor (g.c.d.) of two numbers a and b in locations named A and B. The algorithm proceeds by successive subtractions in two loops: IF the test B ≤ A yields yes… …   Wikipedia

  • Memetic algorithm — Memetic algorithms (MA) represent one of the recent growing areas of research in evolutionary computation. The term MA is now widely used as a synergy of evolutionary or any population based approach with separate individual learning or local… …   Wikipedia

  • Genetic algorithm in economics — Genetic algorithms are used to model the learning behaviour of economic agents. The term genetic algorithm is often abbreviated as GA. The genetic algorithm is a particular class of evolutionary algorithm inspired by evolutionary biology. A… …   Wikipedia

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