genetic programming

genetic programming
A search heuristic that explores the space of computer programs and is based on biological evolution.

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  • Genetic programming — In artificial intelligence, genetic programming (GP) is an evolutionary algorithm based methodology inspired by biological evolution to find computer programs that perform a user defined task. It is a specialization of genetic algorithms where… …   Wikipedia

  • Genetic programming — Die Genetische Programmierung (GP) ist wie der Genetische Algorithmus (GA) und die Evolutionsstrategie (ES) ein heuristisches Optimierungsverfahren und gehört in die Klasse der Evolutionären Algorithmen (EA). GP wird wie andere EA verwendet, um… …   Deutsch Wikipedia

  • Linear genetic programming — is unrelated to linear programming . Linear Genetic Programming (LGP) is a particular subset of genetic programming wherein computer programs in population are represented as a sequence of instructions from imperative programming language or… …   Wikipedia

  • Genetic representation — is a way of representing solutions/individuals in evolutionary computation methods. Genetic representation can encode appearance, behavior, physical qualities of individuals. Designing a good genetic representation that is expressive and… …   Wikipedia

  • Genetic algorithm — A genetic algorithm (GA) is a search heuristic that mimics the process of natural evolution. This heuristic is routinely used to generate useful solutions to optimization and search problems. Genetic algorithms belong to the larger class of… …   Wikipedia

  • Gene expression programming — (GEP) is an evolutionary algorithm that evolves populations of computer programs in order to solve a user defined problem. GEP has similarities, but is distinct to, the evolutionary computational method of Genetic Programming. In Genetic… …   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

  • Schema (genetic algorithms) — A schema is a template in computer science used in the field of genetic algorithms that identifies a subset of strings with similarities at certain string positions. Schemata are a special case of cylinder sets; and so form a topological… …   Wikipedia

  • Quality control and genetic algorithms — In engineering and manufacturing, quality control is involved in developing systems to ensure products or services are designed and produced to meet or exceed customer requirements. Genetic algorithms are search techniques, used in computing to… …   Wikipedia

  • Inferential programming — In ordinary computer programming, the programmer keeps the program s intended results in mind and painstakingly constructs a computer program to achieve those results. Inferential programming refers to (still mostly hypothetical) techniques and… …   Wikipedia

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