Automatic Generation of Programs

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F11%3A00173261" target="_blank" >RIV/62156489:43110/11:00173261 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Automatic Generation of Programs
Original language description
In this paper we describe two-level grammatical evolution (TLGE), which is a new method, designed to solve prediction tasks on agricultural and economical data. This method belongs to the group of artificial intelligence algorithms together with many other algorithms -- such as artificial neural networks, expert systems, etc. This method is based on the combination of two existing evolutionary algorithms -- grammatical evolution and differential evolution. Both methods are based on genetic algorithms. The paper describes general properties of genetic algorithms, which form the base of the methods used. The core part of the paper is the description of modified grammatical evolution algorithm (grammatical evolution with backward processing) together withthe description of two-level grammatical evolution. Although this method is applicable to different types of problems, this paper focuses solely on applications to non-linear regression problems. The section Applications and methods of e
Czech name
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Czech description
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Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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