APPLICATION OF GENETIC PROGRAMMING AND OF REDUCED TRANSITION TABLES METHOD AND OF DECISION TREES METHOD FOR CONSTRUCTING A CONTROL SYSTEM FOR A MODEL OF AN UNMANNED AIRCRAFT

Dmitry Sokolov, Fedor Tsarev, Andrey Davydov

2008 , VOLUME 08, NUMBER 8 ( April )

ISSN 2226-1494 (print), ISSN 2500-0373 (online)

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Vladimir O.
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APPLICATION OF GENETIC PROGRAMMING AND OF REDUCED TRANSITION TABLES METHOD AND OF DECISION TREES METHOD FOR CONSTRUCTING A CONTROL SYSTEM FOR A MODEL OF AN UNMANNED AIRCRAFT

D. Sokolov, F. Tsarev, A. Davydov

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Abstract

Application of genetic algorithms for construction of control systems for systems with complex behavior is considered in this paper. Two methods (reduced tables method and decision trees method) of automata representation are used. Application of these methods is illustrated on the problem of unmanned aircraft control.

Keywords: genetic programming, finite state machine, unmanned aircraft, automata-based programming

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