Application of Genetic Programming for Generation of Controllers Represented by Automata

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Davydov:2009:INCOM,

• author = "Andrey Davydov and Dmitry Sokolov and Fedor Tsarev and Anatoly Shalyto",
• title = "Application of Genetic Programming for Generation of Controllers Represented by Automata",
• booktitle = "13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2009",
• year = "2009",
• pages = "Paper We--C7.4",
• address = "Moscow, Russia",
• month = jun # " 3-5",
• note = "Invited Session {"}Advanced Software Engineering in Industrial Automation II{"} (We-C7)",
• keywords = "genetic algorithms, genetic programming",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.557.8188",
• rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.557.8188",
• URL = "http://is.ifmo.ru/articles_en/_ifac-2009.pdf",
• URL = "https://ifac.papercept.net/conferences/scripts/abstract.pl?ConfID=8&Number=385",
• abstract = "This paper proposes an application of genetic programming for construction of state machines controlling systems with complex behaviour. Application of this method is illustrated on example of unmanned aerial vehicle (UAV) control. It helps to find control strategies of collaborative behaviour of UAV teams. Multi-agent approach is used, where every agent that controls a UAV is presented by a deterministic finite state machine. Two representations of finite state machines are used: abridged transition tables and decision trees. Novel algorithms for fixing connections between states and for removing unachievable branches of trees are proposed.",
• notes = "St Petersburg State University of IT, Mechanics and Optics",

}

Genetic Programming entries for Andrey Davydov Dmitry Sokolov Fedor Tsarev Anatoly Abramovich Shalyto

Citations