Evolutionary synthesis of hybrid controllers

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Letia:2015:ieeeICCP,

• author = "Tiberiu S. Letia and Attila O. Kilyen",
• booktitle = "2015 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP)",
• title = "Evolutionary synthesis of hybrid controllers",
• year = "2015",
• pages = "133--140",
• abstract = "Automatic synthesis of control systems for hybrid systems is the main goal of the current approach. Such applications are found in the cyber-physical systems. These systems usually include some hardware components endowed with sensors and actuators that integrate software components. Each of the software components provides verified control competences. The research had the goal to conceive a method capable to automatically synthesise the software that implements specified competences and join them to compose the necessary hybrid control system. Enhanced Time Petri Nets (ETPNs) are used to model the different control components that react accordingly to expected competences. The ETPNs can model concurrent structures as well as their implementation behaviours. These models can be described by an ETPN based language (ETPNL). The capability descriptions are transformed into Lisp expressions that allow the use of Genetic Programming (GP) to guide the software evolution according to some performance criteria. The evolutionary system is used to perform the controller adaptations to their specific environments. For the general purpose, the control system is composed of Discrete Event Controller (DEC) and/or Discrete Time Controller (DTC), each of them providing different kinds of competences. The control system synthesis of an electric hydro power plant composed of a lake and two generators is used to show the application of this approach.",
• keywords = "genetic algorithms, genetic programming",
• DOI = "doi:10.1109/ICCP.2015.7312618",
• month = sep,
• notes = "Also known as \cite{7312618}",

}

Genetic Programming entries for Tiberiu S Letia Attila O Kilyen

Citations