Interactive Development of Cyber Physical Systems Using UETPN Model
Created by W.Langdon from
gp-bibliography.bib Revision:1.7975
- @InProceedings{Kilyen:2018:FedCSIS,
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author = "Attila O. Kilyen and Tiberiu S. Letia",
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title = "Interactive Development of Cyber Physical Systems
Using {UETPN} Model",
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booktitle = "2018 Federated Conference on Computer Science and
Information Systems (FedCSIS)",
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year = "2018",
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pages = "1035--1042",
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month = "9-12 " # sep,
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keywords = "genetic algorithms, genetic programming, hybrid
control, Petri nets,",
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URL = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=8511211",
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DOI = "doi:10.15439/2018F49",
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size = "8 pages",
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abstract = "This paper presents a novel approach to synthesise
hybrid controllers. A two-phase multi-objective
evolutionary algorithm was used to generate Unified
Enhanced Timed Petri Net (UETPN) models. These models
combine capabilities of timed Petri-nets, fuzzy logic
systems and simple arithmetic operators. They can
handle both event-like and continuous inputs (and
outputs). The first phase of the algorithm uses Koza
style genetic programming combined with multi-objective
methods such as NSGA-II and SPEA2 to obtain an initial
model. The second phase improves the initial model with
recombining the fuzzy rules with genetic algorithm GA.
In order to generate UETPN models (with GP), an
intermediate language was designed, called UETPN Lisp.
Four example are presented to exemplify the potential
of the proposed framework.",
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notes = "Also known as \cite{8511211}",
- }
Genetic Programming entries for
Attila O Kilyen
Tiberiu S Letia
Citations