Unified enhanced time Petri net models for development of the reactive applications

Leţia, Tiberiu; Kilyen, Attila O.

doi:10.1109/ebccsp.2017.8022831

Cited by 12 publications

(2 citation statements)

References 17 publications

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“…A. Definition of UETPN [3] contains not only the complete definition of the UTPN models, but some significant examples and applications also. In this section, only a brief introduction is given.…”

Section: Unified Enhanced Timed Petri Netmentioning

confidence: 99%

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Interactive development of cyber physical systems using UETPN model

Kilyen

Leţia

2018

Annals of Computer Science and Information Systems

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This paper presents a novel approach to synthesise hybrid controllers. A two-phase multi-objective evolutive 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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Section: Unified Enhanced Timed Petri Netmentioning

confidence: 99%

“…For an effortless expression of control algorithms, they were completed with mathematical operators. Their ability to competently model reactive applications is shown in [3]. They are fit for handling continuous (real number) variables and fuzzy logic variables and for performing simple arithmetical and logical operations.…”

Section: Introductionmentioning

confidence: 99%