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Wyszukujesz frazę "Lyapunov theory" wg kryterium: Temat


Wyświetlanie 1-2 z 2
Tytuł:
Modeling shortest path games with Petri nets: A Lyapunov based theory
Autorzy:
Clempner, J.
Powiązania:
https://bibliotekanauki.pl/articles/908393.pdf
Data publikacji:
2006
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
Nash equilibrium point
shortest path game
game theory
Lyapunov equilibrium point
Bellman’s equation
Lyapunov-like fuction
stability
teoria gier
funkcja Lapunowa
równanie Bellmana
stabilność
Opis:
In this paper we introduce a new modeling paradigm for shortest path games representation with Petri nets. Whereas previous works have restricted attention to tracking the net using Bellman’s equation as a utility function, this work uses a Lyapunov-like function. In this sense, we change the traditional cost function by a trajectory-tracking function which is also an optimal cost-to-target function. This makes a significant difference in the conceptualization of the problem domain, allowing the replacement of the Nash equilibrium point by the Lyapunov equilibrium point in game theory. We show that the Lyapunov equilibrium point coincides with the Nash equilibrium point. As a consequence, all properties of equilibrium and stability are preserved in game theory. This is the most important contribution of this work. The potential of this approach remains in its formal proof simplicity for the existence of an equilibrium point.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2006, 16, 3; 387-397
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Colored decision process Petri nets: Modeling, analysis and stability
Autorzy:
Clempner, J.
Powiązania:
https://bibliotekanauki.pl/articles/908525.pdf
Data publikacji:
2005
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
proces decyzyjny
kolorowane sieci Petriego
metoda Lapunowa
teoria gier
decision process
colored decision process Petri nets
stability
Lyapunov methods
optimization
game theory
Opis:
In this paper we introduce a new modeling paradigm for developing a decision process representation called the Colored Decision Process Petri Net (CDPPN). It extends the Colored Petri Net (CPN) theoretic approach including Markov decision processes. CPNs are used for process representation taking advantage of the formal semantic and the graphical display. A Markov decision process is utilized as a tool for trajectory planning via a utility function. The main point of the CDPPN is its ability to represent the mark-dynamic and trajectory-dynamic properties of a decision process. Within the mark-dynamic properties framework we show that CDPPN theoretic notions of equilibrium and stability are those of the CPN. In the trajectory-dynamic properties framework, we optimize the utility function used for trajectory planning in the CDPPN by a Lyapunov-like function, obtaining as a result new characterizations for final decision points (optimum point) and stability. Moreover, we show that CDPPN mark-dynamic and Lyapunov trajectory-dynamic properties of equilibrium, stability and final decision points converge under certain restrictions. We propose an algorithm for optimum trajectory planning that makes use of the graphical representation (CPN) and the utility function. Moreover, we consider some results and discuss possible directions for further research.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2005, 15, 3; 405-420
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
    Wyświetlanie 1-2 z 2

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