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2014 | OriginalPaper | Buchkapitel

On a Decidable Formal Theory for Abstract Continuous-Time Dynamical Systems

verfasst von : Ievgen Ivanov, Mykola Nikitchenko, Uri Abraham

Erschienen in: Information and Communication Technologies in Education, Research, and Industrial Applications

Verlag: Springer International Publishing

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Abstract

We propose a decidable formal theory which describes high-level properties of abstract continuous-time dynamical systems called Nondeterministic Complete Markovian Systems (NCMS). NCMS is a rather general class of systems which can represent discrete and/or continuous evolutions in continuous time and which is sufficient for modeling a wide range of real-time information processing and cyber-physical systems (CPS). We illustrate the obtained results with a proof of the mutual exclusion property of a CPS which implements Peterson’s algorithm.

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Literatur
1.
Zurück zum Zitat Baheti, R., Gill, H.: Cyber-physical systems. In: Samad, T., Annaswamy, A. (eds.) The Impact of Control Technology, pp. 161–166. IEEE, New York (2011) Baheti, R., Gill, H.: Cyber-physical systems. In: Samad, T., Annaswamy, A. (eds.) The Impact of Control Technology, pp. 161–166. IEEE, New York (2011)
2.
Zurück zum Zitat Lee, E.A., Seshia, S.A.: Introduction to embedded systems: a cyber-physical systems approach. Lulu.com (2013) Lee, E.A., Seshia, S.A.: Introduction to embedded systems: a cyber-physical systems approach. Lulu.com (2013)
3.
Zurück zum Zitat Shi, J., Wan, J., Yan, H., Suo, H.: A survey of cyber-physical systems. In: 2011 International Conference on Wireless Communications and Signal Processing (WCSP), pp. 1–6. IEEE (2011) Shi, J., Wan, J., Yan, H., Suo, H.: A survey of cyber-physical systems. In: 2011 International Conference on Wireless Communications and Signal Processing (WCSP), pp. 1–6. IEEE (2011)
5.
Zurück zum Zitat Barbashin, E.: Introduction to Stability Theory. Nauka (in Russian), Moscow (1967) Barbashin, E.: Introduction to Stability Theory. Nauka (in Russian), Moscow (1967)
6.
Zurück zum Zitat Emelyanov, S.: Variable Structure Systems. Nauka (in Russian), Moscow (1967) Emelyanov, S.: Variable Structure Systems. Nauka (in Russian), Moscow (1967)
7.
Zurück zum Zitat Utkin, V.I.: Sliding Modes in Control and Optimization. Communications and Control Engineering. Springer, Heidelberg (1992)CrossRefMATH Utkin, V.I.: Sliding Modes in Control and Optimization. Communications and Control Engineering. Springer, Heidelberg (1992)CrossRefMATH
8.
Zurück zum Zitat Samoilenko, A., Perestyuk, N.: Impulsive Differential Equations. World Scientific, Singapore and River Edge (1995)MATH Samoilenko, A., Perestyuk, N.: Impulsive Differential Equations. World Scientific, Singapore and River Edge (1995)MATH
9.
Zurück zum Zitat Lakshmikantham, V., Banov, D.D., Simeonov, P.S.: Theory of Impulsive Differential Equations. World Scientific Publishing Company, Singapore (1989)CrossRefMATH Lakshmikantham, V., Banov, D.D., Simeonov, P.S.: Theory of Impulsive Differential Equations. World Scientific Publishing Company, Singapore (1989)CrossRefMATH
10.
Zurück zum Zitat Filippov, A.: Differential Equations with Discontinuous Righthand Sides: Control Systems. Mathematics and Its Applications. Springer, New York (1988)CrossRef Filippov, A.: Differential Equations with Discontinuous Righthand Sides: Control Systems. Mathematics and Its Applications. Springer, New York (1988)CrossRef
11.
Zurück zum Zitat Liberzon, D.: Switching in Systems and Control. Systems & Control: Foundations & Applications. Birkhauser Boston Inc., Boston (2003)CrossRefMATH Liberzon, D.: Switching in Systems and Control. Systems & Control: Foundations & Applications. Birkhauser Boston Inc., Boston (2003)CrossRefMATH
12.
Zurück zum Zitat Witsenhausen, H.: A class of hybrid-state continuous-time dynamic systems. IEEE Trans. Autom. Control 11, 161–167 (1966)CrossRef Witsenhausen, H.: A class of hybrid-state continuous-time dynamic systems. IEEE Trans. Autom. Control 11, 161–167 (1966)CrossRef
13.
Zurück zum Zitat Tavernini, L.: Differential automata and their discrete simulators. Nonlinear Anal. Theor. Methods Appl. 11, 665–683 (1987)CrossRefMATHMathSciNet Tavernini, L.: Differential automata and their discrete simulators. Nonlinear Anal. Theor. Methods Appl. 11, 665–683 (1987)CrossRefMATHMathSciNet
14.
Zurück zum Zitat Nerode, A., Kohn, W.: Models for hybrid systems: automata, topologies, controllability, observability. In: Grossman, R.L., Nerode, A., Ravn, A.P., Rischel, H. (eds.) HS 1991 and HS 1992. LNCS, vol. 736, pp. 317–356. Springer, Heidelberg (1993)CrossRef Nerode, A., Kohn, W.: Models for hybrid systems: automata, topologies, controllability, observability. In: Grossman, R.L., Nerode, A., Ravn, A.P., Rischel, H. (eds.) HS 1991 and HS 1992. LNCS, vol. 736, pp. 317–356. Springer, Heidelberg (1993)CrossRef
15.
Zurück zum Zitat Branicky, M.S.: Studies in hybrid systems: modeling, analysis, and control. Ph.D. thesis, Massachusetts Institute of Technology (1995) Branicky, M.S.: Studies in hybrid systems: modeling, analysis, and control. Ph.D. thesis, Massachusetts Institute of Technology (1995)
16.
17.
Zurück zum Zitat Alur, R., Courcoubetis, C., Henzinger, T.A., Ho, P.H.: Hybrid automata: an algorithmic approach to the specification and verification of hybrid systems. In: Grossman, R.L., Nerode, A., Ravn, A.P., Rischel, H. (eds.) HS 1991 and HS 1992. LNCS, vol. 736, pp. 209–229. Springer, Heidelberg (1993)CrossRef Alur, R., Courcoubetis, C., Henzinger, T.A., Ho, P.H.: Hybrid automata: an algorithmic approach to the specification and verification of hybrid systems. In: Grossman, R.L., Nerode, A., Ravn, A.P., Rischel, H. (eds.) HS 1991 and HS 1992. LNCS, vol. 736, pp. 209–229. Springer, Heidelberg (1993)CrossRef
18.
Zurück zum Zitat Alur, R., Courcoubetis, C., Halbwachs, N., Henzinger, T.A., Ho, P.H., Nicollin, X., Olivero, A., Sifakis, J., Yovine, S.: The algorithmic analysis of hybrid systems. Theoret. Comput. Sci. 138, 3–34 (1995)CrossRefMATHMathSciNet Alur, R., Courcoubetis, C., Halbwachs, N., Henzinger, T.A., Ho, P.H., Nicollin, X., Olivero, A., Sifakis, J., Yovine, S.: The algorithmic analysis of hybrid systems. Theoret. Comput. Sci. 138, 3–34 (1995)CrossRefMATHMathSciNet
19.
Zurück zum Zitat Henzinger, T.A.: The theory of hybrid automata. In: Proceedings of Eleventh Annual IEEE Symposium Logic in Computer Science LICS ’96, pp. 278–292 (1996) Henzinger, T.A.: The theory of hybrid automata. In: Proceedings of Eleventh Annual IEEE Symposium Logic in Computer Science LICS ’96, pp. 278–292 (1996)
20.
Zurück zum Zitat Maler, O., Manna, Z., Pnueli, A.: From timed to hybrid systems. In: de Bakker, J.W., Huizing, C., de Roever, W.P., Rozenberg, G. (eds.) REX 1991. LNCS, vol. 600, pp. 447–484. Springer, Heidelberg (1992)CrossRef Maler, O., Manna, Z., Pnueli, A.: From timed to hybrid systems. In: de Bakker, J.W., Huizing, C., de Roever, W.P., Rozenberg, G. (eds.) REX 1991. LNCS, vol. 600, pp. 447–484. Springer, Heidelberg (1992)CrossRef
21.
Zurück zum Zitat Alur, R., Henzinger, T.A.: Modularity for timed and hybrid systems. In: Mazurkiewicz, A., Winkowski, J. (eds.) CONCUR 1997. LNCS, vol. 1243, pp. 74–88. Springer, Heidelberg (1997)CrossRef Alur, R., Henzinger, T.A.: Modularity for timed and hybrid systems. In: Mazurkiewicz, A., Winkowski, J. (eds.) CONCUR 1997. LNCS, vol. 1243, pp. 74–88. Springer, Heidelberg (1997)CrossRef
23.
Zurück zum Zitat Barringer, H., Kuiper, R., Pnueli, A.: A really abstract concurrent model and its temporal logic. In: POPL, pp. 173–183. ACM Press (1986) Barringer, H., Kuiper, R., Pnueli, A.: A really abstract concurrent model and its temporal logic. In: POPL, pp. 173–183. ACM Press (1986)
24.
25.
Zurück zum Zitat Chaochen, Z., Hansen, M.R., Sestoft, P.: Decidability and undecidability results for duration calculus. In: Enjalbert, P., Wagner, K.W., Finkel, A. (eds.) STACS 1993. LNCS, vol. 665, pp. 58–68. Springer, Heidelberg (1993)CrossRef Chaochen, Z., Hansen, M.R., Sestoft, P.: Decidability and undecidability results for duration calculus. In: Enjalbert, P., Wagner, K.W., Finkel, A. (eds.) STACS 1993. LNCS, vol. 665, pp. 58–68. Springer, Heidelberg (1993)CrossRef
26.
Zurück zum Zitat Li, X.: Decidability of mean value calculus. J. Comp. Sci. Tech. 14, 173–180 (1999)CrossRefMATH Li, X.: Decidability of mean value calculus. J. Comp. Sci. Tech. 14, 173–180 (1999)CrossRefMATH
27.
Zurück zum Zitat Platzer, A.: Logical Analysis of Hybrid Systems: Proving Theorems for Complex Dynamics. Springer, Heidelberg (2010)CrossRef Platzer, A.: Logical Analysis of Hybrid Systems: Proving Theorems for Complex Dynamics. Springer, Heidelberg (2010)CrossRef
28.
30.
Zurück zum Zitat Rabinovich, A.: On translations of temporal logic of actions into monadic second order logic. Theoret. Comput. Sci. 193, 197–214 (1998)CrossRefMATHMathSciNet Rabinovich, A.: On translations of temporal logic of actions into monadic second order logic. Theoret. Comput. Sci. 193, 197–214 (1998)CrossRefMATHMathSciNet
31.
Zurück zum Zitat Bellini, P., Mattolini, R., Nesi, P.: Temporal logics for real-time system specification. ACM Comput. Surv. 32, 12–42 (2000)CrossRef Bellini, P., Mattolini, R., Nesi, P.: Temporal logics for real-time system specification. ACM Comput. Surv. 32, 12–42 (2000)CrossRef
32.
Zurück zum Zitat Hirshfeld, Y., Rabinovich, A.: Logics for real time: decidability and complexity. Fundam. Inf. 62, 1–28 (2004)MATHMathSciNet Hirshfeld, Y., Rabinovich, A.: Logics for real time: decidability and complexity. Fundam. Inf. 62, 1–28 (2004)MATHMathSciNet
33.
Zurück zum Zitat Zhang, J., Johansson, K.H., Lygeros, J., Sastry, S.: Zeno hybrid systems. Int. J. Robust Nonlinear Control 11, 435–451 (2001)CrossRefMATHMathSciNet Zhang, J., Johansson, K.H., Lygeros, J., Sastry, S.: Zeno hybrid systems. Int. J. Robust Nonlinear Control 11, 435–451 (2001)CrossRefMATHMathSciNet
34.
Zurück zum Zitat Birkhoff, G.D.: Dynamical Systems. American Mathematical Society, New York (1927)MATH Birkhoff, G.D.: Dynamical Systems. American Mathematical Society, New York (1927)MATH
35.
Zurück zum Zitat Nemytskii, V., Stepanov, V.: Qualitative Theory of Differential Equations. GITTL (in Russian), Moscow (1949) Nemytskii, V., Stepanov, V.: Qualitative Theory of Differential Equations. GITTL (in Russian), Moscow (1949)
36.
Zurück zum Zitat Gottschalk, W.H., Hedlund, G.A.: Topological Dynamics. American Mathematical Society Colloquium Publications, New York (1955)MATH Gottschalk, W.H., Hedlund, G.A.: Topological Dynamics. American Mathematical Society Colloquium Publications, New York (1955)MATH
38.
Zurück zum Zitat Hájek, O.: Theory of processes, I. Czech. Math. J. 17, 159–199 (1967) Hájek, O.: Theory of processes, I. Czech. Math. J. 17, 159–199 (1967)
39.
40.
Zurück zum Zitat Kloeden, P.E.: General control systems. In: Coppel, W.A. (ed.) Mathematical Control Theory. Lecture Notes in Mathematics, vol. 680, pp. 119–137. Springer, Heidelberg (1978)CrossRef Kloeden, P.E.: General control systems. In: Coppel, W.A. (ed.) Mathematical Control Theory. Lecture Notes in Mathematics, vol. 680, pp. 119–137. Springer, Heidelberg (1978)CrossRef
41.
Zurück zum Zitat Kalman, R.E., Falb, P.L., Arbib, M.A.: Topics in Mathematical System Theory. Pure & Applied Mathematics S. McGraw-Hill Education, New York (1969)MATH Kalman, R.E., Falb, P.L., Arbib, M.A.: Topics in Mathematical System Theory. Pure & Applied Mathematics S. McGraw-Hill Education, New York (1969)MATH
42.
Zurück zum Zitat Mesarovic, M.D., Takahara, Y.: Abstract Systems Theory. Lecture Notes in Control and Information Sciences. Springer, Heidelberg (1989)CrossRefMATH Mesarovic, M.D., Takahara, Y.: Abstract Systems Theory. Lecture Notes in Control and Information Sciences. Springer, Heidelberg (1989)CrossRefMATH
43.
Zurück zum Zitat Matrosov, V.M., Anapolskiy, L., Vasilyev, S.: The Method of Comparison in Mathematical Systems Theory. Nauka (in Russian), Novosibirsk (1980) Matrosov, V.M., Anapolskiy, L., Vasilyev, S.: The Method of Comparison in Mathematical Systems Theory. Nauka (in Russian), Novosibirsk (1980)
44.
45.
Zurück zum Zitat Bushaw, D.: Dynamical polysystems and optimisation. J. Differ. Equ. 2, 351–356 (1963)MathSciNet Bushaw, D.: Dynamical polysystems and optimisation. J. Differ. Equ. 2, 351–356 (1963)MathSciNet
46.
Zurück zum Zitat Movchan, A.: Stability of processes in two metrics. Applied Math. Mech. (in Russian) 24, 988–1001 (1960) Movchan, A.: Stability of processes in two metrics. Applied Math. Mech. (in Russian) 24, 988–1001 (1960)
47.
Zurück zum Zitat Hájek, O.: Theory of processes, II. Czech. Math. J. 17, 372–398 (1967) Hájek, O.: Theory of processes, II. Czech. Math. J. 17, 372–398 (1967)
48.
Zurück zum Zitat Ivanov, I.: A criterion for existence of global-in-time trajectories of non-deterministic Markovian systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G. (eds.) ICTERI 2012. CCIS, vol. 347, pp. 111–130. Springer, Heidelberg (2013)CrossRef Ivanov, I.: A criterion for existence of global-in-time trajectories of non-deterministic Markovian systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G. (eds.) ICTERI 2012. CCIS, vol. 347, pp. 111–130. Springer, Heidelberg (2013)CrossRef
49.
Zurück zum Zitat Ivanov, I.: On existence of total input-output pairs of abstract time systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G. (eds.) ICTERI 2013. CCIS, vol. 412, pp. 308–331. Springer, Heidelberg (2013)CrossRef Ivanov, I.: On existence of total input-output pairs of abstract time systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G. (eds.) ICTERI 2013. CCIS, vol. 412, pp. 308–331. Springer, Heidelberg (2013)CrossRef
50.
Zurück zum Zitat Ivanov, I.: An abstract block formalism for engineering systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G., Zavileysky, M., Kravtsov, H., Kobets, V., Peschanenko, V.S. (eds.) ICTERI. CEUR Workshop Proceedings, vol. 1000, pp. 448–463. CEUR-WS.org (2013) Ivanov, I.: An abstract block formalism for engineering systems. In: Ermolayev, V., Mayr, H.C., Nikitchenko, M., Spivakovsky, A., Zholtkevych, G., Zavileysky, M., Kravtsov, H., Kobets, V., Peschanenko, V.S. (eds.) ICTERI. CEUR Workshop Proceedings, vol. 1000, pp. 448–463. CEUR-WS.org (2013)
51.
Zurück zum Zitat Rabin, M.: Decidability of second-order theories and automata on infinite trees. Trans. AMS 141, 1–35 (1969)MATHMathSciNet Rabin, M.: Decidability of second-order theories and automata on infinite trees. Trans. AMS 141, 1–35 (1969)MATHMathSciNet
52.
Zurück zum Zitat Abraham, U., Ivanov, I., Nikitchenko, M.: Proving behavioral properties of distributed algorithms using their compositional semantics. In: Proceedings of the First International Seminar Specification and Verification of Hybrid Systems, 10–12 October 2011, Taras Shevchenko National University of Kyiv, pp. 9–19 (2011) Abraham, U., Ivanov, I., Nikitchenko, M.: Proving behavioral properties of distributed algorithms using their compositional semantics. In: Proceedings of the First International Seminar Specification and Verification of Hybrid Systems, 10–12 October 2011, Taras Shevchenko National University of Kyiv, pp. 9–19 (2011)
Metadaten
Titel
On a Decidable Formal Theory for Abstract Continuous-Time Dynamical Systems
verfasst von
Ievgen Ivanov
Mykola Nikitchenko
Uri Abraham
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-13206-8_4