Abstract
The Time Operator and Internal Age are intrinsic features of Entropy producing Innovation Processes. The innovation spaces at each stage are the eigenspaces of the Time Operator. The internal Age is the average innovation time, analogous to lifetime computation. Time Operators were originally introduced for Quantum Systems and highly unstable Dynamical Systems. The goal of this work is to present recent extensions of Time Operator theory to regular Markov Chains and Networks in a unified way and to illustrate the Non-Commutativity of Net Operations like Selection and Filtering in the context of Knowledge Networks.
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References
Dugas, R.: A History of Mechanics, Griffon, Switzerland. Dover Republication, New York (1988)
Laplace, P.: Essai Philosophique sur les Probabilités, Transl. by F. Truscott and F. Emory, Dover, New York (1951)
Littmann, M.: Planets Beyond: Discovering the Outer Solar System. Wiley, New York (1988)
Clausius, R.: The Mechanical Theory of Heat. McMillan, London (1879)
Poincaré, H.: Les Methodes Nouvelles de la Mécanique Céleste Vols 1-3, Gauthier-Villars, Paris; English Translation, American Inst. Physics, New York (1993)
Barrow-Green, J.: Poincaré and the three body problem. American Mathematical Society and London Mathematical Society (1997)
Prigogine, I.: From Being to Becoming. Freeman, New York (1980)
Lighthill, J.: The recently recognized failure of predictability in Newtonian dynamics. Proc. Roy. Soc. London A407, 35–50 (1986)
Kolmogorov, A.N.: Entropy per unit time as a metric invariant of Automorphisms. Dokl. Akad. Nauk SSSR 124, 754–755 (1959)
Cornfeld, I., Fomin, S., Ya, Sinai: Ergodic Theory. Springer-Verlag, Berlin (1982)
Kondepudi, D., Prigogine, I.: Modern Thermodynamics: From Heat Engines to Dissipative Structures. Wiley, New York (1998)
Misra, B.: Nonequilibrium Entropy, Lyapounov variables, and ergodic properties of classical systems. In: Proceedings of the National Academy of Sciences USA, vol. 75, pp. 1627–1631 (1978)
Misra, B., Prigogine, I., Courbage, M.: From deterministic dynamics to probabilistic descriptions. Phy. A: Stat. Mech. Appl. 98(1), 1–26 (1979). doi:10.1016/0378-4371(79)90163-8
Courbage, M., Misra, B.: On the equivalence between Bernoulli dynamical systems and stochastic Markov processes. Phy. A: Stat. Mech. Appl. 104(3), 359–377 (1980). doi:10.1016/0378-4371(80)90001-1
Misra, B., Prigogine, I., Courbage, M.: Lyapunov variable: entropy and measurements in quantum mechanics. Proc. Nat. Acad. Sci. USA 76, 4768–4772 (1979)
Pauli, W.: Prinzipien der Quantentheorie 1. In: S. Flugge (ed.) Encyclopedia of Physics, vol. 5, Springer-Verlag, Berlin. English Translation: P. Achuthan and K. Venkatesan, General Principles of Quantum Mechanics. Springer, Berlin (1980)
Putnam, C.R.: Commutation Properties of Hilbert Space Operators and Related Topics. Springer-Verlag, Berlin (1967)
Courbage, M.: On necessary and sufficient conditions for the existence of time and entropy operators in quantum mechanics. Lett. Math. Phy. 4(6), 425–432 (1980). doi:10.1007/BF00943427
Lockhart, C.M., Misra, B.: Irreversibility and measurement in quantum mechanics. Phy. A: Stat. Mech. Appl. 136(1), 47–76 (1986). doi:10.1016/0378-4371(86)90042-7
Antoniou, I., Suchanecki, Z., Laura, R., Tasaki, S.: Intrinsic irreversibility of quantum systems with diagonal singularity. Phy. A: Stat. Mech. Appl. 241(3), 737–772 (1997)
Courbage, M., Fathi, S.: Decay probability distribution of quantum-mechanical unstable systems and time operator. Phy. A: Stat. Mech. Appl. 387(10), 2205–2224 (2008)
Rosenfeld, L.: Questions of irreversibility and ergodicity. In: Caldirola, P. (eds.) Proceedings of the International School of Physics “Enrico Fermi”, Course XIv, pp. 1–20. Academic Press, New York (1960)
George, C., Prigogine, I., Rosenfeld, L.: The macroscopic level of quantum mechanics. Kon. Danske Videns. Sels. Mat-fys. Meddelelsev 38(12), 1–44 (1973)
Atmanspacher, H.: Propositional lattice for the logic of temporal predictions. In: Antoniou, I., Lambert, F. (eds.) Solitons and Chaos, pp. 58–70. Springer, Berlin (1991)
Luzzi, R., Ramos, J.G., Vasconcellos, A.R.: Rosenfeld-prigogine’s complementarity of description in the context of informational statistical thermodynamics. Phys. Rev. E 57, 244–251 (1998)
Antoniou, I.: Internal Time and Irreversibility of Relativistic Dynamical Systems, Ph.D. thesis, University of Brussels (1988)
Antoniou, I., Misra, B.: Non-unitary transformations of conservative to dissipative evolutions. J. Phys. A. Math. Gen. 24, 2723–2729 (1991)
Antoniou, I.: Information and dynamical systems. In: Atmanspacher, H., Scheingraber, H. (eds.) Information Dynamics, pp. 221–236. Plenum, New York (1991)
Antoniou, I., Misra, B.: Relativistic internal time operator. Int. J. Theor. Phy. 31, 119–136 (1992)
Lockhart, C.M., Misra, B., Prigogine, I.: Geodesic instability and internal time in relativistic cosmology. Phy. Rev. D 25(4), 921 (1982). doi:10.1103/PhysRevD.25.921
Antoniou, I., Sadovnichii, V., Shkarin, S.: Time operators and shift representation of dynamical systems. Physica A299, 299–313 (1999)
Antoniou, I., Suchanecki, Z.: Non-uniform time operator Chaos Wavelets Interval. Chaos Solitons Fractals 11, 423–435 (2000)
Antoniou, I.: The time operator of the cusp map. Chaos Solitons Fractals 12, 1619–1627 (2001)
Antoniou, I., Shkarin, S.A.: Resonances and time operator for the cusp map. Chaos Solitons Fractals 17, 445–448 (2003)
Antoniou, I., Gustafson, K., Suchanecki, Z.: On the inverse problem of statistical physics: from irreversible semigroups to chaotic dynamics. Physica A 252, 345–361 (1998)
Antoniou, I., Suchanecki, Z.: Time Operators Associated to Dilations of Markov Processes. In: Iannelli, M., Lumer, G. (eds.) Evolution Equations: Applications to Physics, Industry, Life Sciences Economics. Progress in Nonlinear Differential Equations and their Applications, vol. 55, pp. 13–23. Birkhauser Verlag, Basel (2003)
Antoniou, I., Prigogine, I., Sadovnichii, V., Shkarin, S.: Time operator for diffusion. Chaos Solitons Fractals 11, 465–477 (2000)
Antoniou, I., Gustafson, K.: Haar’s wavelets and differential equations. J. Diff. Equ. 34, 829–832 (1998)
Antoniou, I., Gustafson, K.: Wavelets and stochastic processes. Math. Comput. Simul. 49, 81–104 (1999)
Antoniou, I., Gustafson, K.: The time operator of wavelets. Chaos, Solitons Fractals 11, 443–452 (2000)
Antoniou, I., Suchanecki, Z.: Internal time and innovation. In: Buccheri, R., et al. (eds.) The Nature of Time: Geometry, Physics and Perception. Kluwer, Netherlands (2003)
Antoniou, I., Christidis, T.: Bergson’s time and the time operator. Mind Matter 8(2), 185–202 (2010)
Gialampoukidis, I.: The time operator and age of evolutionary processes, Ph.D. thesis, School of Mathematics, Aristotle University of Thessaloniki (2014)
Gialampoukidis, I., Gustafson, K., Antoniou, I.: Time operator of Markov chains and mixing times. Applications to financial data. Phy. A: Stat. Mech. Appl. 415, 141–155 (2014)
Gialampoukidis, I., Gustafson, K., Antoniou, I.: Financial time operator for random walk markets. Chaos Solitons Fractals 57, 62–72 (2013). doi:10.1016/j.chaos.2013.08.010
Gustafson, K., Antoniou, I.: Financial time operator and the complexity of time. Mind Matter 11(1), 83–100 (2013)
Gialampoukidis, I., Antoniou, I.: Age, innovations and time operator of networks. Physica A 432, 140–155 (2015)
Wiener, N.: Cybernetics or Control and Communication in the Animal and the Machine. MIT Press, Cambridge (1948)
Bergson, H.: Société Française de Philosophie Conference Proceedings, Bulletin de la Société française de Philosophie, vol. 22(3), pp. 102–113 (1922)
Gialampoukidis, I., Antoniou, I.: Entropy, age and time operator. Entropy 17, 407–424 (2015). doi:10.3390/e17010407
Atmanspacher, H.: Dynamical entropy in dynamical systems. In: Atmanspacher, H., Ruhnau, E. (eds.) Time, Temporality, Now, Experiencing Time and Concepts of Time in an Interdisciplinary Perspective, pp. 327–346. Springer, Heidelberg (1997)
Kolmogorov, A.N.: Foundations of the Theory of Probability, 2nd English edn. Chelsea, New York (1956)
Kemeny, J.G., Snell, J.L.: Finite Markov Chains, D. Van Nostrand (1960)
Erdős, P., Rényi, A.: On the evolution of random graphs. Publ. Math. Inst. Hung. Acad. Sci. 5, 17–61 (1960)
Bollobás, B.: Random Graphs. Springer, New York (1998)
Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509–512 (1999). doi:10.1126/science.286.5439.509
Albert, R., Barabási, A.L.: Statistical mechanics of complex networks. Rev. Modern Phys. 74(1), 47 (2002). doi:10.1103/RevModPhys.74.47
Levene, M., Loizou, G.: Kemeny’s constant and the random surfer. Am. Math. Monthly 109, 741–745 (2002)
Jenamani, M., Mohapatra, P.K., Ghose, S.: A stochastic model of e-customer behavior. Electron. Commer. Res. Appl. 2(1), 81–94 (2003). doi:10.1016/S1567-4223(03)00010-3
Kirkland, S.: Fastest expected time to mixing for a Markov chain on a directed graph. Linear Algebra Appl. 433(11), 1988–1996 (2010)
Crisostomi, E., Kirkland, S., Shorten, R.: A Google-like model of road network dynamics and its application to regulation and control. Int. J. Control 84(3), 633–651 (2011)
Brin, S., Page, L.: The anatomy of a large-scale hypertextual Web search engine. Comput. Netw. ISDN Syst. 30(1), 107–117 (1998)
Hamilton, J.D.: A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica: J. Econometric Soc. 57, 357–384 (1989)
Makris, G., Antoniou, I.: Cryptography with chaos. Chaotic Model. Simul. (CMSIM) 1, 169–178 (2013)
Meyers, A. (ed.): Encyclopedia of Complexity and Systems Science. Springer, New York (2009)
Watts, J., Strogatz, S.: Collective dynamics of small-world networks. Nature 393, 440–442 (1998)
Strogatz, S.: Sync: The Emerging Science of Spontaneous Order. Hyperion, New York (2003)
Newman, M.: Networks: An Introduction. Oxford University Press, Oxford (2010)
Caldarelli, G., Vespignani, A.: Large Scale Structure and Dynamics of Complex Networks: From Information Technology to Finance and Natural Science. World Scientific, Singapore (2007)
Barrat, A., Barthelemy, M., Vespignani, A.: Dynamical Processes on Complex Networks. Cambridge University Press, Cambridge (2008)
Jackson, M.: Social and Economic Networks. Princeton University Press, New Jersey (2008)
Lewis, T.G.: Network Science: Theory and Applications. Wiley, Hoboken (2010)
Estrada, E.: The Structure of Complex Networks. Oxford University Press, New York (2010)
Euler, L.: Solutio problematic ad Geometriam situs pertinentis. Comm. Academiae Petropolitanae, 8, 128–140 (1736)
Poincaré, H.: Analysis situs. J. de l’École Polytechnique ser 2(1), 1–123 (1895)
Lefschetz, S.: Applications of Algebraic Topology: Graphs and Networks. Springer, Berlin (1975)
Biggs, N., Lloyd, E., Wilson, R.: Graph Theory 1736–1936. Clarendon Press, Oxford (1977)
Heykin, S.: Neural Networks: A Comprehensive Foundation. Pearson Prentice Hall, New Jersey (1999)
Moreno, J.L.: Who Shall Survive? A New Approach to the Problem of Human Interrelations, 3d edn. Nervous and Mental Disease Publishing Co., Washington, D.C. (1978)
Freeman, L.: The Development of Social Network Analysis: A Study in the Sociology of Science. Empirical Press, Vancouver (2004)
Wasserman, S., Faust, K.: Social Network Analysis: Methods and Applications. Cambridge University Press, New York (1994)
Newman, M.: Communities, modules and large-scale structure in networks. Nature Phy. 8, 25–31 (2012)
Edmonds, B., Meyer, R. (eds.): Simulating Social Complexity: A Handbook. Springer, Berlin (2013)
Lieberman, E., Hauert, C., Nowak, M.A.: Evolutionary dynamics on graphs. Nature 433(7023), 312–316 (2005)
Krol, D., Fay, D., Gabryś, B.: Propagation Phenomena in Real World Networks. Springer, New York (2015)
Knuth, D.: Two notes on notation. Am. Math. Monthly 99(5), 403–422 (1992)
Cross, R., Parker, A.: The Hidden Power of Social Networks. Harvard Business Press, Boston (2004)
Ioannidis, E., Antoniou, I.: Knowledge Networks Dynamics. Hellenic Mathematical Society Congress (to appear)
Acknowledgements
The present work has benefitted from the highly interactive and at the same time relaxed atmosphere which emerged during the Quantum Interaction Conference. Special thanks to H. Atmanspacher and T. Filk who catalyzed the event, for fruitful discussions and for supporting our contribution. We acknowledge the Aristotle University of Thessaloniki and especially the Research Committee for supporting one of us (IG) and the Faculty of Sciences.
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Antoniou, I., Gialampoukidis, I., Ioannidis, E. (2016). Age and Time Operator of Evolutionary Processes. In: Atmanspacher, H., Filk, T., Pothos, E. (eds) Quantum Interaction. QI 2015. Lecture Notes in Computer Science(), vol 9535. Springer, Cham. https://doi.org/10.1007/978-3-319-28675-4_5
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