Abstract
Domains of generalized probability have been introduced in order to provide a general construction of random events, observables and states. It is based on the notion of a cogenerator and the properties of product. We continue our previous study and show how some other quantum structures fit our categorical approach. We discuss how various epireflections implicitly used in the classical probability theory are related to the transition to fuzzy probability theory and describe the latter probability theory as a genuine categorical extension of the former. We show that the IF-probability can be studied via the fuzzy probability theory. We outline a “tensor modification” of the fuzzy probability theory.
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Adámek, J.: Theory of Mathematical Structures. Reidel, Dordrecht (1983)
Bugajski, S.: Statistical maps I. Basic properties. Math. Slovaca 51, 321–342 (2001)
Bugajski, S.: Statistical maps II. Operational random variables. Math. Slovaca 51, 343–361 (2001)
Chovanec, F., Kôpka, F.: D-posets. In: Engesser, K., Gabbay, D.M., Lehmann, D. (eds.) Handbook of Quantum Logic and Quantum Structures: Quantum Structures, pp 367–428. Elsevier, Amsterdam (2007)
Chovanec, F., Frič, R.: States as morphisms. Internat. J. Theoret. Phys. 49, 3050–3060 (2010)
Coecke, B.: Introducing categories to the practicing physicist. In: Sica, G. (ed.) What is Category Theory, pp 45–74. Polimetrica, Monza (2006)
Dvurečenskij, A., Pulmannová, S.: New Trends in Quantum Structures. Kluwer Academic Publ. and Ister Science, Dordrecht and Bratislava (2000)
Frič, R.: Łukasiewicz tribes are absolutely sequentially closed bold algebras. Czechoslovak Math. J. 52, 861–874 (2002)
Frič, R.: Remarks on statistical maps and fuzzy (operational) random variables. Tatra Mt. Math. Publ. 30, 21–34 (2005)
Frič, R.: Statistical maps: a categorical approach. Math. Slovaca 57, 41–57 (2007)
Frič, R.: Extension of domains of states. Soft Comput. 13, 63–70 (2009)
Frič, R.: Simplex-valued probability. Math. Slovaca 60, 607–614 (2010)
Frič, R.: On D-posets of fuzzy sets. Math. Slovaca 64, 545–554 (2014)
Frič, R., Papčo, M.: On probability domains. Internat. J. Theoret. Phys. 49, 3092–3100 (2010)
Frič, R., Papčo, M.: A categorical approach to probability. Stud. Logica. 94, 215–230 (2010)
Frič, R., Papčo, M.: Fuzzification of crisp domains. Kybernetika 46, 1009–1024 (2010)
Frič, R., Papčo, M.: On probability domains II. Internat. J. Theoret. Phys. 50, 3778–3786 (2011)
Goguen, J.A.: A categorical manifesto. Math. Struct. Comp. Sci. 1, 49–67 (1991)
Gudder, S.: Fuzzy probability theory. Demonstratio Math. 31, 235–254 (1998)
Havlíčková, J.: Real functions and the extension of generalized probability measure. Tatra Mt. Math. Publ. 55, 85–94 (2013)
Havlíčková, J.: Real functions and the extension of generalized probability measure II. (Submitted.)
Kolmogorov, A. N.: Grundbegriffe der wahrscheinlichkeitsrechnung. Springer, Berlin (1933)
Kôpka, F., Chovanec, F.: D-posets. Math. Slovaca 44, 21–34 (1994)
Loève, M.: Probability theory. D. Van Nostrand, Inc., Princeton (1963)
Mesiar, R.: Fuzzy sets and probability theory. Tatra Mt. Math. Publ. 1, 105–123 (1992)
Navara, M.: Tribes revisited. In: Bodenhofer, U., De Baets, B., Klement, E.P., Saminger-Platz, S. (eds.) 30th Linz Seminar on Fuzzy Set Theory: The Legacy of 30 Seminars—-Where Do We Stand and Where Do We Go?, pp 81–84. Johannes Kepler University, Linz (2009)
Papčo, M.: On measurable spaces and measurable maps. Tatra Mt. Math. Publ. 28, 125–140 (2004)
Papčo, M.: On fuzzy random variables: examples and generalizations. Tatra Mt. Math. Publ. 30, 175–185 (2005)
Papčo, M.: On effect algebras. Soft Comput. 12, 373–379 (2008)
Papčo, M.: Fuzzification of probabilistic objects. In: 8th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013), pp 67–71 (2013), doi:10.2991/eusat.2013.10
Riečan, B., Mundici, D.: Probability on MV-algebras. In: Pap, E. (ed.) Handbook of Measure Theory, Vol. II, pp 869–910. North-Holland, Amsterdam (2002)
Riečan, B., Neubrunn, T.: Integral, Measure, and Ordering. Kluwer Acad. Publ., Dordrecht-Boston-London (1997)
Riečan, B.: Analysis of fuzzy logic models. In: Koleshko, V.M. (ed.) Systems, Intelligent, pp 219–244. In Tech, Rijeka (2012)
Skřivánek, V., Frič, R.: Generalized random events. Int. J. Theor. Phys. (2015, in press)
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This work was supported by the Slovak Research and Development Agency [contract No. APVV-0178-11]; and Slovak Scientific Grant Agency [VEGA project 2/0046/11].
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Frič, R., Papčo, M. On Probability Domains III. Int J Theor Phys 54, 4237–4246 (2015). https://doi.org/10.1007/s10773-014-2471-4
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DOI: https://doi.org/10.1007/s10773-014-2471-4