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Algebra and Logic of Rough Sets

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Rough Sets

Part of the book series: Advances in Soft Computing ((AINSC,volume 15))

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Abstract

In this Chapter, we discuss algebraic structures induced in collections of rough sets and we present two logical structures, rooted respectively in intuitionistic and modal logics, which reflect properties of indiscernibility and tolerance relations that arise in the attribute¡ªvalue formalization of information systems. The foundations for this discussion were laid in the papers [Pawlak 81b, 82b, 87], (Orlowska—Pawlak 84a,b].

Certes, a shadwe hath the likeness of the thing of which it is shadwe, but shadwe is nat the same thing of which it is shadwe

Chaucer, The Canterbury Tales, The Parson’s Tale

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Works quoted

  1. D. A. Archangelsky and M. A. Taitslin, A logic for information systems, Studia Logica, 58 (1997), pp. 3–16.

    Article  MathSciNet  MATH  Google Scholar 

  2. M. Banerjee and M. K. Chakraborty, Rough logics: a survey with further directions, in: E. Orlowska (ed.), Incomplete Information: Rough Set Analysis, Studies in Fuzziness and Soft Computing, vol. 13, Physica Verlag, Heidelberg, 1998, pp. 579–600.

    Google Scholar 

  3. D. Becchio, Logique trivalente de Lukasiewicz, Ann. Sci. Univ. Clermont—Ferrand, 16 (1978), pp. 38–89.

    Google Scholar 

  4. D. Becchio, Nouvelle démonstration de la complétude du systéme de Wajsberg axiomatisant la logique trivalente de Lukasiewicz, C. R. Paris, 275 (1972), pp. 679–681.

    MathSciNet  MATH  Google Scholar 

  5. V. Boicescu, A. Filipoiu, S. Georgescu and S. Rudeanu, Lukasiewicz—Moisil Algebras, North Holland, Ansterdam, 1991.

    MATH  Google Scholar 

  6. G. Cattaneo, Abstract approximation spaces for rough theories,in: [Orlowska98], pp. 59–98.

    Google Scholar 

  7. A. Obtulowicz, Rough sets and Heyting algebra valued sets, Bull. Polish Acad. Sci. Math., 33 (1985), pp. 454–476.

    Google Scholar 

  8. G. Cattaneo, Generalized rough sets. Preclusivity fuzzy—intuitionistic (BZ) lattices, Studia Logica, 58 (1997), pp. 47–77.

    Article  MathSciNet  MATH  Google Scholar 

  9. R. Cignoli, Algebras de Moisil de orden n, Doctoral Thesis, Univ. Nacional del Sur, Bahia Blanca, Brasil, 1969.

    Google Scholar 

  10. S. Comer, On connections between information systems, rough sets and algebraic logic, in: Algebraic Methods in Logic and Computer Science, Banach Center Publ., 28, Warszawa, 1993.

    Google Scholar 

  11. I. Duentsch, Rough sets and algebras of relations,in: [Orlowska98], pp. 95–108.

    Google Scholar 

  12. I. Duentsch, Rough relation algebras, Fundamenta Informaticae, 21 (1994), pp. 321–331.

    Google Scholar 

  13. G. Epstein, The lattice theory of Post algebras, Trans. Amer. Math. Soc., 95 (1960), 300–317.

    Google Scholar 

  14. G. Gentzen, Untersuchungen über das logische Schliessen. I, II, Mathematische Zeitschrift 39 (1934–5), pp. 176–210, 405–431.

    Google Scholar 

  15. L. Iturrioz, Lukasiewicz and symmetrical Heyting algebras, Zeit. Math. Logik u. Grundl. Math., 23 (1977), pp. 131–136.

    Google Scholar 

  16. T. B. Iwinski, Rough orders and rough set concepts, Bull. Polish Acad. Ser. Sci. Math., 37 (1988), pp. 187–192.

    Google Scholar 

  17. T. B. Iwinski, Algebraic approach to rough sets, Bull. Polish Acad. Ser. Sci. Math., 35 (1987), pp. 673–683.

    Google Scholar 

  18. Gr. C. Moisil, Sur les logiques de Lukasiewicz d un nombre fini de valeurs, Rev. Roumaine Math. Pures Appl., 9 (1964), pp. 905–920, 583–595.

    Google Scholar 

  19. Gr. C. Moisil, Les logiques non—chrysippiennes et leurs applications, Acta Phil. Fennica, 16 (1963), pp. 137–152.

    Google Scholar 

  20. Gr. C. Moisil, Sur les idéaux des algébres lukasiewicziennes trivalentes, An. Univ. C. I. Parhon, Acta logica, 3 (1960), pp. 83–95, 244–258.

    Google Scholar 

  21. Gr. C. Moisil, Logique modale, Disquisitiones Math. Phys., 2 (1942), pp. 3–98, 217–328, 341–441.

    Google Scholar 

  22. E. Post, Introduction to a general theory of elementary propositions, Amer. J. Math., 43 (1921), pp. 163–185.

    Google Scholar 

  23. A. Nakamura, Graded modalities in rough logic, in: L. Polkowski and A. Skowron (eds.), Rough Sets in Knowledge Discovery. Methodology and Applications, Studies in Fuzziness and Soft Computing, vol. 18, Physica Verlag, Heidelberg, 1998, pp. 192–208.

    Google Scholar 

  24. D. Nelson, Constructible falsity, The Journal of Symbolic Logic, 14 (1949), pp. 16–26.

    Google Scholar 

  25. E. Orlowska, ed., Incomplete Information: Rough Set Analysis, Studies in Fuzzines and Soft Computing vol. 13, Physica Verlag, Heidelberg, 1998.

    Google Scholar 

  26. E. Orlowska, Logic for reasoning about knowledge, Z. Math. Logik u. Grund. d. Math., 35 (1989), pp. 559–572.

    Article  MathSciNet  MATH  Google Scholar 

  27. E. Orlowska, Logic approach to information systems, Fundamenta Informaticae, 8 (1985), pp. 359–378.

    MathSciNet  Google Scholar 

  28. E. Orlowska, Modal logics in the theory of info nation systems,Z. Math. Logik u. Grund.d. Math., 30 (1984), pp. 213–222.

    Google Scholar 

  29. E. Orlowska and Z. Pawlak, Logical foundations of knowledge representation, Reports of the Comp. Centre of the Polish Academy of Sciences, 537, 1984.

    Google Scholar 

  30. E. Orlowska and Z. Pawlak, Representation of non-deterministic information, Theor. Computer Science, 29 (1984), pp. 27–39.

    MathSciNet  Google Scholar 

  31. P. Pagliani, Rough set theory and logic-algebraic structures,in: [Orlowska98], pp. 109–192.

    Google Scholar 

  32. P. Pagliani, A practical introduction to the modal-relational approach to approximation spaces,in: [Polkowski-Skowron98a], pp. 209–232.

    Google Scholar 

  33. P. Pagliani, Rough sets and Nelson algebras, Fundamenta informaticae, 27 (1996), pp. 205–219.

    MathSciNet  Google Scholar 

  34. Z. Pawlak, Rough logic, Bull. Polish Acad. Sci. Tech., 35 (1987), pp. 253–258.

    Google Scholar 

  35. Z. Pawlak, Rough sets, algebraic and topological approach, Int. J. Inform. Comp. Sciences, 11 (1982), pp. 341–366.

    Google Scholar 

  36. Z. Pawlak, Information systems-theoretical foundations, Information Systems, 6 (1981), pp. 205–218.

    Google Scholar 

  37. J. Pomykala and J. A. Pomykala, The Stone algebra of rough sets, Bull. Polish Acad. Ser. Sci. Math., 36 (1988), 495–508.

    MathSciNet  MATH  Google Scholar 

  38. H. Rasiowa, An Algebraic Approach to Non-Classical Logics, PWN-Polish Scientific Publishers — North-Holland, Warszawa—Amsterdam, 1974.

    MATH  Google Scholar 

  39. H. Rasiowa and A. Skowron, Rough concept logic, LNCS vol. 208, Springer Verlag, Berlin, 1986, pp. 288–297.

    Google Scholar 

  40. H. Rasiowa and A. Skowron, The first step towards an approximation logic, J. Symbolic Logic, 51 (1986), p. 509.

    Google Scholar 

  41. H. Rasiowa and A. Skowron, Approximation logic, Proc. Conf. on Mathematical Methods of Specification and Synthesis of Software Systems, Akademie Verlag, Berlin, 1986, pp. 123–139.

    Google Scholar 

  42. H. Rasiowa and A. Skowron, A rough concept logic, in: A. Skowron (ed.), Proc. the 5th Symposium on Comp. Theory, Lecture Notes in Computer Science, vol. 208 (1984), pp. 197–227.

    Google Scholar 

  43. C. M. Rauszer, Dependency of attributes in information systems, Bull. Polish Acad. Sci. Math., 33 (1985), pp. 551–559.

    Google Scholar 

  44. C. M. Rauszer, An equivalence between theory of functional dependencies and a fragment of intuitionistic logic, Bull. Polish Acad. Sci. Math., 33 (1985), pp. 571–579.

    Google Scholar 

  45. C. M. Rauszer, An equivalence between indiscernibility relations in information systems and a fragment of intuitionistic logic, in: A. Skowron (ed.), Proc. the 5th Symp. Comp. Theory, Lecture Notes in Computer Science, vol. 208, Springer Verlag, Berlin, 1984, pp. 298–317.

    Google Scholar 

  46. P. Rosenbloom, Post algebras.I. Postulates and general theory, Amer. J. Math., 64 (1942), pp. 167–183.

    Google Scholar 

  47. G. Rousseu, Post algebras and pseudo—Post algebras, Fund. Math., 67 (1970), pp. 133–145.

    Google Scholar 

  48. T. Traczyk, Axioms and some properties of Post algebras, Collor. Math., 10 (1963), pp. 193–209.

    Google Scholar 

  49. D. Vakarelov, Modal logics for knowledge representation systems, Lecture Notes in Computer Science, vol. 363 (1989), pp. 257–277.

    Google Scholar 

  50. J. Varlet, Algébres de Lukasiewicz trivalentes, Bull. Soc. Roy.

    Google Scholar 

  51. M. Wajsberg, Axiomatization of the three—valued sentential calculus (in Polish, Summary in German), C. R. Soc. Sci. Lettr. Varsovie, 24 (1931), 126–148.

    Google Scholar 

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Polkowski, L. (2002). Algebra and Logic of Rough Sets. In: Rough Sets. Advances in Soft Computing, vol 15. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1776-8_12

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  • DOI: https://doi.org/10.1007/978-3-7908-1776-8_12

  • Publisher Name: Physica, Heidelberg

  • Print ISBN: 978-3-7908-1510-8

  • Online ISBN: 978-3-7908-1776-8

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