Possibility theory is not fully compositional! A comment on a short note by H.J. Greenberg

Abstract A recent short note [H.J. Greenberg, Fuzzy Sets and Systems 86 (1997) 249–250] has assumed that a possibility measure is fully compositional with respect to negation, conjunction and disjunction. Up to a trivial exception, such a possibility measure does not exist. This short note recalls that the calculus of possibility measures on Boolean propositions is not compositional (except for the disjunction) and has little to do with the fully compositional max-min calculus of degrees of truth for fuzzy propositions.

[1]  Harvey J. Greenberg Possibilities of logically equivalent expressions , 1997, Fuzzy Sets Syst..

[2]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[3]  H. Zimmermann,et al.  Fuzzy Set Theory and Its Applications , 1993 .

[4]  A. Kandel,et al.  Fuzzy Switching and Automata , 1981, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  Richard C. T. Lee Fuzzy Logic and the Resolution Principle , 1971, JACM.

[6]  Glenn Shafer,et al.  Readings in Uncertain Reasoning , 1990 .

[7]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[8]  Didier Dubois,et al.  Fuzzy sets and systems ' . Theory and applications , 2007 .

[9]  Sankar K. Pal,et al.  Fuzzy models for pattern recognition , 1992 .

[10]  Franco P. Preparata,et al.  Continuously Valued Logic , 1972, J. Comput. Syst. Sci..

[11]  Philippe Smets Non-standard logics for automated reasoning , 1988 .

[12]  Didier Dubois,et al.  Can We Enforce Full Compositionality in Uncertainty Calculi? , 1994, AAAI.

[13]  Richard C. T. Lee,et al.  Some Properties of Fuzzy Logic , 1971, Inf. Control..

[14]  Didier Dubois,et al.  Possibility Theory - An Approach to Computerized Processing of Uncertainty , 1988 .

[15]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[16]  Didier Dubois,et al.  An introduction to possibilistic and fuzzy logics , 1990 .

[17]  Didier Dubois,et al.  Automated Reasoning Using Possibilistic Logic: Semantics, Belief Revision, and Variable Certainty Weights , 1994, IEEE Trans. Knowl. Data Eng..

[18]  James C. Bezdek,et al.  Analysis of fuzzy information , 1987 .

[19]  D. Dubois,et al.  Fuzzy sets in approximate reasoning, part 2: logical approaches , 1991 .

[20]  Abraham Kandel,et al.  On Minimization of Fuzzy Functions , 1973, IEEE Transactions on Computers.

[21]  Luis Fariñas del Cerro,et al.  An Ordinal View of Independence with Application to Plausible Reasoning , 1994, UAI.