Title :
Test formalism in relational diagnosis - a possibilistic approach
Author_Institution :
University of Galati, Romania
Abstract :
Following the works of J.O. Raiman and M. Shirley (1991), J. Lang (1996), and S. McIlraith and R. Reiter (1992), the paper propose a novel approach of "test" and "test plan" concepts for hypothesis discrimination generated during the abductive step of the diagnosis reasoning process. The originality of the presented approach consists of the fact that we discuss the test concept and test properties for a relational diagnosis problem and in particular for the possibilistic context. Our objective is constructing an "optimal" test plan to discriminate the hypothesis space
Keywords :
diagnostic reasoning; heuristic programming; possibility theory; abductive step; diagnosis reasoning process; hypothesis discrimination; hypothesis space; optimal test plan; possibilistic approach; possibilistic context; relational diagnosis; relational diagnosis problem; test concept; test formalism; test plan; test properties; Computational efficiency; Context modeling; Fuzzy sets; Logic testing; Performance evaluation; Possibility theory; Prototypes; Uncertainty;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944675