Fuzzy Reasoning and Its ApplicationsE. H. Mamdani, Brian R. Gaines Since the theory of fuzzy sets was proposed in 1965, it has undergone many developments and has been applied in a variety of systems. Many of the key papers on both theory and applications have appeared in the "International Journal of Man-Machine Studies." The fifteen most significant papers on fuzzy sets in that journal have been collected in this volume, with the aim of presenting a coherent picture of linguistic fuzzy reasoning and its applications, particularly in the control of industrial processes. These are papers which deserves the attention of those interested in the field, including computer scientists, control engineers and researchers in artificial intelligence. |
Contents
Introduction | 1 |
Basic concepts underlying translation into PRUF | 16 |
Translation rules of Types I II and III | 28 |
Copyright | |
42 other sections not shown
Common terms and phrases
agreement event agreement probability algorithm analysis application artificial intelligence assertion assignment atomic axioms behaviour cement kiln classical complete lattice Computer Science concepts control actions database defined definition degree denotes described descriptors Diagnosis equivalent example expressed f-set formal fuzzy controller fuzzy logic fuzzy reasoning fuzzy relation fuzzy set theory fuzzy subset given Goguen hedges inference input interpretation isomorphic kiln knowledge label lattice leaf leafspots halos leafspots watersoaked margin linguistic Łukasiewicz Łukasiewicz logic MAMDANI mathematical meaning measure membership function modal logic morphism multi-valued logic natural language plant possibility distribution primary subsets problems proposition PRUF Queen Mary College R₁ Report representation representing rules selector semantic semiring Set(V simulation statement structure tall technique Theorem translation true truth value types U₁ universe of discourse V-sets vague variables verbal models yellow halos Zadeh