Non-monotonic logic - Wikipedia A non-monotonic logic is a formal logic whose entailment relation is not monotonic In other words, non-monotonic logics are devised to capture and represent defeasible inferences, i e , a kind of inference in which reasoners draw tentative conclusions, enabling reasoners to retract their conclusion (s) based on further evidence [1]
Non-monotonic Logic - Stanford Encyclopedia of Philosophy Non-monotonic logic (NML) is a family of formal logics designed to model and better understand defeasible reasoning Reasoners draw conclusions in a defeasible manner when they retain the right to retract these inferences upon the acquisition of further information
Nonmonotonic Logic - Cambridge University Press Assessment Nonmonotonic logics serve as formal models of defeasible reasoning, a type of reasoning where conclusions are drawn absent absolute certainty Defeasible reasoning takes place when scientists interpret experiments, in medical diagnosis, and in practical everyday situations
Monotonic Reasoning vs Non-Monotonic Reasoning - GeeksforGeeks Monotonic means something that does not vary or change Non-Monotonic means something which can vary according to the situation or condition Monotonic Reasoning is the process that does not change its direction or can say that it moves in the one direction
Nonmonotonic Logic - an overview | ScienceDirect Topics Nonmonotonic logics are defined as a set of logical systems that allow for the representation and handling of reasoning processes where conclusions can be withdrawn in light of new information, reflecting the complexities of intelligent behavior and decision-making in realistic situations
Nonmonotonic Reasoning | Books Gateway | MIT Press Nonmonotonic reasoning methods provide rigor similar to that of classical reasoning; they form a base for validation and verification and therefore increase confidence in intelligent systems that work with incomplete and changing information
nonmonotonic - definition and meaning - Wordnik In fact, the need for a nonmonotonic analysis of a number of AI applications was as persuasive as the strategic considerations urged by McCarthy, and in many ways more influential on the shape of the formalisms that emerged
Nonmonotonic Logics: Meaning and Utility - IJCAI It discusses the intuitive meaning behind nonmonotonic inferences, and argues that the proposed distinction between default inferences and au toepistemic ones should be abolished
Non-monotonic logic – Knowledge and References – Taylor Francis Non-monotonic logic refers to a type of logic that allows for the revision of previously drawn conclusions or inferences based on new information or changes in assumptions It is used in certain applications, such as logic programming, where the ability to modify or retract previous conclusions is necessary