Truth Maintenance System (TMS)

GPTKB entity

Statements (42)
Predicate Object
gptkbp:instanceOf Artificial Intelligence concept
gptkbp:abbreviation Truth Maintenance System
gptkbp:category Knowledge representation
AI algorithms
Logic systems
Reasoning systems
gptkbp:component AI reasoning systems
gptkbp:developedBy gptkb:Jon_Doyle
gptkbp:documentedIn AAAI proceedings
Artificial Intelligence journals
Jon Doyle's 1979 PhD thesis
gptkbp:enables Dynamic updating of beliefs
Efficient belief revision
Explanation of reasoning steps
gptkbp:handles Belief dependencies
Contradictions in knowledge bases
Truth maintenance
gptkbp:hasComponent Labels
Assumptions
Nodes
Dependency graphs
Justifications
Nogoods
https://www.w3.org/2000/01/rdf-schema#label Truth Maintenance System (TMS)
gptkbp:influenced gptkb:Assumption-based_Truth_Maintenance_System_(ATMS)
Logic programming
Constraint satisfaction
Model-based diagnosis
gptkbp:introducedIn 1979
gptkbp:purpose Handle non-monotonic reasoning
Maintain consistency of beliefs
gptkbp:relatedTo gptkb:logic
Knowledge representation
Belief revision
Dependency-directed backtracking
gptkbp:type Assumption-based TMS
Justification-based TMS
gptkbp:usedIn gptkb:artificial_intelligence
gptkb:Expert_Systems
gptkb:Automated_Reasoning
gptkbp:bfsParent gptkb:Assumption-based_Truth_Maintenance_System_(ATMS)
gptkbp:bfsLayer 7