Difference between monotonic and nonmonotonic reasoning
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A Monotonic reasoning is more of a well-driven fact which does not retract over a new spectrum of evidence. The knowledge base is of fixed size and can not be updated as in prologue file which is fixed during the clause checking and does not update that automatically.
A non-monotonic reasoning is a heuristic inference which can be invalidated or retracted further by adding more pieces of evidence and data facts. A machine has the capability to learn itself by getting possible operations on it so when clauses are given to it. It updates the database when conflicting situations are not created, else it gets demoted from current set and is moved to the update set that is not in use and checked further for its positive clause of fact.
A non-monotonic reasoning is a heuristic inference which can be invalidated or retracted further by adding more pieces of evidence and data facts. A machine has the capability to learn itself by getting possible operations on it so when clauses are given to it. It updates the database when conflicting situations are not created, else it gets demoted from current set and is moved to the update set that is not in use and checked further for its positive clause of fact.
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