Discussion
Which approach solves a new problem by adapting an old one?
Answer: C
Case-based reasoning retrieves the most similar stored case, adapts its solution to the new situation, tests the result and retains it as a new case. It suits domains where experience is plentiful but general rules are hard to state, such as law and helpdesk support. Model-based reasoning, chaining and meta-reasoning are different. Its retain step gives it a learning capability rule bases lack. A single measurement chosen to respond to the one asymmetry beats several that respond to shared behaviour.
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