how to use memory and reason
Assumptions of Case-Based Reasoning
Case Adaptation
(1) Model of the World
(2) Recursive reasoning
Further reading:
Vattam, S. S., Helms, M. E., & Goel, A. K. (2008). Compound analogical design: interaction between problem decomposition and analogical transfer in biologically inspired design. In Design Computing and Cognition'08 (pp. 377-396). Springer Netherlands.
Case Adaptation by Rules
Case Evaluation
T-Square Resources (case_based_reasoning_an_overview _1_.pdf)
Case Storage
Case Storage by Index
Case Storage by Discrimination Tree
↓update
Topic described further in Winston page 403
Case Retrieval Revisited
Advanced Case-Based Reasoning
but the storage can be very large soon => utility problem (comment: curse of dimensionality???)
only store interesting enough information
1 problem: should we forget things?