Transformational maintenance by reuse of design histories
Transformational maintenance by reuse of design histories
Domain-based program synthesis using planning and derivational analogy
Domain-based program synthesis using planning and derivational analogy
Program developments: formal explanations of implementations
Communications of the ACM
Learning by Analogical Replay in PRODIGY: First Results
EWSL '91 Proceedings of the European Working Session on Machine Learning
Learning effective search control knowledge: an explanation-based approach
Learning effective search control knowledge: an explanation-based approach
Flexible reuse and modification in hierarchical planning: a validation structure-based approach
Flexible reuse and modification in hierarchical planning: a validation structure-based approach
The Redesign System: A Knowledge-Based Approach to VLSI CAD
IEEE Design & Test
Program derivation using analogy
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
CYPRESS-Soar: a case study in search and learning in algorithm design
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
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The feasibility of derivational analogy as a mechanism for improving problem-solving behavior has been shown for a variety of problem domains by several researchers. However, most of the implemented systems have been empirically evaluated in the restricted context of an already supplied base analog, or on a few isolated examples. In this paper, we address the utility of a derivational analogy based approach when the cost of retriE(ving analogs from a sizable case library, and the cost of retrieving inappropriate analogs is factored in.