From design experiences to generic mechanisms: Model-based learning in analogical design

Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM

Volumn 10, Issue 2, 1996, Pages 131-136

  Bhatta, Sambasiva R ^a   Goel, Ashok K ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

Analogy; Cased based Reasoning; Causal Teleological Mechanisms; Design; Model based Learning

Indexed keywords

COMPUTER SIMULATION; DESIGN; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; PROBLEM SOLVING;

CASED BASED REASONING; CAUSAL TELEOLOGICAL MECHANISMS; MODEL BASED LEARNING;

LEARNING SYSTEMS;

EID: 0030127724     PISSN: 08900604     EISSN: None     Source Type: Journal    
DOI: 10.1017/s0890060400001372     Document Type: Article

References (10)

1. Bhatta, S., & Goel, A. (1993). Learning generic mechanisms from experiences for analogical reasoning. Proc. of the Fifteenth Annual Conf. Cog. Sci. Soc., 237-242.
2. Bhatta, S., & Goel, A. (1994a), From design experiences to generic mechanisms: Model-based learning in analogical design. Proc. AID'94 Workshop Machine Learning in Design.
3. Bhatta, S., & Goel, A. (1994a). Discovery of physical principles from design experiences. AI EDAM 8(2), 113-123.
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5. Chandrasekaran, B., Goel, A., & Iwasaki, Y. (1993). Functional representation as design rationale. IEEE Computer, January, 48-56.
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10. Stroulia, E., & Goel, A. (1992). Generic ideological mechanisms and their use in case adaptation. Proc. Fourteenth Ann. Conf. Cog. Sci. Soc., 319-324.