Integrating Case-Based and Model-Based Reasoning: A Computational Model of Design Problem Solving

Authors

  • Ashok K. Goel

DOI:

https://doi.org/10.1609/aimag.v13i2.1000

Abstract

My Ph.D. dissertation (Goel 1989) presents a computational model of experience-based design. It first reviews the core issues in experience-based design, for example, (1) the content of a design experience (or case), (2) the internal organization of design cases, (3) the language for indexing the cases, (4) the mechanism for retrieving a case relevant to a given design task, (5) the mechanism for adapting a retrieved design to satisfy the constraints of the design task, (6) the mechanism for evaluating a design against the specification of the design task, (7) the mechanism for redesigning a failed design, (8) the mechanism for acquiring new design knowledge, (9) the mechanism for chunking information about a design into a new case, and (10) the mechanism for storing a new case in memory for potential reuse in the future. It then proposes that decisions about these issues might lie in the designer's comprehension of the designs of artifacts he/she has encountered in the past, that is, in his/her mental models of how the designs achieve the functions and satisfy the constraints of the artifacts.

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Published

1992-06-15

How to Cite

Goel, A. K. (1992). Integrating Case-Based and Model-Based Reasoning: A Computational Model of Design Problem Solving. AI Magazine, 13(2), 50. https://doi.org/10.1609/aimag.v13i2.1000

Issue

Section

Workshop Reports