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By Christopher Tong (Eds.)

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Additional info for Artificial Intelligence in Engineering Design. Models of Innovative Design, Reasoning about Physical Systems, and Reasoning about Geometry

Sample text

The DONTE system (Volume Π, Chapter 9) performs such hillclimbing in the space of circuit design problem formulations using top-down refinement, constraint processing, and design patching operations in its "inner loop". ). 6. Innovative design systems covered in this volume Table 1-5 classifies along the dimensions we discussed earlier the various in­ novative design systems described in later chapters of this book. Notice that most of these innovative design systems address design tasks involving syn­ thesis of the entire structure.

Useful dimen­ sions for taxonomizing design tasks include: available methods and knowledge (addressing that task); gap in abstraction levels between specification and im­ plementation; amount of unspecified (physical) structure; and amount and type of knowledge a system user can provide. Of primary importance in distinguishing types of design tasks is the amount and types of available knowledge (and the form in which the knowledge is avail­ able). The more design knowledge available in the right form, the more routine (or ’’direct") a design process can be used (involving a top-down refinement and/or hillclimbing process that converges on an acceptable design with little or no search).

5. Routine design systems covered in this volume Table 1-4 classifies along the dimensions we have been discussing the various routine design systems described in later chapters of this book. Notice that most of these routine design systems address design tasks involving parameter value assignment or structure configuration (but not "from scratch" synthesis of the entire structure). INTRODUCTION 25 Table 1-4: Categorization of Systems and Methods for Performing Routine Design SYSTEM OR METHOD DESIGN TASK conventional many optimization simple tasks techniques CHAPTER UNSPECIFIED DIRECTLY SUBPROBLEM ABSTRACT(VOL.

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