Artificial Intelligence in Design '91J. S. Gero Artificial Intelligence in Design '91 is a collection of 47 papers from the First International Conference on Artificial Intelligence in Design held at Edinburgh in June 1991. The papers in this book are grouped into 13 headings, starting with a background of AI design systems and to which extent AI that results from being used as planning tool be applied to quality-oriented design processes in architecture. A constraint-driven approach to object-oriented design is also shown on real-world objects. The use of CADSYN in the structural design of buildings is examined, along with design-dependent knowledge and design-independent knowledge. Discussions on empowering designers with integrated design environments are given whereby design objects may be retrieved from catalogues without requiring users to form queries. Mention is given to automated adjustment of parameter values frequently used in computer routine applications. The book also introduces the Computer Aided Design (CAD) as applied to architecture. Design representation using data models, non-monotonic reasoning in design, and the cognitive aspects of design using empirical studies are discussed. Topics of the industrial applications of AI in design, such as the needed steps to develop a successful AI-based tool, and a review of the Castlemain Project and telecommunication distribution networks follow. This book is suitable for programmers, computer science students, and architects and engineers who use computers in their line of work. |
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Page 23
... identify what is relevant to him and what can point to a fruitful area of research. The paradigm enables the scientist to organize and streamline the complexity of °A distinction should be drawn between the meanings attributed to the ...
... identify what is relevant to him and what can point to a fruitful area of research. The paradigm enables the scientist to organize and streamline the complexity of °A distinction should be drawn between the meanings attributed to the ...
Page 24
... identify the specific architectural features or qualities of a set of works, that is, the style of a given author or age (Flemming U., 1987). At the same time, artificial intelligence techniques are being increasingly used in ...
... identify the specific architectural features or qualities of a set of works, that is, the style of a given author or age (Flemming U., 1987). At the same time, artificial intelligence techniques are being increasingly used in ...
Page 26
... identify the object from which the design process will start. Actually the description of the object is rather coarse, as it takes into considerations only some topologic and geometric characteristics. The third reasoner operates small ...
... identify the object from which the design process will start. Actually the description of the object is rather coarse, as it takes into considerations only some topologic and geometric characteristics. The third reasoner operates small ...
Page 59
... identify the strict limitations imposed on connectionist systems as a result. Only more recently has it been demonstrated that the limitations of orthoginality need not apply to more sophisticated connectionist systems (Rummelhart et al ...
... identify the strict limitations imposed on connectionist systems as a result. Only more recently has it been demonstrated that the limitations of orthoginality need not apply to more sophisticated connectionist systems (Rummelhart et al ...
Page 63
... identified. For our example, after 300 cycles the matrix performs in every respect as previously, with the single exception that the input pattern for Element 1 produces a “unique classification in contradiction to the rule'. Implicit ...
... identified. For our example, after 300 cycles the matrix performs in every respect as previously, with the single exception that the input pattern for Element 1 produces a “unique classification in contradiction to the rule'. Implicit ...
Contents
1 | |
Learning in design1 | 247 |
Learning in design2 | 301 |
Nonmonotonic reasoning in design | 421 |
Conceptual design | 643 |
Applications of AI in design | 783 |
Integrated designsystems and tools | 857 |
Author index | 941 |
Author electronic addresses | 942 |
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Common terms and phrases
abstraction action activity algorithm alternative analysis application approach architecture artifact Artificial Intelligence attributes automated behavior blackboard blackboard system CAAD CAD system case-based reasoning circuit design complex components computer-aided design concept connectionism connectionist constraints construction context database decisions decomposition defined described design knowledge design object design problem design process design solution design system design task design variables design-dependent device domain knowledge domain theory drug design elements evaluation example expert system function geometric Gero goal heuristics hierarchy ICADS identify implemented inference input instance instantiated integrated interaction interface knowledge base knowledge representation knowledge sources knowledge-based learning machine learning mechanism method modified module nodes object-oriented operation optimisation parameters performance pharmacophore Prolog qualitative relationships representation represented rules selection semantic space specific structure sub-system truth maintenance system values