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 vi
... performance of design systems I. F. C. Smith, D. Haroud and B. Faltings A combined generative and patching approach to automate design by assembly J. P. Tsang Cognitive aspects of design The cognitive psychology viewpoint on design ...
... performance of design systems I. F. C. Smith, D. Haroud and B. Faltings A combined generative and patching approach to automate design by assembly J. P. Tsang Cognitive aspects of design The cognitive psychology viewpoint on design ...
Page 26
... performance specifications and natural language connotations (Colajanni B., 1989). These descriptions are points of a space of features, where a minimal distance search can be performed in order to identify the object from which the ...
... performance specifications and natural language connotations (Colajanni B., 1989). These descriptions are points of a space of features, where a minimal distance search can be performed in order to identify the object from which the ...
Page 41
... performance conflicts. The analysis of quantifiable performance levels is a central aspect of design. This is almost always linked to the meeting of specifications. 3. AN APPLICATION This section presents a sample application of the ...
... performance conflicts. The analysis of quantifiable performance levels is a central aspect of design. This is almost always linked to the meeting of specifications. 3. AN APPLICATION This section presents a sample application of the ...
Page 60
... performance offers certain advantages over conventional rule-based output. One such advantage is the ability of a connectionist system to generalise while retaining information about exceptions (Rumelhart and McClelland, 1986). The ...
... performance offers certain advantages over conventional rule-based output. One such advantage is the ability of a connectionist system to generalise while retaining information about exceptions (Rumelhart and McClelland, 1986). The ...
Page 61
... there are 31 unique combinations of structure types', or 0.89% of the total possible number of combinations. This is a small sample size, and the performance of the possible number of combinations. This is a small sample size, 61.
... there are 31 unique combinations of structure types', or 0.89% of the total possible number of combinations. This is a small sample size, and the performance of the possible number of combinations. This is a small sample size, 61.
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