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. |
From inside the book
Results 1-5 of 62
Page vii
... devices S. M. Kannapan and K. M. Marshek A segment-based approach to systematic design synthesis I. Horváth Design documentation Building a model for augmented design documentation A. C. B. Garcia and H. C. Howard Representing and ...
... devices S. M. Kannapan and K. M. Marshek A segment-based approach to systematic design synthesis I. Horváth Design documentation Building a model for augmented design documentation A. C. B. Garcia and H. C. Howard Representing and ...
Page 49
... devices. In this light we present some important features of connectionist systems and explore their use as the basis of design tools. INTRODUCTION Connectionist systems promote an interesting perspective on the confluence of artificial ...
... devices. In this light we present some important features of connectionist systems and explore their use as the basis of design tools. INTRODUCTION Connectionist systems promote an interesting perspective on the confluence of artificial ...
Page 50
... devices for generating ideas for designers, or 'AI enhanced' optimisation systems (Balachandran, 1988) as useful tools for evaluation. Of course, the issue of designing and evaluating design tools is not straightforward. In the same way ...
... devices for generating ideas for designers, or 'AI enhanced' optimisation systems (Balachandran, 1988) as useful tools for evaluation. Of course, the issue of designing and evaluating design tools is not straightforward. In the same way ...
Page 55
... devices in dealing with human cognition. This is a difficult step within the realm of AI research as an explanation is not generally considered interesting unless it has its roots in some form of mechanical behaviour. Mind and Metaphor ...
... devices in dealing with human cognition. This is a difficult step within the realm of AI research as an explanation is not generally considered interesting unless it has its roots in some form of mechanical behaviour. Mind and Metaphor ...
Page 57
... might miss? Connectionism in Practice Connectionist systems are computational devices based on the uniform distribution of information across networks of relatively simple elements ('weighted arcs and 57 PART TWO: CONNECTIONIST SYSTEMS.
... might miss? Connectionism in Practice Connectionist systems are computational devices based on the uniform distribution of information across networks of relatively simple elements ('weighted arcs and 57 PART TWO: CONNECTIONIST SYSTEMS.
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