Artificial Intelligence in Design '91John 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
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Page 194
... architecture that will be described in the context of the JANUS system . The domain of JANUS is the architectural floor plan design of a kitchen . The system is implemented in Common Lisp , and runs on Symbolics Lisp machines ...
... architecture that will be described in the context of the JANUS system . The domain of JANUS is the architectural floor plan design of a kitchen . The system is implemented in Common Lisp , and runs on Symbolics Lisp machines ...
Page 318
... architecture , that have embedded within them a limited number of simple learning mechanisms . The use of an integrated architecture that embodies a fixed set of mechanisms , including one for learning , can have a significant impact ...
... architecture , that have embedded within them a limited number of simple learning mechanisms . The use of an integrated architecture that embodies a fixed set of mechanisms , including one for learning , can have a significant impact ...
Page 865
... Architecture The central concept in the HOBS architecture is that segments of design expertise or resources are organised into a hierarchy of objects ( or Knowledge Sources ) , which are controlled through a blackboard mechanism ( the ...
... Architecture The central concept in the HOBS architecture is that segments of design expertise or resources are organised into a hierarchy of objects ( or Knowledge Sources ) , which are controlled through a blackboard mechanism ( the ...
Contents
Artificial intelligence paradigms and design | ix |
Can planning be a research paradigm in architectural design? | 23 |
Constraintbased reasoning in design | 77 |
Copyright | |
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abstraction action activity algorithm alternative analysis application approach architecture artifact Artificial Intelligence attributes automated behavior blackboard blackboard system CAAD CAD system case-based reasoning complex components computer-aided design concept connectionism connectionist constraints construction context database decisions decomposition defined definition described design knowledge design object design problem design process design solution design system design task design variables design-dependent device domain experts domain knowledge domain theory drug design elements Engineering 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 mechanism method modified module nodes object-oriented operation optimisation parameters performance pharmacophore Prolog qualitative relationships represented rules selection semantic space specific structure sub-system truth maintenance system values