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 4
... described in the chemical engineering design literature. It should be useful, nevertheless, for any type of design where • there is a very large number of possible alternatives, • there is a reliable evaluator for the alternatives, and ...
... described in the chemical engineering design literature. It should be useful, nevertheless, for any type of design where • there is a very large number of possible alternatives, • there is a reliable evaluator for the alternatives, and ...
Page 10
... described by a collection of units and their connections. A unit is a Chemical Engineering unit operation with attached information regarding its inputs and its outputs. In turn, each unit has associated one or more items of equipment ...
... described by a collection of units and their connections. A unit is a Chemical Engineering unit operation with attached information regarding its inputs and its outputs. In turn, each unit has associated one or more items of equipment ...
Page 26
... described by means of a suitable language, planning is basically a technique for achieving a desired state of affairs, entrusting an "intelligent" machine with the task of developing the appropriate sequence of actions that can change ...
... described by means of a suitable language, planning is basically a technique for achieving a desired state of affairs, entrusting an "intelligent" machine with the task of developing the appropriate sequence of actions that can change ...
Page 37
... described by suitable values. AS.PI.DE contains a basic dictionary for the description of attributes by means of a user defined set of geometric features of elements. 2.3. Deductive causal theory In earlier planners, such as STRIPS ...
... described by suitable values. AS.PI.DE contains a basic dictionary for the description of attributes by means of a user defined set of geometric features of elements. 2.3. Deductive causal theory In earlier planners, such as STRIPS ...
Page 39
... described on three levels of representation, namely: SYMBOLIC (using graphs of structural relations) QUALITATIVE-GEOMETRIC (using qualitative geometry techniques) GEOMETRIC (dimensional description) Figure 3 shows domain descriptions on ...
... described on three levels of representation, namely: SYMBOLIC (using graphs of structural relations) QUALITATIVE-GEOMETRIC (using qualitative geometry techniques) GEOMETRIC (dimensional description) Figure 3 shows domain descriptions on ...
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