Artificial Intelligence in Design '96

1 Representations in Design.- Multi-level molecular representation.- Text analysis for constructing design representations.- Learning genetic representations as alternative to hand-coded shape grammars.- 2 Design Objects.- Reactive design agents in solid modelling.- A framework for design object evolution.- Creating design objects from cases for interactive spatial composition.- 3: Genetic Algorithms/Genetic Programming in Design.- Integrating a genetic algorithm into a knowledge-based system for ordering complex design processes.- AI in control system design using a new paradigm for design representation.- Automated design of both the topology and sizing of analog electrical circuits using genetic programming.- 4: Case-Based Design.- A study of case adaptation systems.- Applying formal methods to case based design aids.- Designing nutritional menus using case-based and rule-based reasoning.- 5: Reuse of Designs.- On design formalization and retrieval of reuse candidates.- Design rationale and design patterns in reusable software design.- Constraint-based retrieval of engineering design cases.- 6: Grammars in Design.- A networks approach for representation and evolution of shape grammars.- Variable-complexity evolution of shape grammars for engineering design.- Grammars for machine design.- 7: Design Spaces.- Design sheet: A system for exploring design space.- Using modeling knowledge to guide design space search.- Explanatory interface in interactive design environments.- 8: Learning in Design.- Learning by single function agents during spring design.- A machine learning approach to design automated classification, association and retrieval.- Learning to choose a reformulation for numerical optimization of engineering design.- 9: Distributed Design.- Virtual building site: Supporting building design by multiple methods in FABEL.- A mobile-agent oriented approach to a distributed design support system.- VisionManager: A computer environment for design evolution

`...well produced and clearly printed. It ends with a list of good resolutions for future work which, if implemented succesfully, will greatly advance our knowledge of this far-from-peripheral area of astronomy and link it more closely to studies of the interstellar medium, the formation of stars and, sepecially in the post-Giotto era, of comets.' The Observatory (August 1986)