Towards the Integration of Case-Based, Schema-Based and Model-Based Reasoning for Supporting Complex Design Tasks

This paper presents an approach of how to build bridges between case-based and model-based reasoning. Unlike other approaches, these bridges do not intend to surmount the whole ”abstraction distance” between concrete cases and generic models in one step. Instead they introduce and use a web of supporting columns which consist of useful intermediate representations called schemata, prototypes, patterns, templates or whatever is a suitable characterisation for their functional role in the design process.

[1]  Max Jacobson,et al.  A Pattern Language: Towns, Buildings, Construction , 1981 .

[2]  Roy M. Turner.  Adaptive Reasoning for Real-world Problems: A Schema-based Approach , 1994 .

[3]  Ömer Akin,et al.  Expertise of the architect , 1988 .

[4]  Angi Voß,et al.  Retrieval of Similar Layouts , 1994 .

[5]  John S. Gero,et al.  Artificial Intelligence in Design ’94 , 1994, Springer Netherlands.

[6]  J. W. Schaaf.  Gestalts in CAD-Plans , 1994 .

[7]  Wolfgang Pree,et al.  Design Patterns for Object-Oriented Software Development , 1994, Proceedings of the (19th) International Conference on Software Engineering.

[8]  Ralph Johnson,et al.  design patterns elements of reusable object oriented software , 2019 .

[9]  Jörg Walter Schaaf,et al.  "Fish and Sink" - An Anytime-Algorithm to Retrieve Adequate Cases , 1995, ICCBR.

[10]  Ashok K. Goel,et al.  Integration of case-based reasoning and model-based reasoning for adaptive design problem-solving , 1989 .

[11]  Wolfgang Oertel,et al.  DOM-ArC: An Active Decision Support System for Quality Assessment of Cases , 1995, ICCBR.

[12]  B Bartsch-Spörl,et al.  A Support System for Building Design - Experiences and Convictions from the Fabel Project , 1996 .

[13]  S. Bakhtari,et al.  Bridging the Gap Between AI Technology and Design Requirements , 1994 .

[14]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1989, IJCAI 1989.

[15]  Angi Voß.  The Need for Knowledge Acquisition in Case-Based Reasoning - Some Experiences from an Architectural Domain , 1994, ECAI.

[16]  Michael D. Rychener.  Expert Systems for Engineering Design , 1988 .

[17]  Murray Silverstein,et al.  A Pattern Language , 1977 .

[18]  J. W. Schaaf.  GESTALTS IN CAD-PLANS Analysis of a similarity concept , 1994 .