Integrating Cases and Models Through Approximate-Model-Based Adaptation

Multimodal Reasoning

Volume

Papers from the 1998 AAAI Spring Symposium

Contents

This paper describes an approach to the integration of case and models called model-based adaptation (MBA). Under this approach, case-based reasoning is used to find an approximate solution, and model-based reasoning is then used to adapt this approximate solution into a more precise solution. This paper distinguishes two distinct forms of MBA--per]ect-model-based adaptation and approximate-model-based adaptation--sets forth the applicability conditions and potential benefits of each, and describes three systems that use approximate-model-based adaptation.