Adaptation through Interpolation for Time-Critical Case-Based Reasoning

摘要: The paper introduces and examines the relevance of notion “interpolation” between case features, to facilitate fast adaptation existing cases a current situation. When this situation is time-critical there not enough time for exhaustive comparison various aspects all stored cases, so it may be possible retrieve high-quality match problem within specified time-limit. Viewing imperfect as process interpolation (or set processes with different qualities interpolation) then gives robust novel perspective reasoning, well being equally relevant case-based reasoning (CBR) in general. Although interpolation-like techniques have been used some CBR systems, they previously treated explicitly from perspective.