Conference proceeding
Amalgams: A Formal Approach for Combining Multiple Case Solutions
CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 18TH INTERNATIONAL CONFERENCE ON CASE-BASED REASONING, ICCBR 2010, v 6176, pp 257-271
01 Jan 2010
Abstract
How to reuse or adapt past solutions to new problems is one of the least understood problems in case-based reasoning. In this paper we will focus on the problem of how to combine solutions coming from multiple cases in search-based approaches to reuse. For that purpose, we introduce the notion of amalgam. Assuming the solution space can be characterized as a generalization space, an amalgam of two solutions is a. third solution which combines as much as possible from the original two solutions. In the paper we define amalgam as a. formal operation over terms in a generalization space, and we discuss how amalgams may be applied in search-based reuse techniques to combine case solutions.
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Details
- Title
- Amalgams: A Formal Approach for Combining Multiple Case Solutions
- Creators
- Santiago Ontanon - Artificial Intelligence Research InstituteEnric Plaza - Artificial Intelligence Research Institute
- Contributors
- Bichindaritz (Editor)S Montani (Editor)
- Publication Details
- CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 18TH INTERNATIONAL CONFERENCE ON CASE-BASED REASONING, ICCBR 2010, v 6176, pp 257-271
- Series
- Lecture Notes in Artificial Intelligence
- Publisher
- Springer Nature
- Number of pages
- 15
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Computer Science (Computing)
- Web of Science ID
- WOS:000289109000020
- Scopus ID
- 2-s2.0-77955008433
- Other Identifier
- 991021869112104721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Collaboration types
- Domestic collaboration
- Web of Science research areas
- Computer Science, Artificial Intelligence
- Computer Science, Information Systems
- Computer Science, Theory & Methods