Adaptation cost as a criterion for solution evaluation

Juho Rousu, Robert Aarts

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

9 Citations (Scopus)

Abstract

In most case-based systems, the best case is selected by calculating similarities between the surface features of the cases. Sometimes, the most similar case is not the one that is the easiest to adapt. On the other hand, judging the adaptation effort can be tedious. In this paper, we propose case-adaptability to be used as an evaluation criterion as opposed to using it in the case-retrieval phase. Our method can be seen to combine the computational effectiveness of similarity-based retrieval with the better quality solutions of adaptation-guided retrieval.
Original languageEnglish
Title of host publicationAdvances in Case-Based Reasoning
Subtitle of host publicationThird European Workshop, EWCBR-96
EditorsIan Smith, Boi Faltings
Place of PublicationBerlin
PublisherSpringer
Pages354-361
ISBN (Electronic)978-3-540-49568-0
ISBN (Print)978-3-540-61955-0
DOIs
Publication statusPublished - 1996
MoE publication typeA4 Article in a conference publication
Event3rd European Workshop, EWCBR-96 - Lausanne, Switzerland
Duration: 14 Nov 199616 Nov 1996

Publication series

SeriesLecture Notes in Computer Science
Volume1168
ISSN0302-9743

Conference

Conference3rd European Workshop, EWCBR-96
Abbreviated titleEWCBR-96
Country/TerritorySwitzerland
CityLausanne
Period14/11/9616/11/96

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