Case adaptation by segment replanning for case-based planning systems

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dc.contributor.authorFlavio Tonidandel
dc.contributor.authorRILLO, M.
dc.contributor.authorOrcidhttps://orcid.org/0000-0003-0345-668X
dc.date.accessioned2022-01-12T22:05:55Z
dc.date.available2022-01-12T22:05:55Z
dc.date.issued2005-08-26
dc.description.abstractAn adaptation phase is crucial for a good and reasonable Case-Based Planning (CBP) system. The adaptation phase is responsible for finding a solution in order to solve a new problem. If the phase is not well designed, the CBP system may not solve the desirable range of problems or the solutions will not have appropriate quality. In this paper, a method called CASER - Case Adaptation by Segment Replanning - is presented as an adaptation rule for case-based planning system. The method has two phases: the first one completes a retrieved case as an easy-to-generate solution method. The second phase improves the quality of the solution by using a generic heuristic in a recursive algorithm to determine segments of the plan to be replanned. The CASER method does not use any additional knowledge, and it can find as good solutions as those found by the best generative planners. © Springer-Verlag Berlin Heidelberg 2005.
dc.description.firstpage579
dc.description.lastpage594
dc.description.volume3620
dc.identifier.citationTONIDANDEL, F; RILLO, M. Case adaptation by segment replanning for case-based planning systems. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 3620, p. 579-594, August, 2005.
dc.identifier.doi10.1007/11536406_44
dc.identifier.issn0302-9743
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/4373
dc.relation.ispartofLecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
dc.rightsAcesso Restrito
dc.titleCase adaptation by segment replanning for case-based planning systems
dc.typeArtigo de evento
fei.scopus.citations9
fei.scopus.eid2-s2.0-26944459247
fei.scopus.subjectCase-based planning (CBP)
fei.scopus.subjectEasy-to-generate planning
fei.scopus.subjectRecursive algorithms
fei.scopus.subjectSegment replanning
fei.scopus.updated2024-05-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=26944459247&origin=inward
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