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Doctoral Thesis
DOI
10.11606/T.3.2003.tde-28042003-164450
Document
Author
Full name
Flavio Tonidandel
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Paulo, 2002
Supervisor
Committee
Rillo, Marcio (President)
Franchin, Marcelo Nicoletti
Monard, Maria Carolina
Silva, Flavio Soares Correa da
Silva, Jose Reinaldo
Title in Portuguese
Desenvolvimento e implementação de um sistema de planejamento baseado em casos.
Keywords in Portuguese
inteligência artificial
planejamento baseado em casos
raciocínio baseado em casos
Abstract in Portuguese
Este trabalho apresenta o sistema de planejamento baseado em casos chamado FAR-OFF (Fast and Accurate Retrieval on Fast Forward). Este sistema usa o planejador FF (Fast-Forward) como um sistema generativo para adaptar os casos resgatados, bem como uma nova regra de similaridade chamada ADG, uma nova política de remoção de casos chamada Minimo-Prejuízo e um método de melhora da qualidade de um plano chamado SQUIRE. Todos esses novos métodos permitem um sistema de planejamento baseado em casos tão eficiente quanto os sistemas de planejamento baseados em busca heurística.
Title in English
Development and implementation of a case-based planning system.
Keywords in English
artificial intelligence
case-based planning
case-based reasoning
Abstract in English
This work presents the FAR-OFF (Fast and Accurate Retrieval on Fast Forward) case-based planning system. This system uses the FF planner (Fast-Forward) as an effective generative system to adapt retrieved cases. It also uses a new similarity rule, called ADG, a new case-deletion policy named Minimal-Injury and a new method to improve the solution quality called SQUIRE. All these features are responsible for the results of the FAR-OFF system that are so efficient as the results of the heuristic search based planning systems.
 
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Tonidandel.pdf (2.71 Mbytes)
Publishing Date
2004-04-23
 
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