By Topic

Case-Based Plan Adaptation: An Analysis and Review

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$33 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Héctor Muñoz-Avila ; Lehigh University ; Michael T. Cox

Case-based planning (CBP) is a problem-solving method that uses a library of cases, where a case associates a past problem and goal description with a plan that solves the problem by achieving the goal. Given a new problem, CBP systems retrieve one or more cases that solve similar problems and adapt the retrieved cases' plans to achieve the new goal. Case retrieval involves intelligent search of the case library. Plan adaptation can include steps copied from the retrieved case plans and steps derived by other means, such as first-principles planning. Important relationships exist between the technology that measures similarity during case retrieval and the technology that performs effective adaptation during case reuse. However, we concentrate here on the adaptation process itself.

Published in:

IEEE Intelligent Systems  (Volume:23 ,  Issue: 4 )