Creating Planning Portfolios with Predictive Models
Published in Dissertation, 2017
Recommended citation: Isabel Cenamor. (2017). "Creating Planning Portfolios with Predictive Models" Universidad Carlos III de Madrid. https://icenamor.github.io/files/thesisIsabelCenamor.pdf
Sequential planning portfolios are very powerful in exploiting the complementary strength of different automated planners: for each planning task there are one or more base planners that obtain the best solution. Therefore, the main challenge when building a planning portfolio is to ensure that a suitable planner be chosen and that it gets enough planning time. To solve this problem we need firstly to define three elements…