IBaCoP2 (IPC-2014)
Published:
IBaCoP2 is a portfolio auto configurable with a classification model. This portfolio is an evolution of IBaCoP, since it takes as base planners, the planners selected by IBaCoP. However, IBaCoP2 performs a second planner selection using predictive models. These models are the result of learning processes and predict the behaviour of the planners in future problems, i.e. whether they will be able to solve the problems or not. The planners with higher confidence are selected and ordered following such confidence. Then, running time is divided uniformly among them