This paper presents an approach to create POMDP models, used for decision making by an autonomous service robot, from background knowledge. This allows the power of POMDP decision ...
This research uses a Design of Experiments (DOE) approach to build a predictive model of the performance of a combinatorial optimization heuristic over a range of heuristic tuning...
d Abstract] Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, and Gregory R. Ganger Carnegie Mellon University This work explores the applicatio...
Although several analytical models have been proposed in the literature for different interconnection networks with deterministic routing, very few of them have considered the eff...
Performance prediction methods for component-based software systems aim at supporting design decisions of software architects during early development stages. With the increased a...