Now showing items 1-3 of 3
A New Adaptive Aggregation Algorithm for Infinite Horizon Dynamic Programming
Dynamic programming suffers the "curse of dimensionality" when it isemployed for complex control systems. State aggregation is used to solvethe problem and acceleratecomputation by looking for a sub-optimal policy. In this ...
On System Designs of Distributed, Extensible Framework for Network Monitoring and Control
In this paper, we present a distributed, extensible framework for supporting adaptive, dynamic network monitoring and control. We borrow the paradigm of management by delegation  and distribute some processing intelligence ...
A Framework for Supporting Intelligent Fault and Performance Management for Communication Networks
In this paper, we present a framework for supporting intelligent fault and performance management for communication networks. Belief networks are taken as the basis for knowledge representation and inference under evidence. ...