Knowledge engineering mixed-integer linear programming: constraint typology

no code implementations • 20 Feb 2021 • Vicky Mak-Hau, John Yearwood, William Moran

In this paper, we investigate the constraint typology of mixed-integer linear programming MILP formulations.

Combinatorial Optimization Scheduling

Identifying Cognitive Radars -- Inverse Reinforcement Learning using Revealed Preferences

no code implementations • 1 Dec 2019 • Vikram Krishnamurthy, Daniel Angley, Robin Evans, William Moran

(ii) How to construct a statistical test for detecting a cognitive radar (constrained utility maximization) when we observe the radar's actions in noise or the radar observes our probe signal in noise?

reinforcement-learning Reinforcement Learning (RL) +2

Hypothesis Testing in Feedforward Networks with Broadcast Failures

no code implementations • 19 Nov 2012 • Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran

In the case where the flipping probabilities converge to 1/2, we derive a necessary condition on the convergence rate of the flipping probabilities such that the decisions still converge to the underlying truth.

Two-sample testing