An ADMM algorithm for optimal sensor and actuator selection.
Neil K. DhingraMihailo R. JovanovicZhi-Quan LuoPublished in: CDC (2014)
Keyphrases
- learning algorithm
- dynamic programming
- selection algorithm
- worst case
- preprocessing
- k means
- detection algorithm
- simulated annealing
- optimal solution
- experimental evaluation
- computational cost
- probabilistic model
- objective function
- times faster
- matching algorithm
- globally optimal
- search space
- segmentation algorithm
- exhaustive search
- optimal parameters
- locally optimal
- optimization algorithm
- expectation maximization
- linear programming
- high accuracy
- np hard
- similarity measure
- closed form
- convex optimization
- recognition algorithm
- sensor networks
- computational complexity