Optimal Randomized Group Testing Algorithm to Determine the Number of Defectives.
Nader H. BshoutyCatherine A. Haddad-ZaknoonRaghd BoulosFoad MoalemJalal NadaElias NoufiYara ZaknoonPublished in: CoRR (2020)
Keyphrases
- group testing
- dynamic programming
- optimal solution
- detection algorithm
- computational complexity
- randomized algorithm
- learning algorithm
- computational cost
- k means
- disjoint sets
- times faster
- experimental evaluation
- computational effort
- globally optimal
- matching algorithm
- neural network
- segmentation algorithm
- similarity measure
- objective function
- preprocessing
- significant improvement
- minimum distance
- memory requirements
- closed form
- determine the optimal number
- worst case
- np hard
- cost function
- optimization algorithm
- expectation maximization
- particle swarm optimization
- convergence rate
- recognition algorithm
- high accuracy
- optimal strategy
- small number
- scaling factors
- probabilistic model
- search space