An algorithm for exploiting modeling error statistics to enable robust analog optimization.
Ashish Kumar SinghMario LokKareem RagabConstantine CaramanisMichael OrshanskyPublished in: ICCAD (2010)
Keyphrases
- optimization algorithm
- preprocessing
- dynamic programming
- linear complexity
- times faster
- cost function
- objective function
- error bounds
- experimental evaluation
- computational cost
- segmentation algorithm
- computationally efficient
- high accuracy
- constrained optimization
- combinatorial optimization
- error rate
- parameter tuning
- learning algorithm
- stochastic gradient
- theoretical analysis
- linear programming
- multi objective
- k means
- optimal solution
- ant colony optimization
- simulated annealing
- probabilistic model
- improved algorithm
- prediction error
- optimization process
- error function
- image segmentation
- decision trees