An optimal adaptive algorithm for the approximation of concave functions.
J. GuérinPatrice MarcotteGilles SavardPublished in: Math. Program. (2006)
Keyphrases
- dynamic programming
- worst case
- learning algorithm
- objective function
- optimization algorithm
- exhaustive search
- closed form
- path planning
- cost function
- optimal solution
- np hard
- computational complexity
- particle swarm optimization
- globally optimal
- piecewise linear
- convex hull
- minimum error
- error tolerance
- locally optimal
- times faster
- k means
- optimal strategy
- convergence rate
- monte carlo
- optimal policy
- detection algorithm
- significant improvement
- segmentation algorithm
- theoretical analysis
- denoising
- state space
- computational cost