Direct Synthesis of Iterative Algorithms With Bounds on Achievable Worst-Case Convergence Rate.
Laurent LessardPeter J. SeilerPublished in: ACC (2020)
Keyphrases
- convergence rate
- iterative algorithms
- worst case
- upper bound
- lower bound
- average case
- error bounds
- convergence speed
- step size
- learning rate
- approximation algorithms
- primal dual
- worst case bounds
- global convergence
- mistake bound
- gradient method
- number of iterations required
- np hard
- dual formulation
- mutation operator
- constant factor
- iterative methods
- wavelet neural network
- learning algorithm
- particle swarm optimization algorithm
- lp norm
- computational complexity