Robust and structure exploiting optimization algorithms: An integral quadratic constraint approach.
Simon MichalowskyCarsten W. SchererChristian EbenbauerPublished in: CoRR (2019)
Keyphrases
- optimization problems
- computationally efficient
- computational complexity
- optimization algorithm
- theoretical analysis
- computational cost
- worst case
- parameter tuning
- discrete optimization
- combinatorial optimization
- benchmark datasets
- learning algorithm
- constrained minimization
- globally convergent
- neural network
- evolution strategy
- sequential quadratic programming
- constrained optimization
- highly efficient
- optimization methods
- optimization method
- orders of magnitude
- data structure