Approximation of optimization problems with constraints through kernel Sum-Of-Squares.
Pierre-Cyril Aubin-FrankowskiAlessandro RudiPublished in: CoRR (2023)
Keyphrases
- optimization problems
- evolutionary algorithm
- cost function
- metaheuristic
- constraint satisfaction
- optimization criteria
- kernel function
- support vector
- data sets
- constraint programming
- error bounds
- optimal solution
- probabilistic model
- kernel methods
- approximation algorithms
- constrained optimization
- closed form solutions
- linear constraints