Optimization algorithms as robust feedback controllers.
Adrian HauswirthZhiyu HeSaverio BolognaniGabriela HugFlorian DörflerPublished in: Annu. Rev. Control. (2024)
Keyphrases
- optimization problems
- parameter tuning
- learning algorithm
- orders of magnitude
- theoretical analysis
- stochastic search
- computational complexity
- discrete optimization
- linear programming
- optimization methods
- data structure
- times faster
- evolutionary algorithm
- multi objective
- benchmark datasets
- recently developed
- combinatorial optimization
- decision trees
- data sets
- machine learning
- optimization process
- global optimization
- computational efficiency
- optimization algorithm
- real time
- reinforcement learning
- significant improvement
- optimal solution