Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows.
Param BudhrajaMayank BaranwalKunal GargAshish HotaPublished in: AAAI (2022)
Keyphrases
- faster convergence
- optimization algorithm
- evolutionary multiobjective
- global convergence
- optimization problems
- optimization method
- optimization process
- optimization methods
- constrained optimization
- optimal design
- machine learning
- quasi newton
- convergence rate
- multi objective
- optimization model
- fixed number
- multi objective evolutionary algorithms
- discrete optimization
- stochastic gradient
- number of iterations required
- data sets