Analyzing and Improving Greedy 2-Coordinate Updates for Equality-Constrained Optimization via Steepest Descent in the 1-Norm.
Amrutha Varshini RameshAaron MishkinMark SchmidtYihan ZhouJonathan Wilder LavingtonJennifer ShePublished in: CoRR (2023)
Keyphrases
- constrained optimization
- objective function
- greedy algorithm
- constrained optimization problems
- constraint handling
- unconstrained optimization
- augmented lagrangian
- penalty function
- search algorithm
- penalty functions
- learning rate
- inequality constraints
- interval analysis
- genetic algorithm
- stationary points
- lagrange multipliers
- evolutionary strategy
- particle swarm optimization
- search space