A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems.
Ségolène MartinÉmilie ChouzenouxJean-Christophe PesquetPublished in: EUSIPCO (2021)
Keyphrases
- constrained optimization problems
- unconstrained optimization problems
- constrained optimization
- constraint handling
- evolutionary algorithm
- optimization problems
- differential evolution
- equality constraints
- crossover operator
- global convergence
- augmented lagrangian
- penalty function
- fitness function
- high dimensional data
- least squares
- search space
- dimensionality reduction
- nonlinear programming
- loss function
- maximum likelihood
- objective function
- feature space
- high dimensional
- linear programming problems
- dynamic programming
- principal component analysis
- simulated annealing
- traveling salesman problem
- combinatorial optimization
- genetic algorithm ga
- genetic algorithm