An aggressive reduction on the complexity of optimization for non-strongly convex objectives.
Zhijian LuoSiyu ChenYueen HouYanzeng GaoYuntao QianPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2023)
Keyphrases
- multiple objectives
- optimization algorithm
- complexity reduction
- convex programming
- global optimization
- alternating optimization
- worst case
- optimization problems
- decision problems
- simultaneous optimization
- space complexity
- risk minimization
- convex relaxation
- semidefinite
- interior point methods
- optimization criteria
- quasiconvex
- optimization model
- convex optimization
- multi objective evolutionary algorithms
- global convergence
- evolutionary algorithm
- piecewise linear
- efficient optimization
- constrained optimization
- norm minimization
- semi definite programming
- optimization process
- quadratically constrained quadratic
- computational cost