Large-Scale Nonconvex Optimization: Randomization, Gap Estimation, and Numerical Resolution.
J. Frédéric BonnansKang LiuNadia OudjaneLaurent PfeifferCheng WanPublished in: SIAM J. Optim. (2023)
Keyphrases
- global optimization
- optimization problems
- nonlinear programming
- objective function
- privacy preserving
- real world
- accurate estimation
- optimization model
- discrete optimization
- evolutionary algorithm
- optimization algorithm
- sensitivity analysis
- combinatorial optimization
- estimation process
- lagrange multipliers
- constrained optimization
- estimation error
- optimization method
- high resolution
- multiresolution
- data mining