Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective.
Adam N. ElmachtoubHenry LamHaofeng ZhangYunfan ZhaoPublished in: CoRR (2023)
Keyphrases
- stochastic dominance
- accurate estimation
- estimation algorithm
- fuzzy random variables
- robust estimation
- estimation error
- estimation process
- random variables
- viewpoint
- optimization algorithm
- constrained optimization
- optimization method
- directly optimize
- pattern recognition
- displacement estimation
- simultaneously estimating
- complex engineering systems
- probability density
- global optimization
- estimation accuracy
- stochastic optimization
- maximum likelihood estimation
- optimization methods
- optimization problems
- unbiased estimator
- computational intelligence
- multi objective