Combining Adaptive Budget Allocation with Surrogate Methodology in Solving Continuous Scenario-based Simulation Optimization.
Xiao JinYichi ShenHaobin LiLoo Hay LeeEk Peng ChewChristine A. ShoemakerPublished in: CASE (2020)
Keyphrases
- combinatorial optimization
- discrete event simulation
- discrete optimization
- optimization algorithm
- global optimization
- optimization problems
- quadratic programming
- simulation model
- design methodology
- constrained optimization
- metabolic engineering
- quadratic program
- nonlinear programming
- simulation environment
- mathematical models
- real time
- optimization model
- optimization process
- linear constraints
- simulation models
- optimization method
- cost function
- lower bound
- bayesian networks
- global optimization problems
- case study