OptiModel

heuristic optimization; variable fidelity model; h rayleigh distribution cost of energy capacity factor surrogate model; error quantification; model selec model-based systems design sensitivity analysis bi-level multi-objective wind farm optimization (b kriging; regional error measures; sampling; surrog uncertainty wind farm cost support vector machine pattern classification surrogate modeling wind resource assessment cross-validation turbine tradeoff wind farm layout optimization large-scale wind farm; layout optimization; surrog uncertainty quantification unrestricted wind farm layout optimization farm layout optimiza- tion commercial turbines us wind map particle swarm optimization wind farm layout optimization. uncertainty quan- tification surrogate model. mixed-integer non-linear pro- gramming (minlp) optimization model selection keywords: error estimation surrogate model; model selection; hyper-parameter surrogate-based design optimization infill criteria sequential sampling cross-over kriging robust optimization; surrogate model; variable fid cf - lami trade-off wind farm design land use informed decision-making