Surrogate-based optimization for mixed-integer nonlinear problems
Sun Hye Kim, Fani Boukouvala
Topics & Concepts
Surrogate modelMathematical optimizationBenchmark (surveying)Integer (computer science)Continuous optimizationComputer scienceEncoding (memory)Nonlinear systemOptimization problemVariable (mathematics)Artificial neural networkNonlinear programmingAlgorithmMathematicsArtificial intelligenceMulti-swarm optimizationGeodesyGeographyProgramming languagePhysicsQuantum mechanicsMathematical analysisAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsGaussian Processes and Bayesian Inference