A framework of global exploration and local exploitation using surrogates for expensive optimization
Caie Hu, Sanyou Zeng, Changhe Li
Topics & Concepts
Global optimizationLocal search (optimization)Benchmark (surveying)Mathematical optimizationComputer scienceEvolutionary algorithmSet (abstract data type)Surrogate modelScalabilityBayesian optimizationOptimization problemMachine learningArtificial intelligenceMathematicsGeographyDatabaseGeodesyProgramming languageAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and Applications