Hybrid NSGA-III and surrogate model framework for sustainable concrete mix design: Balancing strength, energy, and carbon
Hung La, Minhaz Uddin, Nhu H.T. Nguyen, Tan Nguyen, Tan Nguyen
Topics & Concepts
Computer scienceInterpretabilityMathematical optimizationCMA-ESMulti-objective optimizationCementitiousSurrogate modelContext (archaeology)Compressive strengthArtificial neural networkSortingPipeline (software)Genetic algorithmEmbodied energyCompressed sensingNonlinear systemEnergy consumptionEfficient energy usePipeline transportPareto principleFlexibility (engineering)Optimization problemCovarianceCuring (chemistry)Simulated annealingBenchmark (surveying)Linear programmingInverseKrigingGaussian processBIM and Construction IntegrationRecycled Aggregate Concrete PerformanceConcrete and Cement Materials Research