Multi-objective Bayesian alloy design using multi-task Gaussian processes
Danial Khatamsaz, Brent Vela, Raymundo Arróyave
Topics & Concepts
Bayesian optimizationComputer scienceLeverage (statistics)Gaussian processMulti-objective optimizationGaussianMathematical optimizationTask (project management)Global Positioning SystemKernel (algebra)Bayesian probabilityAlgorithmMachine learningArtificial intelligenceMathematicsSystems engineeringEngineeringCombinatoricsTelecommunicationsQuantum mechanicsPhysicsAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsGaussian Processes and Bayesian Inference