. . "[13D2CDFA334F]" . "An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization" . . "10.1109/CEC.2012.6256450" . . . "978-1-4673-1509-8" . "An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization"@en . "An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization" . . . "Neruda, Roman" . . "Piscataway" . "7"^^ . . "The paper presents a surrogate-based evolutionary strategy for multiobjective optimization. The evolutionary strategy uses distance based aggregate surrogate models in two ways: as a part of memetic search and as way to pre-select individuals in order to avoid evaluation of bad individuals. The model predicts the distance of individuals to the currently known Pareto set. The newly proposed algorithm is compared to other algorithms which use similar surrogate models on a set of benchmark functions."@en . "121958" . . "An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization"@en . "RIV/67985807:_____/12:00384786" . . . "RIV/67985807:_____/12:00384786!RIV13-GA0-67985807" . . . "2012-06-10+02:00"^^ . "The paper presents a surrogate-based evolutionary strategy for multiobjective optimization. The evolutionary strategy uses distance based aggregate surrogate models in two ways: as a part of memetic search and as way to pre-select individuals in order to avoid evaluation of bad individuals. The model predicts the distance of individuals to the currently known Pareto set. The newly proposed algorithm is compared to other algorithms which use similar surrogate models on a set of benchmark functions." . . "Brisbane" . "1"^^ . . "IEEE" . "2"^^ . "multi-objective optimization; evolutionary algorithms; evolution strategies"@en . . "000312859302012" . "Pil\u00E1t, M." . "I, P(GAP202/11/1368)" . "CEC 2012. Proceedings of IEEE Congress on Evolutionary Computation" . .