"6838" . . "P(GD201/09/H057)" . . "Neuveden" . . . "Local Meta-models for ASM-MOMA" . . . "DE - Spolkov\u00E1 republika N\u011Bmecko" . "Local Meta-models for ASM-MOMA"@en . "RIV/00216208:11320/11:10105978" . "Abstract. Evolutionary algorithms generally require a large number of objec- tive function evaluations which can be costly in practice. These evaluations can be replaced by evaluations of a cheaper meta-model of the objective functions. In this paper we describe a multiobjective memetic algorithm utilizing local distance based meta-models. This algorithm is evaluated and compared to standard multiobjective evolutionary algorithms as well as a similar algorithm with a global meta-model. The number of objective function evaluations is considered, and also the conditions under which the algorithm actually helps to reduce the time needed to \uFB01nd a solution are analyzed." . . "RIV/00216208:11320/11:10105978!RIV12-GA0-11320___" . "1"^^ . . "2"^^ . "Lecture Notes in Computer Science" . "Abstract. Evolutionary algorithms generally require a large number of objec- tive function evaluations which can be costly in practice. These evaluations can be replaced by evaluations of a cheaper meta-model of the objective functions. In this paper we describe a multiobjective memetic algorithm utilizing local distance based meta-models. This algorithm is evaluated and compared to standard multiobjective evolutionary algorithms as well as a similar algorithm with a global meta-model. The number of objective function evaluations is considered, and also the conditions under which the algorithm actually helps to reduce the time needed to \uFB01nd a solution are analyzed."@en . "Local Meta-models for ASM-MOMA" . "Neruda, Roman" . . "11320" . . "evolutionary algorithm; surrogate models; meta-models; multiobjective optimization"@en . "Local Meta-models for ASM-MOMA"@en . . "0302-9743" . "209801" . . . "6"^^ . . . . "[17412BDB7B36]" . "Pil\u00E1t, Martin" . .