Multi-Objective Optimization of Production Objectives Based on Surrogate Model

Multi-Objective Optimization of Production Objectives Based on Surrogate Model

The article addresses an approximate solution to the multi-objective optimization problem for a black-box function of a manufacturing system. We employ the surrogate of the discrete-event simulation model of a batch production system in an analytical form. Integration of simulation, Design of Experi...

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Bibliographic Details
Main Authors: Zuzana Červeňanská, Janette Kotianová, Pavel Važan, Bohuslava Juhásová, Martin Juhás
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Applied Sciences
Subjects:
multi-objective optimization
metamodel
surrogate model
manufacturing system
simulation-based optimization
Online Access:https://www.mdpi.com/2076-3417/10/21/7870

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