Simulation optimization through direct search for multi-objective manufacturing systems

1996 ◽  
Vol 7 (6) ◽  
pp. 554-565 ◽  
Author(s):  
MU-CHEN CHEN ◽  
DU-MING TSAI
Keyword(s):  
Manufacturing Systems ◽  
Simulation Optimization ◽  
Direct Search ◽  
Multi Objective

Simulation Optimization for Computer Models With Multivariate Output

2017 ◽  
Author(s):  
Raed Kontar ◽  
Shiyu Zhou ◽  
John Horst
Keyword(s):  
Gaussian Process ◽  
Manufacturing Systems ◽  
Performance Metrics ◽  
Simulation Optimization ◽  
Process Models ◽  
Manufacturing Performance ◽  
Gaussian Process Models ◽  
Multivariate Gaussian ◽  
Potential Applicability ◽  
Multivariate Gaussian Process

This paper explores the potential of Gaussian process based Metamodels for simulation optimization with multivariate outputs. Specifically we focus on Multivariate Gaussian process models established through separable and non-separable covariance structures. We discuss the advantages and drawbacks of each approach and their potential applicability in manufacturing systems. The advantageous features of the Multivariate Gaussian process models are then demonstrated in a case study for the optimization of manufacturing performance metrics.

Multi-objective scheduling in labor-intensive manufacturing systems

2020 ◽  
Vol 57 ◽  
pp. 469-483
Author(s):  
Gürsel Süer ◽  
Najat Almasarwah ◽  
Omar Alhawari ◽  
Casey Davis
Keyword(s):  
Manufacturing Systems ◽  
Multi Objective
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