scholarly journals Using Genetic Algorithms with Multi-Objective Optimization to Adjust Finite Element Models of Welded Joints

Metals ◽  
2018 ◽  
Vol 8 (4) ◽  
pp. 230 ◽  
Author(s):  
Rubén Lostado Lorza ◽  
Rubén Escribano García ◽  
Roberto Fernandez Martinez ◽  
María Martínez Calvo
Keyword(s):  
Finite Element ◽  
Genetic Algorithms ◽  
Welded Joints ◽  
Finite Element Models ◽  
Multi Objective Optimization ◽  
Multi Objective

How Genetic Algorithms Handle Pareto-Optimality in Design and Manufacturing

2007 ◽  
pp. 465-482
Author(s):  
N. Chakraborti
Keyword(s):  
Genetic Algorithms ◽  
Evolutionary Algorithms ◽  
Pareto Optimality ◽  
Multi Objective Optimization ◽  
Recent Past ◽  
Multi Objective ◽  
Manufacturing Sectors ◽  
Design And Manufacturing ◽  
Basic Concepts

An informal analysis is provided for the basic concepts associated with multi-objective optimization and the notion of Pareto-optimality, particularly in the context of genetic algorithms. A number of evolutionary algorithms developed for this purpose are also briefly introduced, and finally, a number of paradigm examples are presented from the materials and manufacturing sectors, where multi-objective genetic algorithms have been successfully utilized in the recent past.

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