Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

2012 ◽  
Vol 32 (4) ◽  
Author(s):  
Ing. Mario Salmon
Keyword(s):  
Product Design ◽  
Multi Objective ◽  
Design And Manufacturing ◽  
Evolutionary Optimisation

Multi-Objective Optimisation of Ship Hull With Distributed Applications

2003 ◽  
Author(s):  
Alessandro Giassi ◽  
Fouad Bennis ◽  
Jean-Jacques Maisonneuve
Keyword(s):  
Genetic Algorithm ◽  
Product Design ◽  
Concurrent Engineering ◽  
Distributed Applications ◽  
Asynchronous Communication ◽  
Ship Hull ◽  
Innovative Approach ◽  
Communication Tool ◽  
Multi Objective ◽  
Multi Objective Genetic Algorithm

In the context of concurrent engineering, this paper presents a quite innovative approach to the collaborative optimisation process, which couples a multi-objective genetic algorithm with an asynchronous communication tool. To illustrate this methodology, three European companies’ collaboration on the optimisation of a ship hull is described. Our study demonstrates that when multi-objective optimisation is carried out in a distributed manner it can provide a powerful tool for concurrent product design.

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.

scholarly journals A Multi-Objective Task Reallocating Method in Complex Product Design Process Considering Design Changes

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 168226-168235
Author(s):  
Yinhe Wang ◽  
Meng Wei ◽  
Jiafu Su ◽  
Hongyuan Hu ◽  
Heng Wang
Keyword(s):  
Product Design ◽  
Design Process ◽  
Complex Product ◽  
Multi Objective ◽  
Design Changes ◽  
Product Design Process
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