A Set Based Newton Method for the Averaged Hausdorff Distance for Multi-Objective Reference Set Problems

A Set Based Newton Method for the Averaged Hausdorff Distance for Multi-Objective Reference Set Problems

Multi-objective optimization problems (MOPs) naturally arise in many applications. Since for such problems one can expect an entire set of optimal solutions, a common task in set based multi-objective optimization is to compute <i>N</i> solutions along the Pareto set/front of a given MOP...

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Bibliographic Details
Main Authors: Lourdes Uribe, Johan M Bogoya, Andrés Vargas, Adriana Lara, Günter Rudolph, Oliver Schütze
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Mathematics
Subjects:
multi-objective optimization
Newton method
performance indicator Δp
generational distance
inverted generational distance
set based optimization
Online Access:https://www.mdpi.com/2227-7390/8/10/1822

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