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09/07/2022
Effects of Archive Size on Computation Time and Solution Quality for Multi-Objective Optimization
An unbounded external archive has been used to store all nondominated so...
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03/04/2022
HV-Net: Hypervolume Approximation based on DeepSets
In this letter, we propose HV-Net, a new method for hypervolume approxim...
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01/18/2022
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation
Hypervolume contribution is an important concept in evolutionary multi-o...
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01/18/2022
Benchmarking Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization
In the evolutionary multi-objective optimization (EMO) field, the standa...
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08/19/2021
Clustering-Based Subset Selection in Evolutionary Multiobjective Optimization
Subset selection is an important component in evolutionary multiobjectiv...
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04/20/2021
Hypervolume-Optimal μ-Distributions on Line/Plane-based Pareto Fronts in Three Dimensions
Hypervolume is widely used in the evolutionary multi-objective optimizat...
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02/01/2021
Fast Greedy Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization
Subset selection is an interesting and important topic in the field of e...
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12/14/2020
Evolutionary Multi-Objective Optimization Algorithm Framework with Three Solution Sets
It is assumed in the evolutionary multi-objective optimization (EMO) com...
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08/17/2020
Decomposition-Based Multi-Objective Evolutionary Algorithm Design under Two Algorithm Frameworks
The development of efficient and effective evolutionary multi-objective ...
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07/27/2020
Algorithm Configurations of MOEA/D with an Unbounded External Archive
In the evolutionary multi-objective optimization (EMO) community, it is ...
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07/04/2020
Lazy Greedy Hypervolume Subset Selection from Large Candidate Solution Sets
Subset selection is a popular topic in recent years and a number of subs...
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06/15/2020
Solution Subset Selection for Final Decision Making in Evolutionary Multi-Objective Optimization
In general, a multi-objective optimization problem does not have a singl...
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03/22/2020