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05/19/2023
Applying Ising Machines to Multi-objective QUBOs
Multi-objective optimisation problems involve finding solutions with var...
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06/06/2021
What if we Increase the Number of Objectives? Theoretical and Empirical Implications for Many-objective Optimization
The difficulty of solving a multi-objective optimization problem is impa...
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05/02/2021
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics —22 Years of Paradiseo—
The success of metaheuristic optimization methods has led to the develop...
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04/15/2020
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D
This paper intends to understand and to improve the working principle of...
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02/08/2020
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems
Building a surrogate model of an objective function has shown to be effe...
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09/19/2014
On the Impact of Multiobjective Scalarizing Functions
Recently, there has been a renewed interest in decomposition-based appro...
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09/19/2014
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives
The properties of local optimal solutions in multi-objective combinatori...
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07/19/2012
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes
In multiobjective combinatorial optimization, there exists two main clas...
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07/19/2012
On the Neutrality of Flowshop Scheduling Fitness Landscapes
Solving efficiently complex problems using metaheuristics, and in partic...
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07/19/2012
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems
Recently, the property of connectedness has been claimed to give a stron...
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07/19/2012
The Road to VEGAS: Guiding the Search over Neutral Networks
VEGAS (Varying Evolvability-Guided Adaptive Search) is a new methodology...
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07/18/2012
Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives
In this paper, we conduct a fitness landscape analysis for multiobjectiv...
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07/18/2012
Set-based Multiobjective Fitness Landscapes: A Preliminary Study
Fitness landscape analysis aims to understand the geometry of a given op...
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07/18/2012