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04/29/2020
Multi-layer local optima networks for the analysis of advanced local search-based algorithms
A Local Optima Network (LON) is a graph model that compresses the fitnes...
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04/27/2020
MATE: A Model-based Algorithm Tuning Engine
In this paper, we introduce a Model-based Algorithm Turning Engine, name...
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03/01/2019
A study of problems with multiple interdependent components - Part I
Recognising that real-world optimisation problems have multiple interdep...
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02/15/2019
On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms
The Bayesian Optimisation Algorithm (BOA) is an Estimation of Distributi...
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06/04/2018
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems
Fitness landscape analysis investigates features with a high influence o...
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06/22/2016
Étude de Problèmes d'Optimisation Combinatoire à Multiples Composantes Interdépendantes
This extended abstract presents an overview on NP-hard optimization prob...
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03/23/2016
