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07/06/2021
A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design
In the context of the introduction of intermittent renewable energies, w...
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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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04/02/2019
BCMA-ES: A Bayesian approach to CMA-ES
This paper introduces a novel theoretically sound approach for the celeb...
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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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02/12/2014
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
This chapter overviews a recently introduced network-based model of comb...
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10/15/2012
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance
Recent developments in fitness landscape analysis include the study of L...
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10/15/2012
Local optima networks and the performance of iterated local search
Local Optima Networks (LONs) have been recently proposed as an alternati...
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07/19/2012
Clustering of Local Optima in Combinatorial Fitness Landscapes
Using the recently proposed model of combinatorial landscapes: local opt...
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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
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes
This paper extends a recently proposed model for combinatorial landscape...
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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
NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling
This paper presents a new methodology that exploits specific characteris...
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07/18/2012
DAMS: Distributed Adaptive Metaheuristic Selection
We present a distributed generic algorithm called DAMS dedicated to adap...
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07/18/2012
Communities of Minima in Local Optima Networks of Combinatorial Spaces
In this work we present a new methodology to study the structure of the ...
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07/18/2012
Complex-network analysis of combinatorial spaces: The NK landscape case
We propose a network characterization of combinatorial fitness landscape...
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07/21/2011
NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results
Negative Slope Coefficient is an indicator of problem hardness that has ...
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07/21/2011
Centric selection: a way to tune the exploration/exploitation trade-off
In this paper, we study the exploration / exploitation trade-off in cell...
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07/21/2011
Local Optima Networks of NK Landscapes with Neutrality
In previous work we have introduced a network-based model that abstracts...
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07/21/2011
Local Optima Networks of the Quadratic Assignment Problem
Using a recently proposed model for combinatorial landscapes, Local Opti...
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05/18/2009
