Sébastien Verel | DeepAI

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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...

0 Mathieu Muniglia, et al. ∙

∙ 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...

0 Johann Dréo, et al. ∙

∙ 04/02/2019

BCMA-ES: A Bayesian approach to CMA-ES

This paper introduces a novel theoretically sound approach for the celeb...

0 Eric Benhamou, et al. ∙

∙ 09/19/2014

On the Impact of Multiobjective Scalarizing Functions

Recently, there has been a renewed interest in decomposition-based appro...

0 Bilel Derbel, et al. ∙

∙ 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...

0 Manuel López-Ibáñez, et al. ∙

∙ 02/12/2014

Local Optima Networks: A New Model of Combinatorial Fitness Landscapes

This chapter overviews a recently introduced network-based model of comb...

0 Gabriela Ochoa, et al. ∙

∙ 10/15/2012

Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance

Recent developments in fitness landscape analysis include the study of L...

0 Francisco Chicano, et al. ∙

∙ 10/15/2012

Local optima networks and the performance of iterated local search

Local Optima Networks (LONs) have been recently proposed as an alternati...

0 Fabio Daolio, et al. ∙

∙ 07/19/2012

Clustering of Local Optima in Combinatorial Fitness Landscapes

Using the recently proposed model of combinatorial landscapes: local opt...

0 Gabriela Ochoa, et al. ∙

∙ 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...

0 Sébastien Verel, et al. ∙

∙ 07/19/2012

On the Neutrality of Flowshop Scheduling Fitness Landscapes

Solving efficiently complex problems using metaheuristics, and in partic...

0 Marie-Eleonore Marmion, et al. ∙

∙ 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...

0 Sébastien Verel, et al. ∙

∙ 07/19/2012

The Road to VEGAS: Guiding the Search over Neutral Networks

VEGAS (Varying Evolvability-Guided Adaptive Search) is a new methodology...

0 Marie-Eleonore Marmion, et al. ∙

∙ 07/18/2012

First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes

This paper extends a recently proposed model for combinatorial landscape...

0 Gabriela Ochoa, et al. ∙

∙ 07/18/2012

Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives

In this paper, we conduct a fitness landscape analysis for multiobjectiv...

0 Sébastien Verel, et al. ∙

∙ 07/18/2012

Set-based Multiobjective Fitness Landscapes: A Preliminary Study

Fitness landscape analysis aims to understand the geometry of a given op...

0 Sébastien Verel, et al. ∙

∙ 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...

0 Marie-Eleonore Marmion, et al. ∙

∙ 07/18/2012

DAMS: Distributed Adaptive Metaheuristic Selection

We present a distributed generic algorithm called DAMS dedicated to adap...

0 Bilel Derbel, et al. ∙

∙ 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 ...

0 Fabio Daolio, et al. ∙

∙ 07/18/2012

Complex-network analysis of combinatorial spaces: The NK landscape case

We propose a network characterization of combinatorial fitness landscape...

0 Marco Tomassini, et al. ∙

∙ 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 ...

0 Leonardo Vanneschi, et al. ∙

∙ 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...

0 David Simoncini, et al. ∙

∙ 07/21/2011

Local Optima Networks of NK Landscapes with Neutrality

In previous work we have introduced a network-based model that abstracts...

0 Sébastien Verel, et al. ∙

∙ 07/21/2011

Local Optima Networks of the Quadratic Assignment Problem

Using a recently proposed model for combinatorial landscapes, Local Opti...

0 Fabio Daolio, et al. ∙

∙ 05/18/2009

Do not Choose Representation just Change: An Experimental Study in States based EA

Our aim in this paper is to analyse the phenotypic effects (evolvability...

0 Maroun Bercachi, et al. ∙

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