Marc Schoenauer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo.

[BibT_eX]

[DOI]

Alexandre Quemy

Benjamin Bouvier

Jan Gmys

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Zoetrope genetic programming for regression.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

LEAP nets for system identification and application to power systems.

[BibT_eX]

[DOI]

Neurocomputing, 2020

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.

[BibT_eX]

[DOI]

Artif. Life, 2020

Deep Statistical Solvers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators.

[BibT_eX]

[DOI]

Julien Girard-Satabin

Guillaume Charpiat

Zakaria Chihani

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Automated Machine Learning with Monte-Carlo Tree Search (Extended Version).

[BibT_eX]

[DOI]

Herilalaina Rakotoarison

Maria Yaneli Ameca-Alducin

CoRR, 2019

On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints.

[BibT_eX]

[DOI]

Maryam Hasani-Shoreh

Wilson Blaikie

Frank Neumann

CoRR, 2019

Automated Machine Learning with Monte-Carlo Tree Search.

[BibT_eX]

[DOI]

Herilalaina Rakotoarison

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-Domain Adversarial Learning.

[BibT_eX]

[DOI]

Alice Schoenauer Sebag

Proceedings of the 7th International Conference on Learning Representations, 2019

Optimizing coverage of simulated driving scenarios for the autonomous vehicle.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Connected Vehicles and Expo, 2019

Promoting semantic diversity in multi-objective genetic programming.

[BibT_eX]

[DOI]

Edgar Galván

Maria Yaneli Ameca-Alducin

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

LEAP nets for power grid perturbations.

[BibT_eX]

[DOI]

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints.

[BibT_eX]

[DOI]

Maryam Hasani-Shoreh

Wilson Blaikie

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

An artificial immune system for offline isolated handwritten arabic character recognition.

[BibT_eX]

[DOI]

Chaouki Boufenar

Mohamed Batouche

Evol. Syst., 2018

Tutorials at PPSN 2018.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Optimization of computational budget for power system risk assessment.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Anticipating contingengies in power grids using fast neural net screening.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Bio-inspired approaches to anomaly and intrusion detection.

[BibT_eX]

[DOI]

Luis Martí

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Fast Power system security analysis with Guided Dropout.

[BibT_eX]

[DOI]

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Introducing machine learning for power system operation support.

[BibT_eX]

[DOI]

CoRR, 2017

Stochastic Gradient Descent: Going As Fast As Possible But Not Faster.

[BibT_eX]

[DOI]

Alice Schoenauer Sebag

CoRR, 2017

Toward Optimal Run Racing: Application to Deep Learning Calibration.

[BibT_eX]

[DOI]

CoRR, 2017

ASAP.V2 and ASAP.V3: Sequential optimization of an Algorithm Selector and a Scheduler.

[BibT_eX]

[DOI]

François Gonard

Proceedings of the Open Algorithm Selection Challenge 2017, 2017

Progressively adding objectives: a case study in anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Dynamic GP fitness cases in static and dynamic optimisation problems.

[BibT_eX]

[DOI]

Lucia Vázquez-Mendoza

Leonardo Trujillo

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Per instance algorithm configuration of CMA-ES with limited budget.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems.

[BibT_eX]

[DOI]

Lucia Vázquez-Mendoza

Leonardo Trujillo

Proceedings of the Artificial Evolution, 2017

2016

Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

On the Use of Semantics in Multi-objective Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Feature Based Algorithm Configuration: A Case Study with Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Anti Imitation-Based Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Surrogate Assisted Feature Computation for Continuous Problems.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand.

[BibT_eX]

[DOI]

Constantinos Patsakis

Leonardo Trujillo

Proceedings of the Computational Intelligence - International Joint Conference, 2015

Design of an Autonomous Intelligent Demand-Side Management System by using Electric Vehicles as Mobile Energy Storage Units by Means of Evolutionary Algorithms.

[BibT_eX]

[DOI]

Constantinos Patsakis

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Greedy Semantic Local Search for Small Solutions.

[BibT_eX]

[DOI]

Robyn Ffrancon

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Memetic Semantic Genetic Programming.

[BibT_eX]

[DOI]

Robyn Ffrancon

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

True Pareto Fronts for Multi-objective AI Planning Instances.

[BibT_eX]

[DOI]

Alexandre Quemy

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015

Parameter Setting for Multicore CMA-ES with Large Populations.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2015

2014

Racing Multi-objective Selection Probabilities.

[BibT_eX]

[DOI]

Gaétan Marceau-Caron

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Programming by Feedback.

[BibT_eX]

[DOI]

Riad Akrour

Jean-Christophe Souplet

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management.

[BibT_eX]

[DOI]

Gaétan Marceau

CoRR, 2013

Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem.

[BibT_eX]

[DOI]

Gaétan Marceau

CoRR, 2013

KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization.

[BibT_eX]

[DOI]

CoRR, 2013

Guest editorial: special issue - revised selected papers of the LION 6 conference.

[BibT_eX]

[DOI]

Youssef Hamadi

Ann. Math. Artif. Intell., 2013

Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop Problem.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Pareto-Based Multiobjective AI Planning.

[BibT_eX]

[DOI]

François-Michel De Rainville

Proceedings of the IJCAI 2013, 2013

Sustainable cooperative coevolution with a multi-armed bandit.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multiobjective optimization for reducing delays and congestion in air traffic management.

[BibT_eX]

[DOI]

Gaétan Marceau

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Bi-population CMA-ES agorithms with surrogate models and line searches.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es).

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multi-objective AI Planning: Comparing Aggregation and Pareto Approaches.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2013

Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Bandit-Based Search for Constraint Programming.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2013

Multiobjective tactical planning under uncertainty for air traffic flow and capacity management.

[BibT_eX]

[DOI]

Gaétan Marceau Caron

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods.

[BibT_eX]

[DOI]

Gabriela Ochoa

Mike Preuss

Thomas Bartz-Beielstein

Evol. Comput., 2012

Benchmarking of Continuous Black Box Optimization Algorithms.

[BibT_eX]

[DOI]

Nikolaus Hansen

Evol. Comput., 2012

Online Learning for Ground Trajectory Prediction

[BibT_eX]

[DOI]

CoRR, 2012

Increasing Air Traffic: What is the Problem?

[BibT_eX]

[DOI]

CoRR, 2012

The grand challenge of computer Go: Monte Carlo tree search and extensions.

[BibT_eX]

[DOI]

Commun. ACM, 2012

Alternative Restart Strategies for CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

APRIL: Active Preference Learning-Based Reinforcement Learning.

[BibT_eX]

[DOI]

Riad Akrour

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling.

[BibT_eX]

[DOI]

Thomas Philip Runarsson

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

Asynchronous master/slave moeas and heterogeneous evaluation costs.

[BibT_eX]

[DOI]

Mouadh Yagoubi

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A Multi-objective Approach to Balance Buildings Construction Cost and Energy Efficiency.

[BibT_eX]

[DOI]

Youssef Hamadi

Proceedings of the ECAI 2012, 2012

Adaptive Operator Selection and Management in Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Autonomous Search, 2012

2011

Robustness and the Halting Problem for Multicellular Artificial Ontogeny.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2011

Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Preference-Based Policy Learning.

[BibT_eX]

[DOI]

Riad Akrour

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Simple tools for multimodal optimization.

[BibT_eX]

[DOI]

Fabien Teytaud

Olivier Teytaud

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Adaptive coordinate descent.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Optimizing architectural and structural aspects of buildings towards higher energy efficiency.

[BibT_eX]

[DOI]

Youssef Hamadi

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Instance-based parameter tuning for evolutionary AI planning.

[BibT_eX]

[DOI]

Mátyás Brendel

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Not All Parents Are Equal for MO-CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

Artificial gene regulatory networks and spatial computation: A case study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs.

[BibT_eX]

[DOI]

Mouadh Yagoubi

Ludovic Thobois

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize.

[BibT_eX]

[DOI]

Fabien Teytaud

Olivier Teytaud

Proceedings of the Artificial Evolution, 2011

Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning.

[BibT_eX]

[DOI]

Mátyás Brendel

Proceedings of the Artificial Evolution, 2011

2010

Analyzing bandit-based adaptive operator selection mechanisms.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2010

Dominance-Based Pareto-Surrogate for Multi-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Cellular Automata with Irregular Structure: A Compact Representation.

[BibT_eX]

[DOI]

Jana Baran

Pavel Petrovic

Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Comparison-Based Optimizers Need Comparison-Based Surrogates.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

Open-Ended Evolutionary Robotics: An Information Theoretic Approach.

[BibT_eX]

[DOI]

Pierre Delarboulas

Proceedings of the Parallel Problem Solving from Nature, 2010

A pareto-compliant surrogate approach for multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A mono surrogate for multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Toward comparison-based adaptive operator selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

On the generality of parameter tuning in evolutionary planning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

On the Benefit of Sub-optimality within the Divide-and-Evolve Scheme.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Evolving Genes to Balance a Pole.

[BibT_eX]

[DOI]

Wolfgang Banzhaf

Proceedings of the Genetic Programming, 13th European Conference, 2010

An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

2009

On the evolution of scale-free topologies with a gene regulatory network model.

[BibT_eX]

[DOI]

Biosyst., 2009

Experimental Comparisons of Derivative Free Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Experimental Algorithms, 8th International Symposium, 2009

Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization, Third International Conference, 2009

Evolving specific network statistical properties using a gene regulatory network model.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

The impact of network topology on self-organizing maps.

[BibT_eX]

[DOI]

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Analysis of adaptive operator selection techniques on the royal road and long k-path problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Extreme: dynamic multi-armed bandits for adaptive operator selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Bringing evolutionary computation to industrial applications with guide.

[BibT_eX]

[DOI]

Luís Da Costa

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2009

Divide-And-Evolve Facing State-of-the-Art Temporal Planners during the 6th International Planning Competition.

[BibT_eX]

[DOI]

Jacques Bibai

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2009

A Statistical Learning Perspective of Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 12th European Conference, 2009

Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Artificial Ontogeny for Truss Structure Design.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Supervised and Evolutionary Learning of Echo State Networks.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2008

Extreme Value Based Adaptive Operator Selection.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2008

Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Vincent Vidal

Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

Unsupervised learning of echo state networks: balancing the double pole.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Adaptive operator selection with dynamic multi-armed bandits.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Evolving scale-free topologies using a Gene Regulatory Network model.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Parameter Control in Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007

In Memoriam Laurence J. Fogel.

[BibT_eX]

[DOI]

Francisco Fernández de Vega

Evol. Comput., 2007

Self-adaptive Gossip Policies for Distributed Population-based Algorithms

[BibT_eX]

[DOI]

Juan Luis Jiménez Laredo

CoRR, 2007

Optimising the topology of complex neural networks

[BibT_eX]

[DOI]

CoRR, 2007

Evolutionary Mesh Numbering: Preliminary Results

[BibT_eX]

[DOI]

Francis Sourd

CoRR, 2007

Parameter Setting for Evolutionary Latent Class Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

Ensemble learning for free with evolutionary algorithms?

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm.

[BibT_eX]

[DOI]

Pedro Ángel Castillo Valdivieso

Juan Luis Jiménez Laredo

Antonio Miguel Mora

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Autonomous selection in evolutionary algorithms.

[BibT_eX]

[DOI]

D. W. F. van Krevelen

M. C. Hobbelman

M. A. ten Hagen

R. C. van het Schip

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Robust multi-cellular developmental design.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Identification of the isotherm function in chromatography using CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2007

2006

Universal Consistency and Bloat in GP Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint.

[BibT_eX]

[DOI]

Rev. d'Intelligence Artif., 2006

Editorial for the Special Issue on the Best of GECCO 2004.

[BibT_eX]

[DOI]

Riccardo Poli

Evol. Comput., 2006

Using Domain Knowledge in Evolutionary System Identification

[BibT_eX]

[DOI]

CoRR, 2006

Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

On the benefits of inoculation, an example in train scheduling.

[BibT_eX]

[DOI]

Yann Semet

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Divide-and-Evolve: A New Memetic Scheme for Domain-Independent Temporal Planning.

[BibT_eX]

[DOI]

Vincent Vidal

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006

Genetic Programming, Validation Sets, and Parsimony Pressure.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 9th European Conference, 2006

Blindbuilder: A New Encoding to Evolve Lego-Like Structures.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 9th European Conference, 2006

2005

Artificial Agents and Speculative Bubbles

[BibT_eX]

[DOI]

CoRR, 2005

ATNoSFERES revisited.

[BibT_eX]

[DOI]

Samuel Landau

Olivier Sigaud

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Evolution of Voronoi based fuzzy recurrent controllers.

[BibT_eX]

[DOI]

Carlos Kavka

Patricia Roggero

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A statistical learning theory approach of bloat.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Local and global order 3/2 convergence of a surrogate evolutionary algorithm.

[BibT_eX]

[DOI]

Olivier Teytaud

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Apprentissage statistique et programmation génétique: la croissance du code est-elle inévitable?

[BibT_eX]

Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

A geologically-sound representation for evolutionary multi-objective subsurface identification.

[BibT_eX]

[DOI]

Vijay Pratap Singh

Michel Leger

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling.

[BibT_eX]

[DOI]

Yann Semet

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Preface.

[BibT_eX]

[DOI]

Thomas Bäck

Lars Willmes

Nat. Comput., 2004

Editorial Introduction.

[BibT_eX]

[DOI]

Evol. Comput., 2004

Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms.

[BibT_eX]

[DOI]

Olga Rudenko

Proceedings of the Parallel Problem Solving from Nature, 2004

Evolution of Voronoi-Based Fuzzy Controllers.

[BibT_eX]

[DOI]

Carlos Kavka

Proceedings of the Parallel Problem Solving from Nature, 2004

Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics.

[BibT_eX]

[DOI]

Nicolas Godzik

Proceedings of the Parallel Problem Solving from Nature, 2004

LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation.

[BibT_eX]

[DOI]

Nicolas Vanhaecke

Proceedings of the Parallel Problem Solving from Nature, 2004

Pareto optimal sensing strategies for an active vision system.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Voronoi Diagrams Based Function Identification.

[BibT_eX]

[DOI]

Carlos Kavka

Proceedings of the Genetic and Evolutionary Computation, 2003

Dimension-Independent Convergence Rate for Non-isotropic (1, lambda) - ES.

[BibT_eX]

[DOI]

Claude Le Bris

Proceedings of the Genetic and Evolutionary Computation, 2003

Evolving Symbolic Controllers.

[BibT_eX]

[DOI]

Nicolas Godzik

Proceedings of the Applications of Evolutionary Computing, 2003

GUIDE: Unifying Evolutionary Engines through a Graphical User Interface.

[BibT_eX]

[DOI]

Pierre Collet

Proceedings of the Artificial Evolution, 2003

ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2003

2002

Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Information Systems, 2002

Evolutionary computing.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2002

Compact Unstructured Representations for Evolutionary Design.

[BibT_eX]

[DOI]

Appl. Intell., 2002

A Framework for Distributed Evolutionary Algorithms.

[BibT_eX]

[DOI]

Maribel García Arenas

Pierre Collet

Márk Jelasity

Ben Paechter

Mike Preuß

Proceedings of the Parallel Problem Solving from Nature, 2002

JEO: Java Evolving Objects.

[BibT_eX]

Maribel García Arenas

Brad Dolin

Pedro Ángel Castillo Valdivieso

Ignacio Fernández De Viana

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Overview and software guide of evolutionary algorithms; A case study in quantum control.

[BibT_eX]

[DOI]

Adel Ben Haj Yedder

Proceedings of the Quantum Control, 2002

ASCHEA: new results using adaptive segregational constraint handling.

[BibT_eX]

[DOI]

Sana Ben Hamida

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

A Multiobjective Evolutionary Algorithm for Car Front End Design.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2001

Evolving Objects: A General Purpose Evolutionary Computation Library.

[BibT_eX]

[DOI]

Maarten Keijzer

Gustavo Romero

Proceedings of the Artificial Evolution, 2001

Surrogate Deterministic Mutation: Preliminary Results.

[BibT_eX]

[DOI]

Kamal Abboud

Proceedings of the Artificial Evolution, 2001

2000

Polar IFS + Parisian Genetic Programming = Efficient IFS Inverse Problem Solving.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2000

An Adaptive Algorithm for Constrained Optimization Problems.

[BibT_eX]

[DOI]

Sana Ben Hamida

Proceedings of the Parallel Problem Solving from Nature, 2000

Take It EASEA.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2000

A Distributed Resource Evolutionary Algorithm Machine (DREAM).

[BibT_eX]

[DOI]

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

Alternative flight route generator by genetic algorithms.

[BibT_eX]

[DOI]

Sofiane Oussedik

Daniel Delahaye

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Rigorous Hitting Times for Binary Mutations.

[BibT_eX]

[DOI]

Josselin Garnier

Evol. Comput., 1999

Evolutionary Algorithms as Fittness Function Debuggers.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Manipulation of non-linear IFS attractors using genetic programming.

[BibT_eX]

[DOI]

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

Dynamic air traffic planning by genetic algorithms.

[BibT_eX]

[DOI]

Sofiane Oussedik

Daniel Delahaye

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

On functions with a given fitness-distance relation.

[BibT_eX]

[DOI]

Bart Naudts

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile.

[BibT_eX]

[DOI]

Sana Ben Hamida

Alain Racine

Proceedings of the Artificial Evolution, 4th European Conference, 1999

1998

Revisiting the Memory of Evolution.

[BibT_eX]

[DOI]

Mathieu Peyral

Fundam. Informaticae, 1998

A Dynamic Lattice to Evolve Hierarchically Shared Subroutines.

[BibT_eX]

[DOI]

Alain Racine

Philippe Dague

Proceedings of the Genetic Programming, First European Workshop, 1998

Sphere Operators and Their Applicability for Constrained Parameter Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997

Toward Civilized Evolution: Developing Inhibitions.

[BibT_eX]

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Boundary Operators for Constrained Parameter Optimization Problems.

[BibT_eX]

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Alternative Random Initialization in Genetic Algorithms.

[BibT_eX]

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Inductive Learning of Mutation Step-Size in Evolutionary Parameter Optimization.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997

Mimetic Evolution.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, Third European Conference, 1997

A Priori Comparison of Binary Crossover Operators: No Universal Statistical Measure, But a Set of Hints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, Third European Conference, 1997

1996

Evolutionary Algorithms for Constrained Parameter Optimization Problems.

[BibT_eX]

[DOI]

Evol. Comput., 1996

Mutation by Imitation in Boolean Evolution Strategies.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1996

Evolutionary Computation at the Edge of Feasibility.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1996

Controlling Evolution by Means of Machine Learning.

[BibT_eX]

Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996

Shape Representations and Evolution Schemes.

[BibT_eX]

Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996

1995

A numerical strategy to defectuous knowledge using.

[BibT_eX]

[DOI]

Ann. Oper. Res., 1995

Evolutionary Chromatographic Law Identification by Recurrent Neural Nets.

[BibT_eX]

Alessandro Fadda

Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995

Genetic Algorithms for Automatic Regrouping of Air Traffic Control Sectors.

[BibT_eX]

Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995

An Induction-based Control for Genetic Algorithms (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-95, 1995

How Long Does It Take to Evolve a Neural Net?

[BibT_eX]

[DOI]

Edmund M. A. Ronald

Proceedings of the Artificial Evolution, European Conference, 1995

Induction-Based Control of Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, European Conference, 1995

Genetic Operators for Two-Dimensional Shape Optimization.

[BibT_eX]

[DOI]

Couro Kane

Proceedings of the Artificial Evolution, European Conference, 1995

1994

Controlling Crossover through Inductive Learning.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1994

Genetic Lander: An Experiment in Accurate Neuro-Genetic Control.

[BibT_eX]

[DOI]

Edmund M. A. Ronald

Proceedings of the Parallel Problem Solving from Nature, 1994

Neuro-Genetic Truck Backer-Upper Controller.

[BibT_eX]

[DOI]

Edmund M. A. Ronald

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Genetic Algorithms for Air Traffic Assignment.

[BibT_eX]

Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994

1993

Constrained GA Optimization.

[BibT_eX]

Spyros Xanthakis

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

A Rule-Based Similarity Measure.

[BibT_eX]

[DOI]

Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993

1992

Learning to Control Inconsistent Knowledge.

[BibT_eX]

Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991

Using Examples to Refine a Redundant Knowledge Base.

[BibT_eX]

Proceedings of the European Workshop on the Verification and Validation of Knowledge-Based Systems, 1991

1990

Incremental Learning of Rules and Meta-rules.

[BibT_eX]

[DOI]