Gabriela Ochoa

Andrés Espinal

Proceedings of the New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024

Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic.

[BibT_eX]

[DOI]

Andrés Espinal

Proceedings of the New Directions on Hybrid Intelligent Systems Based on Neural Networks, 2024

Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms.

[BibT_eX]

[DOI]

Darrell Whitley

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Funnels in Multi-objective Fitness Landscapes.

[BibT_eX]

[DOI]

Arnaud Liefooghe

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Generalizing and Unifying Gray-Box Combinatorial Optimization Operators.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Approximating Pareto Local Optimal Solution Networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Large Language Models for the Automated Analysis of Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Understanding Search Trajectories in Parameter Tuning.

[BibT_eX]

[DOI]

María Riveros

Nicolás Rojas-Morales

Elizabeth Montero

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Landscape Analysis of Optimisation Problems and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Multiobjective Evolutionary Component Effect on Algorithm Behavior.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2024

2023

STNWeb: A new visualization tool for analyzing optimization algorithms.

[BibT_eX]

[DOI]

Softw. Impacts, September, 2023

Data for GECCO2023 Paper "Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness".

[BibT_eX]

[DOI]

Dataset, July, 2023

Replication package of paper "Local Optima Markov Chains: A New Tool for Landscape-aware Analysis of Algorithm Dynamics" published in GECCO 2023.

[BibT_eX]

[DOI]

Dataset, April, 2023

Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Software and Computer Applications, 2023

How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions.

[BibT_eX]

[DOI]

Wolfgang Banzhaf

Ting Hu

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Randomness in Local Optima Network Sampling.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Channel Configuration for Neural Architecture: Insights from the Search Space.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

On the Global Structure of PUBOi Fitness Landscapes.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Local Optima Networks of the Black Box Optimisation Benchmark Functions.

[BibT_eX]

[DOI]

Paul Mitchell

Romain Louis Chassagne

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Landscape Analysis of Optimization Problems and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

To Combine or not to Combine Graybox Crossover and Local Search?

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions.

[BibT_eX]

[DOI]

Darrell Whitley

Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2023

Under the Hood of Transfer Learning for Deep Neuroevolution.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Local Optima Networks for Assisted Seismic History Matching Problems.

[BibT_eX]

[DOI]

Paul Mitchell

Yuri Cossich Lavinas

Romain Louis Chassagne

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2023

Phenotype Search Trajectory Networks for Linear Genetic Programming.

[BibT_eX]

[DOI]

Ting Hu

Wolfgang Banzhaf

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Recombination and Novelty in Neuroevolution: A Visual Analysis.

[BibT_eX]

[DOI]

Stefano Sarti

SN Comput. Sci., 2022

The fractal geometry of fitness landscapes at the local optima level.

[BibT_eX]

[DOI]

Nat. Comput., 2022

Fitness landscape analysis of convolutional neural network architectures for image classification.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Dynastic Potential Crossover Operator.

[BibT_eX]

[DOI]

Evol. Comput., 2022

Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems.

[BibT_eX]

[DOI]

Yuri Cossich Lavinas

Claus Aranha

CoRR, 2022

Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2022

Fractal Dimension and Perturbation Strength: A Local Optima Networks View.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Neural Architecture Search: A Visual Analysis.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Local optima organize into lattices under recombination: an example using the traveling salesman problem.

[BibT_eX]

[DOI]

Darrell Whitley

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

On funnel depths and acceptance criteria in stochastic local search.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Component-wise analysis of automatically designed multiobjective algorithms on constrained problems.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Neuroevolution Trajectory Networks of the Behaviour Space.

[BibT_eX]

[DOI]

Stefano Sarti

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

Search Trajectories Networks of Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Yuri Cossich Lavinas

Claus Aranha

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021

A comparative analysis of two matheuristics by means of merged local optima networks.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2021

Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Search Trajectory Networks Applied to the Cyclic Bandwidth Sum Problem.

[BibT_eX]

[DOI]

Valentina Narvaez-Teran

Eduardo Rodriguez-Tello

IEEE Access, 2021

Partition crossover for continuous optimization: ePX.

[BibT_eX]

[DOI]

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

Local search pivoting rules and the landscape global structure.

[BibT_eX]

[DOI]

Sara Tari

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

Recent advances in landscape analysis for optimisation and learning.

[BibT_eX]

[DOI]

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

Understanding parameter spaces using local optima networks: a case study on particle swarm optimization.

[BibT_eX]

[DOI]

Christopher W. Cleghorn

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

Real-like MAX-SAT instances and the landscape structure across the phase transition.

[BibT_eX]

[DOI]

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

A NEAT Visualisation of Neuroevolution Trajectories.

[BibT_eX]

[DOI]

Stefano Sarti

Proceedings of the Applications of Evolutionary Computation, 2021

2020

Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2020

A New Generalized Partition Crossover for the Traveling Salesman Problem: Tunneling between Local Optima.

[BibT_eX]

[DOI]

Renato Tinós

Evol. Comput., 2020

Inferring Future Landscapes: Sampling the Local Optima Level.

[BibT_eX]

[DOI]

Evol. Comput., 2020

A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics.

[BibT_eX]

[DOI]

Andrés Espinal

Manuel Ornelas-Rodríguez

Horacio Rostro-González

Complex., 2020

Multi-objective evolutionary design of antibiotic treatments.

[BibT_eX]

[DOI]

Lee A. Christie

Andrew Hoyle

Artif. Intell. Medicine, 2020

Global Landscape Structure and the Random MAX-SAT Phase Transition.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Why many travelling salesman problem instances are easier than you think.

[BibT_eX]

[DOI]

Swetha Varadarajan

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Modelling parameter configuration spaces with local optima networks.

[BibT_eX]

[DOI]

German Treimun-Costa

Elizabeth Montero

Nicolás Rojas-Morales

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

The Local Optima Level in Chemotherapy Schedule Optimisation.

[BibT_eX]

[DOI]

Cristiano Guimarães Pimenta

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

Fitness Landscape Analysis of Automated Machine Learning Search Spaces.

[BibT_eX]

[DOI]

Alex Guimarães Cardoso de Sá

Gisele L. Pappa

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Optimising Antibiotic Treatments with Multi-objective Population-based Algorithms.

[BibT_eX]

[DOI]

Mila Goranova

Marco A. Contreras-Cruz

Andrew Hoyle

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Synthetic vs. Real-World Continuous Landscapes: A Local Optima Networks View.

[BibT_eX]

[DOI]

Marco A. Contreras-Cruz

Juan-Pablo Ramirez-Paredes

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

Next generation genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Recent advances in fitness landscape analysis.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Local optima network analysis for MAX-SAT.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Local optima networks for continuous fitness landscapes.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Clarifying the Difference in Local Optima Network Sampling Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Insights into the Feature Selection Problem Using Local Optima Networks.

[BibT_eX]

[DOI]

Werner Mostert

Andries P. Engelbrecht

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Rigorous Performance Analysis of State-of-the-Art TSP Heuristic Solvers.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Quasi-Optimal Recombination Operator.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

2018

An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning.

[BibT_eX]

[DOI]

ACM Trans. Softw. Eng. Methodol., 2018

Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis.

[BibT_eX]

[DOI]

Amaryllis Mavragani

J. Big Data, 2018

Forecasting AIDS prevalence in the United States using online search traffic data.

[BibT_eX]

[DOI]

Amaryllis Mavragani

J. Big Data, 2018

Mapping the global structure of TSP fitness landscapes.

[BibT_eX]

[DOI]

J. Heuristics, 2018

PageRank centrality for performance prediction: the impact of the local optima network model.

[BibT_eX]

[DOI]

Franz Rothlauf

J. Heuristics, 2018

Visualising the global structure of search landscapes: genetic improvement as a case study.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2018

The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak.

[BibT_eX]

[DOI]

Amaryllis Mavragani

Big Data Cogn. Comput., 2018

Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case.

[BibT_eX]

[DOI]

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

Tutorials at PPSN 2018.

[BibT_eX]

[DOI]

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

Perturbation Strength and the Global Structure of QAP Fitness Landscapes.

[BibT_eX]

[DOI]

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

Multifractality and dimensional determinism in local optima networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Search-maps: visualising and exploiting the global structure of computational search spaces.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Enhancing partition crossover with articulation points analysis.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

On the Fractal Nature of Local Optima Networks.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2018

How Perturbation Strength Shapes the Global Structure of TSP Fitness Landscapes.

[BibT_eX]

[DOI]

Paul McMenemy

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2018

Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2018

2017

Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling.

[BibT_eX]

[DOI]

Martín Carpio

Héctor Puga

Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

A methodology for determining an effective subset of heuristics in selection hyper-heuristics.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2017

Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces.

[BibT_eX]

[DOI]

Fabio Daolio

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Modelling genetic improvement landscapes with local optima networks.

[BibT_eX]

[DOI]

Fabio Daolio

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

The effect of landscape funnels in QAPLIB instances.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Comparing communities of optima with funnels in combinatorial fitness landscapes.

[BibT_eX]

[DOI]

Fabio Daolio

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Shaping communities of local optima by perturbation strength.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

Visualising the Search Landscape of the Triangle Program.

[BibT_eX]

[DOI]

William B. Langdon

Proceedings of the Genetic Programming - 20th European Conference, 2017

Local Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Grammar-based generation of variable-selection heuristics for constraint satisfaction problems.

[BibT_eX]

[DOI]

Alejandro Sosa-Ascencio

Santiago Enrique Conant-Pablos

Hugo Terashima-Marín

Genet. Program. Evolvable Mach., 2016

Editorial for the Special Issue on Combinatorial Optimization Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2016

Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence Systems, 2016

An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem.

[BibT_eX]

[DOI]

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

Tunnelling Crossover Networks for the Asymmetric TSP.

[BibT_eX]

[DOI]

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

Coarse-Grained Barrier Trees of Fitness Landscapes.

[BibT_eX]

[DOI]

Franz Rothlauf

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

Additional Dimensions to the Study of Funnels in Combinatorial Landscapes.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Communities of Local Optima as Funnels in Fitness Landscapes.

[BibT_eX]

[DOI]

Franz Rothlauf

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Women@GECCO 2016 Chairs' Welcome.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Deconstructing the Big Valley Search Space Hypothesis.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016

Genetic improvement: A key challenge for evolutionary computation.

[BibT_eX]

[DOI]

William B. Langdon

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

An Integer Linear Programming approach to the single and bi-objective Next Release Problem.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2015

Tunnelling Crossover Networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A benchmark set extension and comparative study for the HyFlex framework.

[BibT_eX]

[DOI]

Steven Adriaensen

Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2015

The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2015

2014

The component model for elementary landscapes and partial neighborhoods.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2014

Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2014

A unified hyper-heuristic framework for solving bin packing problems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Effective learning hyper-heuristics for the course timetabling problem.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2014

Local Optima Networks: A New Model of Combinatorial Fitness Landscapes.

[BibT_eX]

[DOI]

CoRR, 2014

Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP.

[BibT_eX]

[DOI]

Renato Tinós

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolvability metrics in adaptive operator selection.

[BibT_eX]

[DOI]

Juan Martín Carpio

Héctor Puga

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Women@GECCO 2014.

[BibT_eX]

[DOI]

Una-May O'Reilly

Anna Esparcia-Alcázar

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Population-based optimization of cytostatic/cytotoxic combination cancer chemotherapy.

[BibT_eX]

[DOI]

Soft Comput., 2013

Hyper-heuristics: a survey of the state of the art.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2013

An effective heuristic for the two-dimensional irregular bin packing problem.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2013

Search methodologies in real-world software engineering.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Local Optima Networks of the Permutation Flow-Shop Problem.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2013

2012

Fitness Landscapes and the Andrews-Curtis Conjecture.

[BibT_eX]

[DOI]

Int. J. Algebra Comput., 2012

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

[BibT_eX]

[DOI]

Mike Preuss

Thomas Bartz-Beielstein

Marc Schoenauer

Evol. Comput., 2012

Communities of Minima in Local Optima Networks of Combinatorial Spaces

[BibT_eX]

[DOI]

CoRR, 2012

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

[BibT_eX]

[DOI]

CoRR, 2012

Adaptive Evolutionary Algorithms and Extensions to the HyFlex Hyper-heuristic Framework.

[BibT_eX]

[DOI]

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

Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance.

[BibT_eX]

[DOI]

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

Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework.

[BibT_eX]

[DOI]

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

Hyper-heuristics and cross-domain optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Local optima networks and the performance of iterated local search.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

HyFlex: A Benchmark Framework for Cross-Domain Heuristic Search.

[BibT_eX]

[DOI]

Matthew R. Hyde

Timothy Curtois

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

2011

Local Optima Networks of NK Landscapes With Neutrality.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2011

On the automatic discovery of variants of the NEH procedure for flow shop scheduling using genetic programming.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2011

HyFlex: A Benchmark Framework for Cross-domain Heuristic Search

[BibT_eX]

[DOI]

CoRR, 2011

Clustering of Local Optima in Combinatorial Fitness Landscapes.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

The Cross-Domain Heuristic Search Challenge - An International Research Competition.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Partial neighborhoods of the traveling salesman problem.

[BibT_eX]

[DOI]

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

Automated heuristic design.

[BibT_eX]

[DOI]

Matthew R. Hyde

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

Adaptive iterated local search for cross-domain optimisation.

[BibT_eX]

[DOI]

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

Local Optima Networks with Escape Edges.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2011

2010

A Reinforcement Learning - Great-Deluge Hyper-Heuristic for Examination Timetabling.

[BibT_eX]

[DOI]

Int. J. Appl. Metaheuristic Comput., 2010

Special issue on hyper-heuristics in search and optimization.

[BibT_eX]

[DOI]

Ender Özcan

J. Heuristics, 2010

Modeling and optimization of combined cytostatic and cytotoxic cancer chemotherapy.

[BibT_eX]

[DOI]

Soraya Aguilar

Artif. Intell. Medicine, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

Local Optima Networks of the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Iterated local search vs. hyper-heuristics: Towards general-purpose search algorithms.

[BibT_eX]

[DOI]

Michel Gendreau

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

A PSO/ACO approach to knowledge discovery in a pharmacovigilance context.

[BibT_eX]

[DOI]

Margarita Sordo

Shawn N. Murphy

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Analyzing the landscape of a graph based hyper-heuristic for timetabling problems.

[BibT_eX]

[DOI]

Rong Qu

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Cheating for problem solving: a genetic algorithm with social interactions.

[BibT_eX]

[DOI]

Rafael Lahoz-Beltra

Uwe Aickelin

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Towards the decathlon challenge of search heuristics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Dispatching rules for production scheduling: A hyper-heuristic landscape analysis.

[BibT_eX]

[DOI]

Sanja Petrovic

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

A study of NK landscapes' basins and local optima networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

The Connectivity of NK Landscapes' Basins - A Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007

An evolutionary approach to cancer chemotherapy scheduling.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

The Cooperative Royal Road: Avoiding Hitchhiking.

[BibT_eX]

[DOI]

Evelyne Lutton

Proceedings of the Artificial Evolution, 2007

2006

Error Thresholds in Genetic Algorithms.

[BibT_eX]

[DOI]

Evol. Comput., 2006

Assortative Mating Drastically Alters the Magnitude of Error Thresholds.

[BibT_eX]

[DOI]

Klaus Jaffe

Proceedings of the Parallel Problem Solving from Nature, 2006

2005

Assortative Mating in Genetic Algorithms for Dynamic Problems.

[BibT_eX]

[DOI]

Christian Mädler-Kron

Ricardo Rodriguez

Klaus Jaffe

Proceedings of the Applications of Evolutionary Computing, 2005

Evolving L-Systems to Capture Protein Structure Native Conformations.

[BibT_eX]

[DOI]

Gabi Escuela

Natalio Krasnogor

Proceedings of the Genetic Programming, 8th European Conference, 2005

Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Folding.

[BibT_eX]

[DOI]

Gabi Escuela

Natalio Krasnogor

Proceedings of the Artificial Evolution, 2005

A Critical View of the Evolutionary Design of Self-assembling Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2005

2004

Heuristic design of cancer chemotherapies.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2004

2002

Setting The Mutation Rate: Scope And Limitations Of The 1/L Heuristic.

[BibT_eX]

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

2000

Error thresholds and optimal mutation rates in genetic algorithms.

[BibT_eX]

[DOI]

PhD thesis, 2000

Consensus Sequence Plots and Error Thresholds: Tools for Visualising the Structure of Fitness Landscapes.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2000

Optimal Mutation Rates and Selection Pressure in Genetic Algorithms.

[BibT_eX]

Inman Harvey

Hilary Buxton

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

Error Thresholds and Their Relation to Optimal Mutation Rates.

[BibT_eX]

[DOI]

Inman Harvey

Hilary Buxton

Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

1998

On Genetic Algorithms and Lindenmayer Systems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1998

Recombination and Error Thresholds in Finite Populations.

[BibT_eX]