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Gabriela Ochoa

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

106

Venues

8

Active years

1998–2026

Best venue rank

A

Where they publish

Papers

106 indexed papers, newest first.

YearVenueTitleAuthors
2026EUROGPSemantic Search Trajectory Networks for Understanding Genetic Programming.Josip Hrvatic, Magda Smolic-Rocak, Marko urasevic, Gabriela Ochoa
2026EvoCOPGray-Box Bi-objective Boolean Optimization Using Deterministic Recombination with Iterated Local Search.Surendra Kurivella, Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Francesco Cecere, Bilel Derbel
2026GECCOComparing to the Optimal Pareto Front: An Evaluation of Multiobjective Evolutionary Algorithms for Boolean Functions.Surendra Kurivella, Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Bilel Derbel
2026GECCOLandscape Analysis of Optimization Problems and Algorithms.Gabriela Ochoa, Katherine M. Malan
2026GECCOMulti-objective Local Optima Networks based on Decomposition.Gabriela Ochoa, Quentin Renau, Arnaud Liefooghe, Jonathan E. Fieldsend
2026GECCOEvolutionary Tunneling and Periodicity Across the Big Valley Distribution.Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2026PPSNFrom Networks to Landscapes: Sampling and Topographic Visualisation of Continuous LONs.Quentin Renau, Gabriela Ochoa, Arnaud Liefooghe, Jonathan E. Fieldsend
2025EUROGPThe Role of Stepping Stones in MAP-Elites: Insights from Search Trajectory Networks.Giorgia Nadizar, Francesco Rusin, Eric Medvet, Gabriela Ochoa
2025EvoCOPLON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization.Arnaud Liefooghe, Gabriela Ochoa, Sbastien Vrel
2025GECCOHow Neutrality Shapes Evolution: Simplicity Bias and Search.Ting Hu, Wolfgang Banzhaf, Gabriela Ochoa
2025GECCOA Search Trajectory Networks Model to Understand irace.Pablo Estobar, Nicols Rojas-Morales, Diana Gil-Silvestre, Gabriela Ochoa
2025GECCOCustomized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance.Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025GECCOHow Partition Crossover Exposes Parallel Lattices and the Fractal Structure of k-Bounded Functions.Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2025IJCCIScaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes.Gabriela Ochoa, Hernn E. Aguirre, Arnaud Liefooghe, Sbastien Vrel
2025IJCCIBehaviour Space Analysis of LLM-Driven Meta-Heuristic Discovery.Niki van Stein, Haoran Yin, Anna V. Kononova, Thomas Bck, Gabriela Ochoa
2024EvoCOPReduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination.Darrell Whitley, Gabriela Ochoa, Noah Floyd, Francisco Chicano
2024GECCOMultiobjective Evolutionary Component Effect on Algorithm Behavior.Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2024GECCOLandscape Analysis of Optimisation Problems and Algorithms.Gabriela Ochoa, Katherine M. Malan
2024GECCOUnderstanding Search Trajectories in Parameter Tuning.Mara Riveros, Nicols Rojas-Morales, Elizabeth Montero, Gabriela Ochoa
2024GECCOAn Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy.Camilo Chacn Sartori, Christian Blum, Gabriela Ochoa
2024GECCOLarge Language Models for the Automated Analysis of Optimization Algorithms.Camilo Chacn Sartori, Christian Blum, Gabriela Ochoa
2024GECCOApproximating Pareto Local Optimal Solution Networks.Shoichiro Tanaka, Gabriela Ochoa, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato
2024IJCCISearch Trajectories Illuminated.Gabriela Ochoa
2024PPSNGeneralizing and Unifying Gray-Box Combinatorial Optimization Operators.Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tins
2024PPSNFunnels in Multi-objective Fitness Landscapes.Gabriela Ochoa, Arnaud Liefooghe, Sbastien Vrel
2024PPSNEntropy, Search Trajectories, and Explainability for Frequency Fitness Assignment.Sarah L. Thomson, Gabriela Ochoa, Daan van den Berg, Tianyu Liang, Thomas Weise
2024PPSNOver Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms.Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2023EUROGPPhenotype Search Trajectory Networks for Linear Genetic Programming.Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf
2023FOGAPartition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions.Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2023GECCOTo Combine or not to Combine Graybox Crossover and Local Search?Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa
2023GECCOLocal Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics.Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne
2023GECCOPareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness.Arnaud Liefooghe, Gabriela Ochoa, Sbastien Vrel, Bilel Derbel
2023GECCOLandscape Analysis of Optimization Problems and Algorithms.Katherine M. Malan, Gabriela Ochoa
2023GECCOLocal Optima Networks of the Black Box Optimisation Benchmark Functions.Paul Mitchell, Gabriela Ochoa, Romain Louis Chassagne
2023GECCOOn the Global Structure of PUBOi Fitness Landscapes.Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sbastien Vrel
2023GECCOChannel Configuration for Neural Architecture: Insights from the Search Space.Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak
2023GECCORandomness in Local Optima Network Sampling.Sarah L. Thomson, Nadarajen Veerapen, Gabriela Ochoa, Daan van den Berg
2022GECCOComponent-wise analysis of automatically designed multiobjective algorithms on constrained problems.Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2022GECCOOn funnel depths and acceptance criteria in stochastic local search.Sarah L. Thomson, Gabriela Ochoa
2022GECCOLocal optima organize into lattices under recombination: an example using the traveling salesman problem.Darrell Whitley, Gabriela Ochoa
2022PPSNNeural Architecture Search: A Visual Analysis.Gabriela Ochoa, Nadarajen Veerapen
2022PPSNFractal Dimension and Perturbation Strength: A Local Optima Networks View.Sarah L. Thomson, Gabriela Ochoa, Sbastien Vrel
2021GECCOReal-like MAX-SAT instances and the landscape structure across the phase transition.Francisco Chicano, Gabriela Ochoa, Marco Tomassini
2021GECCOUnderstanding parameter spaces using local optima networks: a case study on particle swarm optimization.Christopher W. Cleghorn, Gabriela Ochoa
2021GECCORecent advances in landscape analysis for optimisation and learning.Katherine M. Malan, Gabriela Ochoa
2021GECCOLocal search pivoting rules and the landscape global structure.Sara Tari, Gabriela Ochoa
2021GECCOPartition crossover for continuous optimization: ePX.Renato Tins, Darrell Whitley, Francisco Chicano, Gabriela Ochoa
2020CECOptimising Antibiotic Treatments with Multi-objective Population-based Algorithms.Mila Goranova, Marco A. Contreras-Cruz, Andrew Hoyle, Gabriela Ochoa
2020GECCOModelling parameter configuration spaces with local optima networks.German Treimun-Costa, Elizabeth Montero, Gabriela Ochoa, Nicols Rojas-Morales
2020GECCOWhy many travelling salesman problem instances are easier than you think.Swetha Varadarajan, L. Darrell Whitley, Gabriela Ochoa
2020PPSNGlobal Landscape Structure and the Random MAX-SAT Phase Transition.Gabriela Ochoa, Francisco Chicano, Marco Tomassini
2019GECCOLocal optima networks for continuous fitness landscapes.Jason Adair, Gabriela Ochoa, Katherine M. Malan
2019GECCOLocal optima network analysis for MAX-SAT.Gabriela Ochoa, Francisco Chicano
2019GECCORecent advances in fitness landscape analysis.Gabriela Ochoa, Katherine M. Malan
2019GECCONext generation genetic algorithms.L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tins
2018GECCOEnhancing partition crossover with articulation points analysis.Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tins
2018GECCOSearch-maps: visualising and exploiting the global structure of computational search spaces.Gabriela Ochoa, Nadarajen Veerapen
2018GECCOMultifractality and dimensional determinism in local optima networks.Sarah L. Thomson, Sbastien Vrel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
2018GECCONext generation genetic algorithms.L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tins
2018PPSNPerturbation Strength and the Global Structure of QAP Fitness Landscapes.Gabriela Ochoa, Sebastian Herrmann
2018PPSNTutorials at PPSN 2018.Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Mart, Yi Mei, Juan Julin Merelo Guervs, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2018PPSNSampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case.Sbastien Vrel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
2017CECLocal Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time.Leticia Hernando, Fabio Daolio, Nadarajen Veerapen, Gabriela Ochoa
2017EUROGPVisualising the Search Landscape of the Triangle Program.William B. Langdon, Nadarajen Veerapen, Gabriela Ochoa
2017GECCOOptimizing one million variable NK landscapes by hybridizing deterministic recombination and local search.Francisco Chicano, L. Darrell Whitley, Gabriela Ochoa, Renato Tins
2017GECCOShaping communities of local optima by perturbation strength.Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf
2017GECCOComparing communities of optima with funnels in combinatorial fitness landscapes.Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa
2017GECCOThe effect of landscape funnels in QAPLIB instances.Sarah L. Thomson, Gabriela Ochoa, Fabio Daolio, Nadarajen Veerapen
2017GECCOModelling genetic improvement landscapes with local optima networks.Nadarajen Veerapen, Fabio Daolio, Gabriela Ochoa
2016CECGenetic improvement: A key challenge for evolutionary computation.William B. Langdon, Gabriela Ochoa
2016GECCOWomen@GECCO 2016 Chairs' Welcome.Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood
2016GECCOCommunities of Local Optima as Funnels in Fitness Landscapes.Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016GECCOAdditional Dimensions to the Study of Funnels in Combinatorial Landscapes.Gabriela Ochoa, Nadarajen Veerapen
2016PPSNCoarse-Grained Barrier Trees of Fitness Landscapes.Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016PPSNTunnelling Crossover Networks for the Asymmetric TSP.Nadarajen Veerapen, Gabriela Ochoa, Renato Tins, L. Darrell Whitley
2016PPSNAn Evolutionary Hyper-heuristic for the Software Project Scheduling Problem.Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao
2015CECA benchmark set extension and comparative study for the HyFlex framework.Steven Adriaensen, Gabriela Ochoa, Ann Now
2015GECCOTunnelling Crossover Networks.Gabriela Ochoa, Francisco Chicano, Renato Tins, L. Darrell Whitley
2014GECCOWomen@GECCO 2014.Una-May O'Reilly, Anna Esparcia-Alczar, Anne Auger, Carola Doerr, Anik Ekrt, Gabriela Ochoa
2014GECCOEvolvability metrics in adaptive operator selection.Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martn Carpio, Hctor Puga
2014GECCOGeneralized asymmetric partition crossover (GAPX) for the asymmetric TSP.Renato Tins, L. Darrell Whitley, Gabriela Ochoa
2013GECCOSearch methodologies in real-world software engineering.Gabriela Ochoa
2012GECCOLocal optima networks and the performance of iterated local search.Fabio Daolio, Sbastien Vrel, Gabriela Ochoa, Marco Tomassini
2012GECCOHyper-heuristics and cross-domain optimization.Gabriela Ochoa
2012PPSNLocal Optima Networks, Landscape Autocorrelation and Heuristic Search Performance.Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sbastien Vrel, Marco Tomassini, Enrique Alba
2012PPSNAdaptive Evolutionary Algorithms and Extensions to the HyFlex Hyper-heuristic Framework.Gabriela Ochoa, James D. Walker, Matthew R. Hyde, Timothy Curtois
2011GECCOAdaptive iterated local search for cross-domain optimisation.Edmund K. Burke, Michel Gendreau, Gabriela Ochoa, James D. Walker
2011GECCOAutomated heuristic design.Gabriela Ochoa, Matthew R. Hyde, Edmund K. Burke
2011GECCOPartial neighborhoods of the traveling salesman problem.L. Darrell Whitley, Gabriela Ochoa
2010CECIterated local search vs. hyper-heuristics: Towards general-purpose search algorithms.Edmund K. Burke, Timothy Curtois, Matthew R. Hyde, Graham Kendall, Gabriela Ochoa, Sanja Petrovic, Jos Antonio Vzquez Rodrguez, Michel Gendreau
2010CECLocal Optima Networks of the Quadratic Assignment Problem.Fabio Daolio, Sbastien Vrel, Gabriela Ochoa, Marco Tomassini
2010PPSNFirst-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes.Gabriela Ochoa, Sbastien Vrel, Marco Tomassini
2009CECDispatching rules for production scheduling: A hyper-heuristic landscape analysis.Gabriela Ochoa, Jos Antonio Vzquez Rodrguez, Sanja Petrovic, Edmund K. Burke
2009GECCOTowards the decathlon challenge of search heuristics.Edmund K. Burke, Timothy Curtois, Graham Kendall, Matthew R. Hyde, Gabriela Ochoa, Jos Antonio Vzquez Rodrguez
2009GECCOCheating for problem solving: a genetic algorithm with social interactions.Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin
2009GECCOAnalyzing the landscape of a graph based hyper-heuristic for timetabling problems.Gabriela Ochoa, Rong Qu, Edmund K. Burke
2009GECCOA PSO/ACO approach to knowledge discovery in a pharmacovigilance context.Margarita Sordo, Gabriela Ochoa, Shawn N. Murphy
2008ALIFEThe Connectivity of NK Landscapes' Basins - A Network Analysis.Sbastien Vrel, Gabriela Ochoa, Marco Tomassini
2008GECCOA study of NK landscapes' basins and local optima networks.Gabriela Ochoa, Marco Tomassini, Sbastien Vrel, Christian Darabos
2006PPSNAssortative Mating Drastically Alters the Magnitude of Error Thresholds.Gabriela Ochoa, Klaus Jaffe
2005EUROGPEvolving L-Systems to Capture Protein Structure Native Conformations.Gabi Escuela, Gabriela Ochoa, Natalio Krasnogor
2002GECCOSetting The Mutation Rate: Scope And Limitations Of The 1/L Heuristic.Gabriela Ochoa
2000GECCOOptimal Mutation Rates and Selection Pressure in Genetic Algorithms.Gabriela Ochoa, Inman Harvey, Hilary Buxton
2000PPSNConsensus Sequence Plots and Error Thresholds: Tools for Visualising the Structure of Fitness Landscapes.Gabriela Ochoa
1998FOGARecombination and Error Thresholds in Finite Populations.Gabriela Ochoa, Inman Harvey
1998PPSNOn Genetic Algorithms and Lindenmayer Systems.Gabriela Ochoa