Gabriela Ochoa

213 papers A 47B 31C 2Journal 65Unranked 62

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Gray-Box Bi-objective Boolean Optimization Using Deterministic Recombination with Iterated Local Search. EvoCOP Surendra Kurivella, Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Francesco Cecere, Bilel Derbel
2025	—	`conf`	A Search Trajectory Networks Model to Understand irace. GECCO Companion Pablo Estobar, Nicolás Rojas-Morales, Diana Gil-Silvestre, Gabriela Ochoa
2025	—	`conf`	Behaviour Space Analysis of LLM-Driven Meta-Heuristic Discovery. IJCCI (2) Niki van Stein, Haoran Yin, Anna V. Kononova, Thomas Bäck, Gabriela Ochoa
2025	J	`jnl`	Behaviour Space Analysis of LLM-driven Meta-heuristic Discovery. CoRR Niki van Stein, Haoran Yin, Anna V. Kononova, Thomas Bäck, Gabriela Ochoa
2025	A	`conf`	Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance. GECCO Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025	J	`jnl`	Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance. CoRR Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025	A	`conf`	How Neutrality Shapes Evolution: Simplicity Bias and Search. GECCO Ting Hu, Wolfgang Banzhaf, Gabriela Ochoa
2025	A	`conf`	How Partition Crossover Exposes Parallel Lattices and the Fractal Structure of k-Bounded Functions. GECCO Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2025	—	`conf`	LON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization. EvoCOP@EvoStar Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel
2025	—	`conf`	Scaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes. IJCCI (2) Gabriela Ochoa, Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel
2025	B	`conf`	The Role of Stepping Stones in MAP-Elites: Insights from Search Trajectory Networks. EuroGP Giorgia Nadizar, Francesco Rusin, Eric Medvet, Gabriela Ochoa
2024	A	`conf`	An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy. GECCO Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa
2024	A	`conf`	Approximating Pareto Local Optimal Solution Networks. GECCO Shoichiro Tanaka, Gabriela Ochoa, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato
2024	J	`jnl`	Dynastic Potential Crossover Operator. CoRR Francisco Chicano, Gabriela Ochoa, Darrell Whitley, Renato Tinós
2024	—	`conf`	Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment. PPSN (1) Sarah L. Thomson, Gabriela Ochoa, Daan van den Berg, Tianyu Liang, Thomas Weise
2024	—	`conf`	Funnels in Multi-objective Fitness Landscapes. PPSN (1) Gabriela Ochoa, Arnaud Liefooghe, Sébastien Vérel
2024	—	`conf`	Generalizing and Unifying Gray-Box Combinatorial Optimization Operators. PPSN (1) Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tinós
2024	J	`jnl`	Generalizing and Unifying Gray-box Combinatorial Optimization Operators. CoRR Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tinós
2024	—	`ch.`	Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. New Directions on Hybrid Intelligent Systems Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2024	—	`ch.`	Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2024	—	`conf`	Landscape Analysis of Optimisation Problems and Algorithms. GECCO Companion Gabriela Ochoa, Katherine M. Malan
2024	A	`conf`	Large Language Models for the Automated Analysis of Optimization Algorithms. GECCO Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa
2024	J	`jnl`	Large Language Models for the Automated Analysis of Optimization Algorithms. CoRR Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa
2024	—	`conf`	Multiobjective Evolutionary Component Effect on Algorithm Behavior. GECCO Companion Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2024	J	`jnl`	Multiobjective Evolutionary Component Effect on Algorithm Behaviour. ACM Trans. Evol. Learn. Optim. Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2024	—	`conf`	Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms. PPSN (1) Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2024	—	`conf`	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination. EvoStar Darrell Whitley, Gabriela Ochoa, Noah Floyd, Francisco Chicano
2024	—	`conf`	Search Trajectories Illuminated. EXPLAINS Gabriela Ochoa
2024	C	`conf`	Search Trajectories Illuminated. IJCCI Gabriela Ochoa
2024	A	`conf`	Understanding Search Trajectories in Parameter Tuning. GECCO María Riveros, Nicolás Rojas-Morales, Elizabeth Montero, Gabriela Ochoa
2023	—	`conf`	Analysing hyperplasia in Atlantic salmon gills using empirical wavelets. Digital and Computational Pathology Alexander F. B. Carmichael, Johanna L. Baily, Aaron Reeves, Gabriela Ochoa, Annette S. Boerlage, George J. Gunn, Rosa Allshire, Deepayan Bhowmik
2023	A	`conf`	Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak
2023	B	`conf`	Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation. EvoCOP Gabriela Ochoa, Arnaud Liefooghe, Yuri Cossich Lavinas, Claus Aranha
2023	—	`conf`	How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions. GPTP Wolfgang Banzhaf, Ting Hu, Gabriela Ochoa
2023	—	`conf`	Landscape Analysis of Optimization Problems and Algorithms. GECCO Companion Katherine M. Malan, Gabriela Ochoa
2023	A	`conf`	Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics. GECCO Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne
2023	—	`conf`	Local Optima Networks for Assisted Seismic History Matching Problems. EvoApplications@EvoStar Paul Mitchell, Gabriela Ochoa, Yuri Cossich Lavinas, Romain Louis Chassagne
2023	—	`conf`	Local Optima Networks of the Black Box Optimisation Benchmark Functions. GECCO Companion Paul Mitchell, Gabriela Ochoa, Romain Louis Chassagne
2023	J	`jnl`	Multiobjective Evolutionary Component Effect on Algorithm behavior. CoRR Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2023	—	`conf`	On the Global Structure of PUBOi Fitness Landscapes. GECCO Companion Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sébastien Vérel
2023	A	`conf`	Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
2023	A	`conf`	Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions. FOGA Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2023	B	`conf`	Phenotype Search Trajectory Networks for Linear Genetic Programming. EuroGP Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf
2023	—	`conf`	Randomness in Local Optima Network Sampling. GECCO Companion Sarah L. Thomson, Nadarajen Veerapen, Gabriela Ochoa, Daan van den Berg
2023	J	`jnl`	STNWeb: A new visualization tool for analyzing optimization algorithms. Softw. Impacts Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa
2023	—	`conf`	Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms. ICSCA Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa
2023	A	`conf`	To Combine or not to Combine Graybox Crossover and Local Search? GECCO Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa
2023	—	`conf`	Under the Hood of Transfer Learning for Deep Neuroevolution. EvoApplications@EvoStar Stefano Sarti, Nuno Lourenço, Jason Adair, Penousal Machado, Gabriela Ochoa
2022	J	`jnl`	Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems. CoRR Yuri Cossich Lavinas, Gabriela Ochoa, Claus Aranha
2022	A	`conf`	Component-wise analysis of automatically designed multiobjective algorithms on constrained problems. GECCO Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
2022	J	`jnl`	Dynastic Potential Crossover Operator. Evol. Comput. Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós
2022	J	`jnl`	Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance. Artif. Intell. Medicine Mila Goranova, Gabriela Ochoa, Patrick Maier, Andrew Hoyle
2022	J	`jnl`	Fitness landscape analysis of convolutional neural network architectures for image classification. Inf. Sci. Nuno M. Rodrigues, Katherine M. Malan, Gabriela Ochoa, Leonardo Vanneschi, Sara Silva
2022	—	`conf`	Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2022	A	`conf`	Local optima organize into lattices under recombination: an example using the traveling salesman problem. GECCO Darrell Whitley, Gabriela Ochoa
2022	—	`conf`	Neural Architecture Search: A Visual Analysis. PPSN (1) Gabriela Ochoa, Nadarajen Veerapen
2022	B	`conf`	Neuroevolution Trajectory Networks of the Behaviour Space. EvoApplications Stefano Sarti, Jason Adair, Gabriela Ochoa
2022	A	`conf`	On funnel depths and acceptance criteria in stochastic local search. GECCO Sarah L. Thomson, Gabriela Ochoa
2022	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part I PPSN (1) Günter Rudolph, Anna V. Kononova, Hernán E. Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tusar
2022	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part II PPSN (2) Günter Rudolph, Anna V. Kononova, Hernán E. Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tusar
2022	J	`jnl`	Phenotype Search Trajectory Networks for Linear Genetic Programming. CoRR Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf
2022	J	`jnl`	Recombination and Novelty in Neuroevolution: A Visual Analysis. SN Comput. Sci. Stefano Sarti, Jason Adair, Gabriela Ochoa
2022	B	`conf`	Search Trajectories Networks of Multiobjective Evolutionary Algorithms. EvoApplications Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa
2022	J	`jnl`	Search Trajectories Networks of Multiobjective Evolutionary Algorithms. CoRR Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa
2022	J	`jnl`	The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2021	B	`conf`	A NEAT Visualisation of Neuroevolution Trajectories. EvoApplications Stefano Sarti, Gabriela Ochoa
2021	J	`jnl`	A comparative analysis of two matheuristics by means of merged local optima networks. Eur. J. Oper. Res. Christian Blum, Gabriela Ochoa
2021	A	`conf`	Local search pivoting rules and the landscape global structure. GECCO Sara Tari, Gabriela Ochoa
2021	A	`conf`	Partition crossover for continuous optimization: ePX. GECCO Renato Tinós, Darrell Whitley, Francisco Chicano, Gabriela Ochoa
2021	A	`conf`	Real-like MAX-SAT instances and the landscape structure across the phase transition. GECCO Francisco Chicano, Gabriela Ochoa, Marco Tomassini
2021	—	`conf`	Recent advances in landscape analysis for optimisation and learning. GECCO Companion Katherine M. Malan, Gabriela Ochoa
2021	J	`jnl`	Search Trajectory Networks Applied to the Cyclic Bandwidth Sum Problem. IEEE Access Valentina Narvaez-Teran, Gabriela Ochoa, Eduardo Rodriguez-Tello
2021	J	`jnl`	Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Appl. Soft Comput. Gabriela Ochoa, Katherine M. Malan, Christian Blum
2021	—	`conf`	Understanding parameter spaces using local optima networks: a case study on particle swarm optimization. GECCO Companion Christopher W. Cleghorn, Gabriela Ochoa
2020	J	`jnl`	A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. Complex. Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González
2020	J	`jnl`	A New Generalized Partition Crossover for the Traveling Salesman Problem: Tunneling between Local Optima. Evol. Comput. Renato Tinós, L. Darrell Whitley, Gabriela Ochoa
2020	B	`conf`	Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa
2020	—	`conf`	Global Landscape Structure and the Random MAX-SAT Phase Transition. PPSN (2) Gabriela Ochoa, Francisco Chicano, Marco Tomassini
2020	J	`jnl`	Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen
2020	A	`conf`	Modelling parameter configuration spaces with local optima networks. GECCO German Treimun-Costa, Elizabeth Montero, Gabriela Ochoa, Nicolás Rojas-Morales
2020	J	`jnl`	Multi-objective evolutionary design of antibiotic treatments. Artif. Intell. Medicine Gabriela Ochoa, Lee A. Christie, Alexander E. I. Brownlee, Andrew Hoyle
2020	B	`conf`	Optimising Antibiotic Treatments with Multi-objective Population-based Algorithms. CEC Mila Goranova, Marco A. Contreras-Cruz, Andrew Hoyle, Gabriela Ochoa
2020	J	`jnl`	Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times. PLoS Comput. Biol. Andy Hoyle, David E. Cairns, Iona Paterson, Stuart McMillan, Gabriela Ochoa, Andrew P. Desbois
2020	B	`conf`	Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. EvoApplications Gabriela Ochoa, Katherine M. Malan, Christian Blum
2020	—	`conf`	Synthetic vs. Real-World Continuous Landscapes: A Local Optima Networks View. BIOMA Marco A. Contreras-Cruz, Gabriela Ochoa, Juan-Pablo Ramirez-Paredes
2020	B	`conf`	The Local Optima Level in Chemotherapy Schedule Optimisation. EvoCOP Sarah L. Thomson, Gabriela Ochoa
2020	A	`conf`	Why many travelling salesman problem instances are easier than you think. GECCO Swetha Varadarajan, L. Darrell Whitley, Gabriela Ochoa
2019	B	`conf`	Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2019	B	`conf`	Insights into the Feature Selection Problem Using Local Optima Networks. EvoCOP Werner Mostert, Katherine M. Malan, Gabriela Ochoa, Andries P. Engelbrecht
2019	—	`conf`	Local optima network analysis for MAX-SAT. GECCO (Companion) Gabriela Ochoa, Francisco Chicano
2019	—	`conf`	Local optima networks for continuous fitness landscapes. GECCO (Companion) Jason Adair, Gabriela Ochoa, Katherine M. Malan
2019	—	`conf`	Next generation genetic algorithms. GECCO (Companion) L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tinós
2019	B	`conf`	Quasi-Optimal Recombination Operator. EvoCOP Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós
2019	—	`conf`	Recent advances in fitness landscape analysis. GECCO (Companion) Gabriela Ochoa, Katherine M. Malan
2019	B	`conf`	Rigorous Performance Analysis of State-of-the-Art TSP Heuristic Solvers. EvoCOP Paul McMenemy, Nadarajen Veerapen, Jason Adair, Gabriela Ochoa
2018	J	`jnl`	An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning. ACM Trans. Softw. Eng. Methodol. Yuanyuan Zhang, Mark Harman, Gabriela Ochoa, Guenther Ruhe, Sjaak Brinkkemper
2018	A	`conf`	Enhancing partition crossover with articulation points analysis. GECCO Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós
2018	J	`jnl`	Forecasting AIDS prevalence in the United States using online search traffic data. J. Big Data Amaryllis Mavragani, Gabriela Ochoa
2018	B	`conf`	How Perturbation Strength Shapes the Global Structure of TSP Fitness Landscapes. EvoCOP Paul McMenemy, Nadarajen Veerapen, Gabriela Ochoa
2018	J	`jnl`	Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis. J. Big Data Amaryllis Mavragani, Gabriela Ochoa
2018	J	`jnl`	Mapping the global structure of TSP fitness landscapes. J. Heuristics Gabriela Ochoa, Nadarajen Veerapen
2018	A	`conf`	Multifractality and dimensional determinism in local optima networks. GECCO Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
2018	B	`conf`	Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces. EvoApplications Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa
2018	—	`conf`	Next generation genetic algorithms. GECCO (Companion) L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tinós
2018	B	`conf`	On the Fractal Nature of Local Optima Networks. EvoCOP Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy
2018	J	`jnl`	PageRank centrality for performance prediction: the impact of the local optima network model. J. Heuristics Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2018	—	`conf`	Perturbation Strength and the Global Structure of QAP Fitness Landscapes. PPSN (2) Gabriela Ochoa, Sebastian Herrmann
2018	—	`conf`	Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
2018	—	`conf`	Search-maps: visualising and exploiting the global structure of computational search spaces. GECCO (Companion) Gabriela Ochoa, Nadarajen Veerapen
2018	J	`jnl`	The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak. Big Data Cogn. Comput. Amaryllis Mavragani, Gabriela Ochoa
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) 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 Martí, Yi Mei, Juan Julián Merelo Guervós, 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
2018	J	`jnl`	Visualising the global structure of search landscapes: genetic improvement as a case study. Genet. Program. Evolvable Mach. Nadarajen Veerapen, Gabriela Ochoa
2017	J	`jnl`	A methodology for determining an effective subset of heuristics in selection hyper-heuristics. Eur. J. Oper. Res. Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Edmund K. Burke
2017	A	`conf`	Comparing communities of optima with funnels in combinatorial fitness landscapes. GECCO Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa
2017	—	`conf`	Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces. MOD Jason Adair, Alexander E. I. Brownlee, Fabio Daolio, Gabriela Ochoa
2017	—	`ch.`	Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling. Nature-Inspired Design of Hybrid Intelligent Systems Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Martín Carpio, Héctor Puga
2017	B	`conf`	Local Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time. CEC Leticia Hernando, Fabio Daolio, Nadarajen Veerapen, Gabriela Ochoa
2017	—	`conf`	Modelling genetic improvement landscapes with local optima networks. GECCO (Companion) Nadarajen Veerapen, Fabio Daolio, Gabriela Ochoa
2017	A	`conf`	Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search. GECCO Francisco Chicano, L. Darrell Whitley, Gabriela Ochoa, Renato Tinós
2017	A	`conf`	Shaping communities of local optima by perturbation strength. GECCO Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf
2017	—	`conf`	The effect of landscape funnels in QAPLIB instances. GECCO (Companion) Sarah L. Thomson, Gabriela Ochoa, Fabio Daolio, Nadarajen Veerapen
2017	B	`conf`	Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study. EvoCOP Gabriela Ochoa, Nadarajen Veerapen, Fabio Daolio, Marco Tomassini
2017	B	`conf`	Visualising the Search Landscape of the Triangle Program. EuroGP William B. Langdon, Nadarajen Veerapen, Gabriela Ochoa
2016	A	`conf`	Additional Dimensions to the Study of Funnels in Combinatorial Landscapes. GECCO Gabriela Ochoa, Nadarajen Veerapen
2016	A	`conf`	An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. PPSN Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao
2016	A	`conf`	Coarse-Grained Barrier Trees of Fitness Landscapes. PPSN Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016	A	`conf`	Communities of Local Optima as Funnels in Fitness Landscapes. GECCO Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016	B	`conf`	Deconstructing the Big Valley Search Space Hypothesis. EvoCOP Gabriela Ochoa, Nadarajen Veerapen
2016	J	`jnl`	Editorial for the Special Issue on Combinatorial Optimization Problems. Evol. Comput. Francisco Chicano, Christian Blum, Gabriela Ochoa
2016	—	`conf`	Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces. UKCI Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa
2016	B	`conf`	Genetic improvement: A key challenge for evolutionary computation. CEC William B. Langdon, Gabriela Ochoa
2016	J	`jnl`	Grammar-based generation of variable-selection heuristics for constraint satisfaction problems. Genet. Program. Evolvable Mach. Alejandro Sosa-Ascencio, Gabriela Ochoa, Hugo Terashima-Marín, Santiago Enrique Conant-Pablos
2016	A	`ed.`	Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings PPSN Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter
2016	A	`conf`	Tunnelling Crossover Networks for the Asymmetric TSP. PPSN Nadarajen Veerapen, Gabriela Ochoa, Renato Tinós, L. Darrell Whitley
2016	—	`conf`	Women@GECCO 2016 Chairs' Welcome. GECCO (Companion) Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood
2015	B	`conf`	A benchmark set extension and comparative study for the HyFlex framework. CEC Steven Adriaensen, Gabriela Ochoa, Ann Nowé
2015	J	`jnl`	An Integer Linear Programming approach to the single and bi-objective Next Release Problem. Inf. Softw. Technol. Nadarajen Veerapen, Gabriela Ochoa, Mark Harman, Edmund K. Burke
2015	—	`conf`	Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection. Artificial Evolution Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Adrien Goëffon, Frédéric Lardeux, Frédéric Saubion
2015	B	`ed.`	Evolutionary Computation in Combinatorial Optimization - 15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings EvoCOP Gabriela Ochoa, Francisco Chicano
2015	A	`ed.`	Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17 - 20, 2015 FOGA Jun He, Thomas Jansen, Gabriela Ochoa, Christine Zarges
2015	—	`conf`	The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration. Artificial Evolution Gabriela Ochoa, Nadarajen Veerapen, L. Darrell Whitley, Edmund K. Burke
2015	A	`conf`	Tunnelling Crossover Networks. GECCO Gabriela Ochoa, Francisco Chicano, Renato Tinós, L. Darrell Whitley
2014	J	`jnl`	A unified hyper-heuristic framework for solving bin packing problems. Expert Syst. Appl. Eunice López-Camacho, Hugo Terashima-Marín, Peter Ross, Gabriela Ochoa
2014	J	`jnl`	Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. Genet. Program. Evolvable Mach. Gisele L. Pappa, Gabriela Ochoa, Matthew R. Hyde, Alex Alves Freitas, John R. Woodward, Jerry Swan
2014	J	`jnl`	Effective learning hyper-heuristics for the course timetabling problem. Eur. J. Oper. Res. Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke
2014	B	`ed.`	Evolutionary Computation in Combinatorial Optimisation - 14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers EvoCOP Christian Blum, Gabriela Ochoa
2014	A	`conf`	Evolvability metrics in adaptive operator selection. GECCO Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martín Carpio, Héctor Puga
2014	A	`conf`	Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP. GECCO Renato Tinós, L. Darrell Whitley, Gabriela Ochoa
2014	J	`jnl`	Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2014	J	`jnl`	The component model for elementary landscapes and partial neighborhoods. Theor. Comput. Sci. L. Darrell Whitley, Andrew M. Sutton, Gabriela Ochoa, Francisco Chicano
2014	—	`conf`	Women@GECCO 2014. GECCO (Companion) Una-May O'Reilly, Anna Esparcia-Alcázar, Anne Auger, Carola Doerr, Anikó Ekárt, Gabriela Ochoa
2013	J	`jnl`	An effective heuristic for the two-dimensional irregular bin packing problem. Ann. Oper. Res. Eunice López-Camacho, Gabriela Ochoa, Hugo Terashima-Marín, Edmund K. Burke
2013	J	`jnl`	Hyper-heuristics: a survey of the state of the art. J. Oper. Res. Soc. Edmund K. Burke, Michel Gendreau, Matthew R. Hyde, Graham Kendall, Gabriela Ochoa, Ender Özcan, Rong Qu
2013	—	`conf`	Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2013	J	`jnl`	Population-based optimization of cytostatic/cytotoxic combination cancer chemotherapy. Soft Comput. Gabriela Ochoa, Minaya Villasana
2013	—	`conf`	Search methodologies in real-world software engineering. GECCO (Companion) Gabriela Ochoa
2012	—	`conf`	Adaptive Evolutionary Algorithms and Extensions to the HyFlex Hyper-heuristic Framework. PPSN (2) Gabriela Ochoa, James D. Walker, Matthew R. Hyde, Timothy Curtois
2012	J	`jnl`	Clustering of Local Optima in Combinatorial Fitness Landscapes CoRR Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2012	J	`jnl`	Communities of Minima in Local Optima Networks of Combinatorial Spaces CoRR Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
2012	J	`jnl`	Complex-network analysis of combinatorial spaces: The NK landscape case CoRR Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
2012	J	`jnl`	Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods. Evol. Comput. Gabriela Ochoa, Mike Preuss, Thomas Bartz-Beielstein, Marc Schoenauer
2012	J	`jnl`	First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes CoRR Gabriela Ochoa, Sébastien Vérel, Marco Tomassini
2012	J	`jnl`	Fitness Landscapes and the Andrews-Curtis Conjecture. Int. J. Algebra Comput. Jerry Swan, Gabriela Ochoa, Graham Kendall, Martin Edjvet
2012	B	`conf`	HyFlex: A Benchmark Framework for Cross-Domain Heuristic Search. EvoCOP Gabriela Ochoa, Matthew R. Hyde, Timothy Curtois, José Antonio Vázquez Rodríguez, James D. Walker, Michel Gendreau, Graham Kendall, Barry McCollum, Andrew J. Parkes, Sanja Petrovic, Edmund K. Burke
2012	—	`conf`	Hyper-heuristics and cross-domain optimization. GECCO (Companion) Gabriela Ochoa
2012	J	`jnl`	Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance CoRR Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
2012	—	`conf`	Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
2012	J	`jnl`	Local optima networks and the performance of iterated local search CoRR Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2012	A	`conf`	Local optima networks and the performance of iterated local search. GECCO Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2012	—	`conf`	Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework. LION James D. Walker, Gabriela Ochoa, Michel Gendreau, Edmund K. Burke
2011	A	`conf`	Adaptive iterated local search for cross-domain optimisation. GECCO Edmund K. Burke, Michel Gendreau, Gabriela Ochoa, James D. Walker
2011	—	`conf`	Automated heuristic design. GECCO (Companion) Gabriela Ochoa, Matthew R. Hyde, Edmund K. Burke
2011	—	`conf`	Clustering of Local Optima in Combinatorial Fitness Landscapes. LION Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2011	J	`jnl`	HyFlex: A Benchmark Framework for Cross-domain Heuristic Search CoRR Edmund K. Burke, Timothy Curtois, Matthew R. Hyde, Gabriela Ochoa, José Antonio Vázquez Rodríguez
2011	J	`jnl`	Local Optima Networks of NK Landscapes With Neutrality. IEEE Trans. Evol. Comput. Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	J	`jnl`	Local Optima Networks of NK Landscapes with Neutrality CoRR Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	J	`jnl`	Local Optima Networks of the Quadratic Assignment Problem CoRR Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	—	`conf`	Local Optima Networks with Escape Edges. Artificial Evolution Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
2011	J	`jnl`	On the automatic discovery of variants of the NEH procedure for flow shop scheduling using genetic programming. J. Oper. Res. Soc. José Antonio Vázquez Rodríguez, Gabriela Ochoa
2011	A	`conf`	Partial neighborhoods of the traveling salesman problem. GECCO L. Darrell Whitley, Gabriela Ochoa
2011	—	`conf`	The Cross-Domain Heuristic Search Challenge - An International Research Competition. LION Edmund K. Burke, Michel Gendreau, Matthew R. Hyde, Graham Kendall, Barry McCollum, Gabriela Ochoa, Andrew J. Parkes, Sanja Petrovic
2010	J	`jnl`	A Reinforcement Learning - Great-Deluge Hyper-Heuristic for Examination Timetabling. Int. J. Appl. Metaheuristic Comput. Ender Özcan, Mustafa Misir, Gabriela Ochoa, Edmund K. Burke
2010	J	`jnl`	Cheating for Problem Solving: A Genetic Algorithm with Social Interactions CoRR Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin
2010	—	`conf`	First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes. PPSN (1) Gabriela Ochoa, Sébastien Vérel, Marco Tomassini
2010	B	`conf`	Iterated local search vs. hyper-heuristics: Towards general-purpose search algorithms. IEEE Congress on Evolutionary Computation Edmund K. Burke, Timothy Curtois, Matthew R. Hyde, Graham Kendall, Gabriela Ochoa, Sanja Petrovic, José Antonio Vázquez Rodríguez, Michel Gendreau
2010	B	`conf`	Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2010	J	`jnl`	Modeling and optimization of combined cytostatic and cytotoxic cancer chemotherapy. Artif. Intell. Medicine Minaya Villasana, Gabriela Ochoa, Soraya Aguilar
2010	J	`jnl`	Special issue on hyper-heuristics in search and optimization. J. Heuristics Gabriela Ochoa, Ender Özcan
2009	—	`conf`	A PSO/ACO approach to knowledge discovery in a pharmacovigilance context. GECCO (Companion) Margarita Sordo, Gabriela Ochoa, Shawn N. Murphy
2009	A	`conf`	Analyzing the landscape of a graph based hyper-heuristic for timetabling problems. GECCO Gabriela Ochoa, Rong Qu, Edmund K. Burke
2009	A	`conf`	Cheating for problem solving: a genetic algorithm with social interactions. GECCO Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin
2009	B	`conf`	Dispatching rules for production scheduling: A hyper-heuristic landscape analysis. IEEE Congress on Evolutionary Computation Gabriela Ochoa, José Antonio Vázquez Rodríguez, Sanja Petrovic, Edmund K. Burke
2009	—	`conf`	Towards the decathlon challenge of search heuristics. GECCO (Companion) Edmund K. Burke, Timothy Curtois, Graham Kendall, Matthew R. Hyde, Gabriela Ochoa, José Antonio Vázquez Rodríguez
2008	J	`jnl`	A Study of NK Landscapes' Basins and Local Optima Networks CoRR Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos
2008	A	`conf`	A study of NK landscapes' basins and local optima networks. GECCO Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos
2008	C	`conf`	The Connectivity of NK Landscapes' Basins - A Network Analysis. ALIFE Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2008	J	`jnl`	The Connectivity of NK Landscapes' Basins: A Network Analysis CoRR Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2007	J	`jnl`	An evolutionary approach to cancer chemotherapy scheduling. Genet. Program. Evolvable Mach. Gabriela Ochoa, Minaya Villasana, Edmund K. Burke
2007	—	`conf`	The Cooperative Royal Road: Avoiding Hitchhiking. Artificial Evolution Gabriela Ochoa, Evelyne Lutton, Edmund K. Burke
2006	A	`conf`	Assortative Mating Drastically Alters the Magnitude of Error Thresholds. PPSN Gabriela Ochoa, Klaus Jaffe
2006	J	`jnl`	Error Thresholds in Genetic Algorithms. Evol. Comput. Gabriela Ochoa
2005	—	`conf`	A Critical View of the Evolutionary Design of Self-assembling Systems. Artificial Evolution Natalio Krasnogor, Graciela Terrazas, David A. Pelta, Gabriela Ochoa
2005	—	`conf`	Assortative Mating in Genetic Algorithms for Dynamic Problems. EvoWorkshops Gabriela Ochoa, Christian Mädler-Kron, Ricardo Rodriguez, Klaus Jaffe
2005	B	`conf`	Evolving L-Systems to Capture Protein Structure Native Conformations. EuroGP Gabi Escuela, Gabriela Ochoa, Natalio Krasnogor
2005	—	`conf`	Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Folding. Artificial Evolution Gabriela Ochoa, Gabi Escuela, Natalio Krasnogor
2004	J	`jnl`	Heuristic design of cancer chemotherapies. IEEE Trans. Evol. Comput. Minaya Villasana, Gabriela Ochoa
2002	A	`conf`	Setting The Mutation Rate: Scope And Limitations Of The 1/L Heuristic. GECCO Gabriela Ochoa
2000	A	`conf`	Consensus Sequence Plots and Error Thresholds: Tools for Visualising the Structure of Fitness Landscapes. PPSN Gabriela Ochoa
2000	—	`—`	Error thresholds and optimal mutation rates in genetic algorithms. Gabriela Ochoa
2000	A	`conf`	Optimal Mutation Rates and Selection Pressure in Genetic Algorithms. GECCO Gabriela Ochoa, Inman Harvey, Hilary Buxton
1999	—	`conf`	Error Thresholds and Their Relation to Optimal Mutation Rates. ECAL Gabriela Ochoa, Inman Harvey, Hilary Buxton
1998	A	`conf`	On Genetic Algorithms and Lindenmayer Systems. PPSN Gabriela Ochoa
1998	A	`conf`	Recombination and Error Thresholds in Finite Populations. FOGA Gabriela Ochoa, Inman Harvey