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2020 – today
- 2025
[c131]Giorgia Nadizar, Francesco Rusin, Eric Medvet, Gabriela Ochoa:
The Role of Stepping Stones in MAP-Elites: Insights from Search Trajectory Networks. EuroGP 2025: 224-239- [c130]Arnaud Liefooghe, Gabriela Ochoa
, Sébastien Vérel:
LON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization. EvoCOP@EvoStar 2025: 133-149 - 2024
- [j43]Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha:
Multiobjective Evolutionary Component Effect on Algorithm Behaviour. ACM Trans. Evol. Learn. Optim. 4(2): 8 (2024) - [c129]Darrell Whitley, Gabriela Ochoa, Noah Floyd, Francisco Chicano:
Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination. EvoStar 2024: 113-128 - [c128]Gabriela Ochoa:
Search Trajectories Illuminated. EXPLAINS 2024: 7 - [c127]Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha:
Multiobjective Evolutionary Component Effect on Algorithm Behavior. GECCO Companion 2024: 41-42 - [c126]Gabriela Ochoa, Katherine M. Malan:
Landscape Analysis of Optimisation Problems and Algorithms. GECCO Companion 2024: 984-1004 - [c125]María Riveros, Nicolás Rojas-Morales, Elizabeth Montero, Gabriela Ochoa:
Understanding Search Trajectories in Parameter Tuning. GECCO 2024 - [c124]Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy. GECCO 2024 - [c123]Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Large Language Models for the Automated Analysis of Optimization Algorithms. GECCO 2024 - [c122]Shoichiro Tanaka, Gabriela Ochoa, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato:
Approximating Pareto Local Optimal Solution Networks. GECCO 2024 - [c121]Gabriela Ochoa:
Search Trajectories Illuminated. IJCCI 2024: 7 - [c120]Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tinós:
Generalizing and Unifying Gray-Box Combinatorial Optimization Operators. PPSN (1) 2024: 52-67 - [c119]Gabriela Ochoa, Arnaud Liefooghe, Sébastien Vérel:
Funnels in Multi-objective Fitness Landscapes. PPSN (1) 2024: 343-359 - [c118]Sarah L. Thomson, Gabriela Ochoa, Daan van den Berg, Tianyu Liang, Thomas Weise:
Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment. PPSN (1) 2024: 377-392 - [c117]Darrell Whitley, Gabriela Ochoa, Francisco Chicano:
Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms. PPSN (1) 2024: 393-408 - [p3]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. New Directions on Hybrid Intelligent Systems 2024: 99-110 - [p2]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
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 2024: 197-208 - [d3]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Instances and results ofr the paper "Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance". Zenodo, 2024
- [i20]Francisco Chicano, Gabriela Ochoa, Darrell Whitley, Renato Tinós:
Dynastic Potential Crossover Operator. CoRR abs/2402.03918 (2024) - [i19]Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Large Language Models for the Automated Analysis of Optimization Algorithms. CoRR abs/2402.08472 (2024) - [i18]Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tinós:
Generalizing and Unifying Gray-box Combinatorial Optimization Operators. CoRR abs/2407.06742 (2024) - 2023
- [j42]Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
STNWeb: A new visualization tool for analyzing optimization algorithms. Softw. Impacts 17: 100558 (2023) - [c116]Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf:
Phenotype Search Trajectory Networks for Linear Genetic Programming. EuroGP 2023: 52-67 - [c115]Gabriela Ochoa, Arnaud Liefooghe, Yuri Cossich Lavinas, Claus Aranha:
Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation. EvoCOP 2023: 211-226 - [c114]Paul Mitchell, Gabriela Ochoa, Yuri Cossich Lavinas, Romain Louis Chassagne:
Local Optima Networks for Assisted Seismic History Matching Problems. EvoApplications@EvoStar 2023: 86-101 - [c113]Stefano Sarti, Nuno Lourenço, Jason Adair, Penousal Machado, Gabriela Ochoa:
Under the Hood of Transfer Learning for Deep Neuroevolution. EvoApplications@EvoStar 2023: 640-655 - [c112]Darrell Whitley, Gabriela Ochoa, Francisco Chicano:
Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions. FOGA 2023: 152-162 - [c111]Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sébastien Vérel:
On the Global Structure of PUBOi Fitness Landscapes. GECCO Companion 2023: 247-250 - [c110]Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa:
To Combine or not to Combine Graybox Crossover and Local Search? GECCO 2023: 257-265 - [c109]Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne:
Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics. GECCO 2023: 284-292 - [c108]Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel:
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO 2023: 713-721 - [c107]Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak:
Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO 2023: 1267-1275 - [c106]Katherine M. Malan, Gabriela Ochoa:
Landscape Analysis of Optimization Problems and Algorithms. GECCO Companion 2023: 1416-1432 - [c105]Paul Mitchell, Gabriela Ochoa, Romain Louis Chassagne:
Local Optima Networks of the Black Box Optimisation Benchmark Functions. GECCO Companion 2023: 2072-2080 - [c104]Sarah L. Thomson, Nadarajen Veerapen, Gabriela Ochoa, Daan van den Berg:
Randomness in Local Optima Network Sampling. GECCO Companion 2023: 2099-2107 - [c103]Wolfgang Banzhaf, Ting Hu, Gabriela Ochoa:
How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions. GPTP 2023: 65-86 - [c102]Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms. ICSCA 2023: 89-96 - [c101]Alexander F. B. Carmichael, Johanna L. Baily, Aaron Reeves, Gabriela Ochoa, Annette S. Boerlage, George J. Gunn, Rosa Allshire, Deepayan Bhowmik:
Analysing hyperplasia in Atlantic salmon gills using empirical wavelets. Digital and Computational Pathology 2023 - [d2]Francisco Chicano, Gabriela Ochoa, Lorenzo Canonne, Bilel Derbel:
Replication package of paper "Local Optima Markov Chains: A New Tool for Landscape-aware Analysis of Algorithm Dynamics" published in GECCO 2023. Zenodo, 2023 - [d1]Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel:
Data for GECCO2023 Paper "Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness". Zenodo, 2023 - [i17]Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha:
Multiobjective Evolutionary Component Effect on Algorithm behavior. CoRR abs/2308.02527 (2023) - 2022
- [j41]Mila Goranova, Gabriela Ochoa, Patrick Maier, Andrew Hoyle:
Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance. Artif. Intell. Medicine 133: 102405 (2022) - [j40]Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós:
Dynastic Potential Crossover Operator. Evol. Comput. 30(3): 409-446 (2022) - [j39]Nuno M. Rodrigues, Katherine M. Malan, Gabriela Ochoa, Leonardo Vanneschi, Sara Silva:
Fitness landscape analysis of convolutional neural network architectures for image classification. Inf. Sci. 609: 711-726 (2022) - [j38]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. 21(2): 317-333 (2022) - [j37]Stefano Sarti, Jason Adair, Gabriela Ochoa:
Recombination and Novelty in Neuroevolution: A Visual Analysis. SN Comput. Sci. 3(3): 185 (2022) - [c100]Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa:
Search Trajectories Networks of Multiobjective Evolutionary Algorithms. EvoApplications 2022: 223-238 - [c99]Stefano Sarti, Jason Adair, Gabriela Ochoa:
Neuroevolution Trajectory Networks of the Behaviour Space. EvoApplications 2022: 685-703 - [c98]Sarah L. Thomson, Gabriela Ochoa:
On funnel depths and acceptance criteria in stochastic local search. GECCO 2022: 287-295 - [c97]Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha:
Component-wise analysis of automatically designed multiobjective algorithms on constrained problems. GECCO 2022: 538-546 - [c96]Darrell Whitley, Gabriela Ochoa:
Local optima organize into lattices under recombination: an example using the traveling salesman problem. GECCO 2022: 757-765 - [c95]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) 2022: 562-574 - [c94]Gabriela Ochoa, Nadarajen Veerapen:
Neural Architecture Search: A Visual Analysis. PPSN (1) 2022: 603-615 - [e6]Günter Rudolph, Anna V. Kononova, Hernán E. Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tusar:
Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13398, Springer 2022, ISBN 978-3-031-14713-5 [contents] - [e5]Günter Rudolph, Anna V. Kononova, Hernán E. Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tusar:
Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13399, Springer 2022, ISBN 978-3-031-14720-3 [contents] - [i16]Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa:
Search Trajectories Networks of Multiobjective Evolutionary Algorithms. CoRR abs/2201.11726 (2022) - [i15]Yuri Cossich Lavinas, Gabriela Ochoa, Claus Aranha:
Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems. CoRR abs/2203.13447 (2022) - [i14]Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf:
Phenotype Search Trajectory Networks for Linear Genetic Programming. CoRR abs/2211.08516 (2022) - 2021
- [j36]Valentina Narvaez-Teran, Gabriela Ochoa, Eduardo Rodriguez-Tello:
Search Trajectory Networks Applied to the Cyclic Bandwidth Sum Problem. IEEE Access 9: 151266-151277 (2021) - [j35]Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Appl. Soft Comput. 109: 107492 (2021) - [j34]Christian Blum, Gabriela Ochoa:
A comparative analysis of two matheuristics by means of merged local optima networks. Eur. J. Oper. Res. 290(1): 36-56 (2021) - [c93]Stefano Sarti, Gabriela Ochoa:
A NEAT Visualisation of Neuroevolution Trajectories. EvoApplications 2021: 714-728 - [c92]Francisco Chicano, Gabriela Ochoa, Marco Tomassini:
Real-like MAX-SAT instances and the landscape structure across the phase transition. GECCO 2021: 207-215 - [c91]Sara Tari, Gabriela Ochoa:
Local search pivoting rules and the landscape global structure. GECCO 2021: 278-286 - [c90]Renato Tinós, Darrell Whitley, Francisco Chicano, Gabriela Ochoa:
Partition crossover for continuous optimization: ePX. GECCO 2021: 627-635 - [c89]Katherine M. Malan, Gabriela Ochoa:
Recent advances in landscape analysis for optimisation and learning. GECCO Companion 2021: 899-917 - [c88]Christopher W. Cleghorn, Gabriela Ochoa:
Understanding parameter spaces using local optima networks: a case study on particle swarm optimization. GECCO Companion 2021: 1657-1664 - 2020
- [j33]Gabriela Ochoa, Lee A. Christie, Alexander E. I. Brownlee, Andrew Hoyle:
Multi-objective evolutionary design of antibiotic treatments. Artif. Intell. Medicine 102: 101759 (2020) - [j32]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González:
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. Complex. 2020: 2871835:1-2871835:10 (2020) - [j31]Renato Tinós, L. Darrell Whitley, Gabriela Ochoa:
A New Generalized Partition Crossover for the Traveling Salesman Problem: Tunneling between Local Optima. Evol. Comput. 28(2): 255-288 (2020) - [j30]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen:
Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. 28(4): 621-641 (2020) - [j29]Andy Hoyle, David E. Cairns, Iona Paterson, Stuart McMillan, Gabriela Ochoa, Andrew P. Desbois:
Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times. PLoS Comput. Biol. 16(8) (2020) - [c87]Marco A. Contreras-Cruz, Gabriela Ochoa, Juan-Pablo Ramirez-Paredes:
Synthetic vs. Real-World Continuous Landscapes: A Local Optima Networks View. BIOMA 2020: 3-16 - [c86]Mila Goranova, Marco A. Contreras-Cruz, Andrew Hoyle, Gabriela Ochoa:
Optimising Antibiotic Treatments with Multi-objective Population-based Algorithms. CEC 2020: 1-7 - [c85]Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. EvoApplications 2020: 70-85 - [c84]Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa:
Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP 2020: 114-130 - [c83]Sarah L. Thomson, Gabriela Ochoa:
The Local Optima Level in Chemotherapy Schedule Optimisation. EvoCOP 2020: 197-213 - [c82]Swetha Varadarajan, L. Darrell Whitley, Gabriela Ochoa:
Why many travelling salesman problem instances are easier than you think. GECCO 2020: 254-262 - [c81]German Treimun-Costa, Elizabeth Montero, Gabriela Ochoa, Nicolás Rojas-Morales:
Modelling parameter configuration spaces with local optima networks. GECCO 2020: 751-759 - [c80]Gabriela Ochoa, Francisco Chicano, Marco Tomassini:
Global Landscape Structure and the Random MAX-SAT Phase Transition. PPSN (2) 2020: 125-138
2010 – 2019
- 2019
- [c79]Paul McMenemy, Nadarajen Veerapen, Jason Adair, Gabriela Ochoa:
Rigorous Performance Analysis of State-of-the-Art TSP Heuristic Solvers. EvoCOP 2019: 99-114 - [c78]Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós:
Quasi-Optimal Recombination Operator. EvoCOP 2019: 131-146 - [c77]Werner Mostert, Katherine M. Malan, Gabriela Ochoa, Andries P. Engelbrecht:
Insights into the Feature Selection Problem Using Local Optima Networks. EvoCOP 2019: 147-162 - [c76]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP 2019: 163-178 - [c75]Gabriela Ochoa, Katherine M. Malan:
Recent advances in fitness landscape analysis. GECCO (Companion) 2019: 1077-1094 - [c74]L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tinós:
Next generation genetic algorithms. GECCO (Companion) 2019: 1113-1136 - [c73]Jason Adair, Gabriela Ochoa, Katherine M. Malan:
Local optima networks for continuous fitness landscapes. GECCO (Companion) 2019: 1407-1414 - [c72]Gabriela Ochoa, Francisco Chicano:
Local optima network analysis for MAX-SAT. GECCO (Companion) 2019: 1430-1437 - 2018
- [j28]Amaryllis Mavragani, Gabriela Ochoa:
The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak. Big Data Cogn. Comput. 2(1): 2 (2018) - [j27]Nadarajen Veerapen, Gabriela Ochoa:
Visualising the global structure of search landscapes: genetic improvement as a case study. Genet. Program. Evolvable Mach. 19(3): 317-349 (2018) - [j26]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
PageRank centrality for performance prediction: the impact of the local optima network model. J. Heuristics 24(3): 243-264 (2018) - [j25]Gabriela Ochoa, Nadarajen Veerapen:
Mapping the global structure of TSP fitness landscapes. J. Heuristics 24(3): 265-294 (2018) - [j24]Amaryllis Mavragani, Gabriela Ochoa:
Forecasting AIDS prevalence in the United States using online search traffic data. J. Big Data 5: 17 (2018) - [j23]Amaryllis Mavragani, Gabriela Ochoa:
Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis. J. Big Data 5: 30 (2018) - [j22]Yuanyuan Zhang, Mark Harman, Gabriela Ochoa, Guenther Ruhe, Sjaak Brinkkemper:
An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning. ACM Trans. Softw. Eng. Methodol. 27(1): 3:1-3:32 (2018) - [c71]Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy:
On the Fractal Nature of Local Optima Networks. EvoCOP 2018: 18-33 - [c70]Paul McMenemy, Nadarajen Veerapen, Gabriela Ochoa:
How Perturbation Strength Shapes the Global Structure of TSP Fitness Landscapes. EvoCOP 2018: 34-49 - [c69]Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa:
Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces. EvoApplications 2018: 63-77 - [c68]Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tinós:
Enhancing partition crossover with articulation points analysis. GECCO 2018: 269-276 - [c67]Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns:
Multifractality and dimensional determinism in local optima networks. GECCO 2018: 371-378 - [c66]Gabriela Ochoa, Nadarajen Veerapen:
Search-maps: visualising and exploiting the global structure of computational search spaces. GECCO (Companion) 2018: 504-517 - [c65]L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tinós:
Next generation genetic algorithms. GECCO (Companion) 2018: 1039-1059 - [c64]Gabriela Ochoa, Sebastian Herrmann:
Perturbation Strength and the Global Structure of QAP Fitness Landscapes. PPSN (2) 2018: 245-256 - [c63]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) 2018: 257-268 - [c62]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:
Tutorials at PPSN 2018. PPSN (2) 2018: 477-489 - 2017
- [j21]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Edmund K. Burke:
A methodology for determining an effective subset of heuristics in selection hyper-heuristics. Eur. J. Oper. Res. 260(3): 972-983 (2017) - [c61]Leticia Hernando, Fabio Daolio, Nadarajen Veerapen, Gabriela Ochoa:
Local Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time. CEC 2017: 1964-1971 - [c60]William B. Langdon, Nadarajen Veerapen, Gabriela Ochoa:
Visualising the Search Landscape of the Triangle Program. EuroGP 2017: 96-113 - [c59]Gabriela Ochoa, Nadarajen Veerapen, Fabio Daolio, Marco Tomassini:
Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study. EvoCOP 2017: 233-248 - [c58]Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf:
Shaping communities of local optima by perturbation strength. GECCO 2017: 266-273 - [c57]Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa:
Comparing communities of optima with funnels in combinatorial fitness landscapes. GECCO 2017: 377-384 - [c56]Francisco Chicano, L. Darrell Whitley, Gabriela Ochoa, Renato Tinós:
Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search. GECCO 2017: 753-760 - [c55]Sarah L. Thomson, Gabriela Ochoa, Fabio Daolio, Nadarajen Veerapen:
The effect of landscape funnels in QAPLIB instances. GECCO (Companion) 2017: 1495-1500 - [c54]Nadarajen Veerapen, Fabio Daolio, Gabriela Ochoa:
Modelling genetic improvement landscapes with local optima networks. GECCO (Companion) 2017: 1543-1548 - [c53]Jason Adair, Alexander E. I. Brownlee, Fabio Daolio, Gabriela Ochoa:
Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces. MOD 2017: 186-197 - [p1]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Martín Carpio, Héctor Puga:
Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 687-700 - 2016
- [j20]Francisco Chicano, Christian Blum, Gabriela Ochoa:
Editorial for the Special Issue on Combinatorial Optimization Problems. Evol. Comput. 24(4): 573-575 (2016) - [j19]Alejandro Sosa-Ascencio, Gabriela Ochoa, Hugo Terashima-Marín, Santiago Enrique Conant-Pablos:
Grammar-based generation of variable-selection heuristics for constraint satisfaction problems. Genet. Program. Evolvable Mach. 17(2): 119-144 (2016) - [c52]William B. Langdon, Gabriela Ochoa:
Genetic improvement: A key challenge for evolutionary computation. CEC 2016: 3068-3075 - [c51]Gabriela Ochoa, Nadarajen Veerapen:
Deconstructing the Big Valley Search Space Hypothesis. EvoCOP 2016: 58-73 - [c50]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
Communities of Local Optima as Funnels in Fitness Landscapes. GECCO 2016: 325-331 - [c49]Gabriela Ochoa, Nadarajen Veerapen:
Additional Dimensions to the Study of Funnels in Combinatorial Landscapes. GECCO 2016: 373-380 - [c48]Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood:
Women@GECCO 2016 Chairs' Welcome. GECCO (Companion) 2016: 1447-1449 - [c47]Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao:
An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. PPSN 2016: 37-47 - [c46]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
Coarse-Grained Barrier Trees of Fitness Landscapes. PPSN 2016: 901-910 - [c45]Nadarajen Veerapen, Gabriela Ochoa, Renato Tinós, L. Darrell Whitley:
Tunnelling Crossover Networks for the Asymmetric TSP. PPSN 2016: 994-1003 - [c44]Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa:
Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces. UKCI 2016: 287-307 - [e4]Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter:
Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Lecture Notes in Computer Science 9921, Springer 2016, ISBN 978-3-319-45822-9 [contents] - 2015
- [j18]Nadarajen Veerapen, Gabriela Ochoa, Mark Harman, Edmund K. Burke:
An Integer Linear Programming approach to the single and bi-objective Next Release Problem. Inf. Softw. Technol. 65: 1-13 (2015) - [c43]Gabriela Ochoa, Nadarajen Veerapen, L. Darrell Whitley, Edmund K. Burke:
The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration. Artificial Evolution 2015: 1-13 - [c42]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Adrien Goëffon, Frédéric Lardeux, Frédéric Saubion:
Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection. Artificial Evolution 2015: 97-108 - [c41]Steven Adriaensen, Gabriela Ochoa, Ann Nowé:
A benchmark set extension and comparative study for the HyFlex framework. CEC 2015: 784-791 - [c40]Gabriela Ochoa, Francisco Chicano, Renato Tinós, L. Darrell Whitley:
Tunnelling Crossover Networks. GECCO 2015: 449-456 - [e3]Gabriela Ochoa, Francisco Chicano:
Evolutionary Computation in Combinatorial Optimization - 15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Lecture Notes in Computer Science 9026, Springer 2015, ISBN 978-3-319-16467-0 [contents] - [e2]Jun He, Thomas Jansen, Gabriela Ochoa, Christine Zarges:
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17 - 20, 2015. ACM 2015, ISBN 978-1-4503-3434-1 [contents] - 2014
- [j17]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke:
Effective learning hyper-heuristics for the course timetabling problem. Eur. J. Oper. Res. 238(1): 77-86 (2014) - [j16]Eunice López-Camacho, Hugo Terashima-Marín, Peter Ross, Gabriela Ochoa:
A unified hyper-heuristic framework for solving bin packing problems. Expert Syst. Appl. 41(15): 6876-6889 (2014) - [j15]Gisele L. Pappa, Gabriela Ochoa, Matthew R. Hyde, Alex Alves Freitas, John R. Woodward, Jerry Swan:
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. Genet. Program. Evolvable Mach. 15(1): 3-35 (2014) - [j14]L. Darrell Whitley, Andrew M. Sutton, Gabriela Ochoa, Francisco Chicano:
The component model for elementary landscapes and partial neighborhoods. Theor. Comput. Sci. 545: 59-75 (2014) - [c39]Renato Tinós, L. Darrell Whitley, Gabriela Ochoa:
Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP. GECCO 2014: 501-508 - [c38]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martín Carpio, Héctor Puga:
Evolvability metrics in adaptive operator selection. GECCO 2014: 1327-1334 - [c37]Una-May O'Reilly, Anna Esparcia-Alcázar, Anne Auger, Carola Doerr, Anikó Ekárt, Gabriela Ochoa:
Women@GECCO 2014. GECCO (Companion) 2014: 1487-1488 - [e1]Christian Blum, Gabriela Ochoa:
Evolutionary Computation in Combinatorial Optimisation - 14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8600, Springer 2014, ISBN 978-3-662-44319-4 [contents] - [i13]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR abs/1402.2959 (2014) - 2013
- [j13]Eunice López-Camacho, Gabriela Ochoa, Hugo Terashima-Marín, Edmund K. Burke:
An effective heuristic for the two-dimensional irregular bin packing problem. Ann. Oper. Res. 206(1): 241-264 (2013) - [j12]Edmund K. Burke, Michel Gendreau, Matthew R. Hyde, Graham Kendall, Gabriela Ochoa, Ender Özcan, Rong Qu:
Hyper-heuristics: a survey of the state of the art. J. Oper. Res. Soc. 64(12): 1695-1724 (2013) - [j11]Gabriela Ochoa, Minaya Villasana:
Population-based optimization of cytostatic/cytotoxic combination cancer chemotherapy. Soft Comput. 17(6): 913-924 (2013) - [c36]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution 2013: 41-52 - [c35]Gabriela Ochoa:
Search methodologies in real-world software engineering. GECCO (Companion) 2013: 1085-1088 - 2012
- [j10]Gabriela Ochoa, Mike Preuss, Thomas Bartz-Beielstein, Marc Schoenauer:
Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods. Evol. Comput. 20(2): 161-163 (2012) - [j9]Jerry Swan, Gabriela Ochoa, Graham Kendall, Martin Edjvet:
Fitness Landscapes and the Andrews-Curtis Conjecture. Int. J. Algebra Comput. 22(2) (2012) - [c34]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:
HyFlex: A Benchmark Framework for Cross-Domain Heuristic Search. EvoCOP 2012: 136-147 - [c33]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. GECCO 2012: 369-376 - [c32]Gabriela Ochoa:
Hyper-heuristics and cross-domain optimization. GECCO (Companion) 2012: 1197-1214 - [c31]James D. Walker, Gabriela Ochoa, Michel Gendreau, Edmund K. Burke:
Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework. LION 2012: 265-276 - [c30]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) 2012: 337-347 - [c29]Gabriela Ochoa, James D. Walker, Matthew R. Hyde, Timothy Curtois:
Adaptive Evolutionary Algorithms and Extensions to the HyFlex Hyper-heuristic Framework. PPSN (2) 2012: 418-427 - [i12]Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Complex-network analysis of combinatorial spaces: The NK landscape case. CoRR abs/1207.4442 (2012) - [i11]Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Communities of Minima in Local Optima Networks of Combinatorial Spaces. CoRR abs/1207.4445 (2012) - [i10]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes. CoRR abs/1207.4455 (2012) - [i9]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. CoRR abs/1207.4632 (2012) - [i8]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. CoRR abs/1210.3946 (2012) - [i7]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. CoRR abs/1210.4021 (2012) - 2011
- [j8]José Antonio Vázquez Rodríguez, Gabriela Ochoa:
On the automatic discovery of variants of the NEH procedure for flow shop scheduling using genetic programming. J. Oper. Res. Soc. 62(2): 381-396 (2011) - [j7]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes With Neutrality. IEEE Trans. Evol. Comput. 15(6): 783-797 (2011) - [c28]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks with Escape Edges. Artificial Evolution 2011: 49-60 - [c27]L. Darrell Whitley, Gabriela Ochoa:
Partial neighborhoods of the traveling salesman problem. GECCO 2011: 529-536 - [c26]Gabriela Ochoa, Matthew R. Hyde, Edmund K. Burke:
Automated heuristic design. GECCO (Companion) 2011: 1321-1342 - [c25]Edmund K. Burke, Michel Gendreau, Gabriela Ochoa, James D. Walker:
Adaptive iterated local search for cross-domain optimisation. GECCO 2011: 1987-1994 - [c24]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. LION 2011: 454-457 - [c23]Edmund K. Burke, Michel Gendreau, Matthew R. Hyde, Graham Kendall, Barry McCollum, Gabriela Ochoa, Andrew J. Parkes, Sanja Petrovic:
The Cross-Domain Heuristic Search Challenge - An International Research Competition. LION 2011: 631-634 - [i6]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. CoRR abs/1107.4161 (2011) - [i5]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes with Neutrality. CoRR abs/1107.4162 (2011) - [i4]Edmund K. Burke, Timothy Curtois, Matthew R. Hyde, Gabriela Ochoa, José Antonio Vázquez Rodríguez:
HyFlex: A Benchmark Framework for Cross-domain Heuristic Search. CoRR abs/1107.5462 (2011) - 2010
- [j6]Minaya Villasana, Gabriela Ochoa, Soraya Aguilar:
Modeling and optimization of combined cytostatic and cytotoxic cancer chemotherapy. Artif. Intell. Medicine 50(3): 163-173 (2010) - [j5]Gabriela Ochoa, Ender Özcan:
Special issue on hyper-heuristics in search and optimization. J. Heuristics 16(6): 745-748 (2010) - [j4]Ender Özcan, Mustafa Misir, Gabriela Ochoa, Edmund K. Burke:
A Reinforcement Learning - Great-Deluge Hyper-Heuristic for Examination Timetabling. Int. J. Appl. Metaheuristic Comput. 1(1): 39-59 (2010) - [c22]Edmund K. Burke, Timothy Curtois, Matthew R. Hyde, Graham Kendall, Gabriela Ochoa, Sanja Petrovic, José Antonio Vázquez Rodríguez, Michel Gendreau:
Iterated local search vs. hyper-heuristics: Towards general-purpose search algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c21]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c20]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes. PPSN (1) 2010: 104-113 - [i3]Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin:
Cheating for Problem Solving: A Genetic Algorithm with Social Interactions. CoRR abs/1001.1889 (2010)
2000 – 2009
- 2009
- [c19]Gabriela Ochoa, José Antonio Vázquez Rodríguez, Sanja Petrovic, Edmund K. Burke:
Dispatching rules for production scheduling: A hyper-heuristic landscape analysis. IEEE Congress on Evolutionary Computation 2009: 1873-1880 - [c18]Gabriela Ochoa, Rong Qu, Edmund K. Burke:
Analyzing the landscape of a graph based hyper-heuristic for timetabling problems. GECCO 2009: 341-348 - [c17]Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin:
Cheating for problem solving: a genetic algorithm with social interactions. GECCO 2009: 811-818 - [c16]Edmund K. Burke, Timothy Curtois, Graham Kendall, Matthew R. Hyde, Gabriela Ochoa, José Antonio Vázquez Rodríguez:
Towards the decathlon challenge of search heuristics. GECCO (Companion) 2009: 2205-2208 - [c15]Margarita Sordo, Gabriela Ochoa, Shawn N. Murphy:
A PSO/ACO approach to knowledge discovery in a pharmacovigilance context. GECCO (Companion) 2009: 2679-2684 - 2008
- [c14]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins - A Network Analysis. ALIFE 2008: 648-655 - [c13]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A study of NK landscapes' basins and local optima networks. GECCO 2008: 555-562 - [i2]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A Study of NK Landscapes' Basins and Local Optima Networks. CoRR abs/0810.3484 (2008) - [i1]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins: A Network Analysis. CoRR abs/0810.3492 (2008) - 2007
- [j3]Gabriela Ochoa, Minaya Villasana, Edmund K. Burke:
An evolutionary approach to cancer chemotherapy scheduling. Genet. Program. Evolvable Mach. 8(4): 301-318 (2007) - [c12]Gabriela Ochoa, Evelyne Lutton, Edmund K. Burke:
The Cooperative Royal Road: Avoiding Hitchhiking. Artificial Evolution 2007: 184-195 - 2006
- [j2]Gabriela Ochoa:
Error Thresholds in Genetic Algorithms. Evol. Comput. 14(2): 157-182 (2006) - [c11]Gabriela Ochoa, Klaus Jaffe:
Assortative Mating Drastically Alters the Magnitude of Error Thresholds. PPSN 2006: 890-899 - 2005
- [c10]Natalio Krasnogor, Graciela Terrazas, David A. Pelta, Gabriela Ochoa:
A Critical View of the Evolutionary Design of Self-assembling Systems. Artificial Evolution 2005: 179-188 - [c9]Gabriela Ochoa, Gabi Escuela, Natalio Krasnogor:
Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Folding. Artificial Evolution 2005: 247-258 - [c8]Gabi Escuela, Gabriela Ochoa, Natalio Krasnogor:
Evolving L-Systems to Capture Protein Structure Native Conformations. EuroGP 2005: 74-84 - [c7]Gabriela Ochoa, Christian Mädler-Kron, Ricardo Rodriguez, Klaus Jaffe:
Assortative Mating in Genetic Algorithms for Dynamic Problems. EvoWorkshops 2005: 617-622 - 2004
- [j1]Minaya Villasana, Gabriela Ochoa:
Heuristic design of cancer chemotherapies. IEEE Trans. Evol. Comput. 8(6): 513-521 (2004) - 2002
- [c6]Gabriela Ochoa:
Setting The Mutation Rate: Scope And Limitations Of The 1/L Heuristic. GECCO 2002: 495-502 - 2000
- [b1]Gabriela Ochoa:
Error thresholds and optimal mutation rates in genetic algorithms. University of Sussex, UK, 2000 - [c5]Gabriela Ochoa, Inman Harvey, Hilary Buxton:
Optimal Mutation Rates and Selection Pressure in Genetic Algorithms. GECCO 2000: 315-322 - [c4]Gabriela Ochoa:
Consensus Sequence Plots and Error Thresholds: Tools for Visualising the Structure of Fitness Landscapes. PPSN 2000: 129-138
1990 – 1999
- 1999
- [c3]Gabriela Ochoa, Inman Harvey, Hilary Buxton:
Error Thresholds and Their Relation to Optimal Mutation Rates. ECAL 1999: 54-63 - 1998
- [c2]Gabriela Ochoa, Inman Harvey:
Recombination and Error Thresholds in Finite Populations. FOGA 1998: 245-264 - [c1]Gabriela Ochoa:
On Genetic Algorithms and Lindenmayer Systems. PPSN 1998: 335-344
Coauthor Index
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