2019
|
Fieldsend, JE; Alyahya, K Visualising the Landscape of Multi-Objective Problems using Local Optima Networks Journal Article 2019. Links | BibTeX @article{fieldsend2019visualising,
title = {Visualising the Landscape of Multi-Objective Problems using Local Optima Networks},
author = {JE Fieldsend and K Alyahya},
url = {https://ore.exeter.ac.uk/repository/bitstream/handle/10871/36891/plon_final-2.pdf?sequence=3&isAllowed=n},
year = {2019},
date = {2019-01-01},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mostert, Werner; Malan, Katherine M; Ochoa, Gabriela; Engelbrecht, Andries P Insights into the Feature Selection Problem Using Local Optima Networks Inproceedings Liefooghe, Arnaud; Paquete, Luís (Ed.): Evolutionary Computation in Combinatorial Optimization, pp. 147–162, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-16711-0. Links | BibTeX @inproceedings{10.1007/978-3-030-16711-0_10,
title = {Insights into the Feature Selection Problem Using Local Optima Networks},
author = {Werner Mostert and Katherine M Malan and Gabriela Ochoa and Andries P Engelbrecht},
editor = {Arnaud Liefooghe and Luís Paquete},
url = {https://link.springer.com/chapter/10.1007%2F978-3-030-16711-0_10},
isbn = {978-3-030-16711-0},
year = {2019},
date = {2019-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization},
pages = {147--162},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chicano, Francisco; Ochoa, Gabriela; Whitley, Darrell; Tinós, Renato Quasi-Optimal Recombination Operator Inproceedings Liefooghe, Arnaud; Paquete, Luís (Ed.): Evolutionary Computation in Combinatorial Optimization, pp. 131–146, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-16711-0. Links | BibTeX @inproceedings{10.1007/978-3-030-16711-0_9,
title = {Quasi-Optimal Recombination Operator},
author = {Francisco Chicano and Gabriela Ochoa and Darrell Whitley and Renato Tinós},
editor = {Arnaud Liefooghe and Luís Paquete},
url = {https://www.researchgate.net/publication/332328298_Quasi-Optimal_Recombination_Operator},
isbn = {978-3-030-16711-0},
year = {2019},
date = {2019-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization},
pages = {131--146},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Thomson, Sarah L; Ochoa, Gabriela; Verel, Sébastien Clarifying the Difference in Local Optima Network Sampling Algorithms Inproceedings Liefooghe, Arnaud; Paquete, Luís (Ed.): Evolutionary Computation in Combinatorial Optimization, pp. 163–178, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-16711-0. Links | BibTeX @inproceedings{10.1007/978-3-030-16711-0_11b,
title = {Clarifying the Difference in Local Optima Network Sampling Algorithms},
author = {Sarah L Thomson and Gabriela Ochoa and Sébastien Verel},
editor = {Arnaud Liefooghe and Luís Paquete},
url = {http://hdl.handle.net/1893/29137},
isbn = {978-3-030-16711-0},
year = {2019},
date = {2019-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization},
pages = {163--178},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
Veerapen, Nadarajen; Ochoa, Gabriela Visualising the global structure of search landscapes: genetic improvement as a case study Journal Article Genetic Programming and Evolvable Machines, 19 (3), pp. 317–349, 2018, ISSN: 1573-7632. Links | BibTeX @article{Veerapen2018,
title = {Visualising the global structure of search landscapes: genetic improvement as a case study},
author = {Nadarajen Veerapen and Gabriela Ochoa},
url = {https://doi.org/10.1007/s10710-018-9328-1},
doi = {10.1007/s10710-018-9328-1},
issn = {1573-7632},
year = {2018},
date = {2018-09-01},
journal = {Genetic Programming and Evolvable Machines},
volume = {19},
number = {3},
pages = {317--349},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ochoa, Gabriela; Veerapen, Nadarajen Mapping the global structure of TSP fitness landscapes Journal Article J. Heuristics, 24 (3), pp. 265–294, 2018. Links | BibTeX @article{DBLP:journals/heuristics/OchoaV18,
title = {Mapping the global structure of TSP fitness landscapes},
author = {Gabriela Ochoa and Nadarajen Veerapen},
url = {https://doi.org/10.1007/s10732-017-9334-0},
doi = {10.1007/s10732-017-9334-0},
year = {2018},
date = {2018-01-01},
journal = {J. Heuristics},
volume = {24},
number = {3},
pages = {265--294},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Liefooghe, Arnaud; Derbel, Bilel; Verel, Sébastien; ~n, Manuel López-Ibá; Aguirre, Hernan; Tanaka, Kiyoshi On Pareto local optimal solutions networks Inproceedings International Conference on Parallel Problem Solving from Nature, pp. 232–244, Springer 2018. Links | BibTeX @inproceedings{liefooghe2018pareto,
title = {On Pareto local optimal solutions networks},
author = {Arnaud Liefooghe and Bilel Derbel and Sébastien Verel and Manuel López-Ibá{~n}ez and Hernan Aguirre and Kiyoshi Tanaka},
url = {https://hal.archives-ouvertes.fr/hal-01823721/document},
year = {2018},
date = {2018-01-01},
booktitle = {International Conference on Parallel Problem Solving from Nature},
pages = {232--244},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
.z, Wojciech Bo; Gnatowski, Andrzej; 'n, Teodor Ni{.z}y; Affenzeller, Michael; Beham, Andreas Local Optima Networks in Solving Algorithm Selection Problem for TSP Inproceedings International Conference on Dependability and Complex Systems, pp. 83–93, Springer 2018. Links | BibTeX @inproceedings{bozejko2018local,
title = {Local Optima Networks in Solving Algorithm Selection Problem for TSP},
author = {Wojciech Bo{.z}ejko and Andrzej Gnatowski and Teodor Ni{.z}y{'n}ski and Michael Affenzeller and Andreas Beham},
url = {https://research.fh-ooe.at/data/files/publications/7215_2018_Algorithm_Selection_LON_TSP.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {International Conference on Dependability and Complex Systems},
pages = {83--93},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Herrmann, Sebastian Perturbation Strength and the Global Structure of QAP Fitness Landscapes Inproceedings Auger, Anne; Fonseca, Carlos M; ç, Nuno Louren; Machado, Penousal; Paquete, Luís; Whitley, Darrell (Ed.): Parallel Problem Solving from Nature -- PPSN XV, pp. 245–256, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-99259-4. Links | BibTeX @inproceedings{10.1007/978-3-319-99259-4_20,
title = {Perturbation Strength and the Global Structure of QAP Fitness Landscapes},
author = {Gabriela Ochoa and Sebastian Herrmann},
editor = {Anne Auger and Carlos M Fonseca and Nuno Louren{ç}o and Penousal Machado and Luís Paquete and Darrell Whitley},
url = {http://hdl.handle.net/1893/27951},
isbn = {978-3-319-99259-4},
year = {2018},
date = {2018-01-01},
booktitle = {Parallel Problem Solving from Nature -- PPSN XV},
pages = {245--256},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Veerapen, Nadarajen Search-maps: Visualising and Exploiting the Global Structure of Computational Search Spaces Inproceedings Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 504–517, ACM, Kyoto, Japan, 2018, ISBN: 978-1-4503-5764-7. Links | BibTeX @inproceedings{Ochoa:2018:SVE:3205651.3207884,
title = {Search-maps: Visualising and Exploiting the Global Structure of Computational Search Spaces},
author = {Gabriela Ochoa and Nadarajen Veerapen},
url = {http://doi.acm.org/10.1145/3205651.3207884},
doi = {10.1145/3205651.3207884},
isbn = {978-1-4503-5764-7},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages = {504--517},
publisher = {ACM},
address = {Kyoto, Japan},
series = {GECCO '18},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Verel, Sébastien; Daolio, Fabio; Ochoa, Gabriela; Tomassini, Marco Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case Inproceedings Auger, Anne; Fonseca, Carlos M; ç, Nuno Louren; Machado, Penousal; Paquete, Luís; Whitley, Darrell (Ed.): Parallel Problem Solving from Nature -- PPSN XV, pp. 257–268, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-99259-4. Links | BibTeX @inproceedings{10.1007/978-3-319-99259-4_21,
title = {Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case},
author = {Sébastien Verel and Fabio Daolio and Gabriela Ochoa and Marco Tomassini},
editor = {Anne Auger and Carlos M Fonseca and Nuno Louren{ç}o and Penousal Machado and Luís Paquete and Darrell Whitley},
url = {http://hdl.handle.net/1893/27952},
isbn = {978-3-319-99259-4},
year = {2018},
date = {2018-01-01},
booktitle = {Parallel Problem Solving from Nature -- PPSN XV},
pages = {257--268},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chicano, Francisco; Ochoa, Gabriela; Whitley, Darrell; Tinós, Renato Enhancing Partition Crossover with Articulation Points Analysis Inproceedings Genetic and Evolutionary Computation Conference, pp. 269–276, ACM, Kyoto, Japan, 2018, ISBN: 978-1-4503-5618-3. Links | BibTeX @inproceedings{Chicano:2018:EPC:3205455.3205561,
title = {Enhancing Partition Crossover with Articulation Points Analysis},
author = {Francisco Chicano and Gabriela Ochoa and Darrell Whitley and Renato Tinós},
url = {http://doi.acm.org/10.1145/3205455.3205561},
doi = {10.1145/3205455.3205561},
isbn = {978-1-4503-5618-3},
year = {2018},
date = {2018-01-01},
booktitle = {Genetic and Evolutionary Computation Conference},
pages = {269--276},
publisher = {ACM},
address = {Kyoto, Japan},
series = {GECCO '18},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Fieldsend, Jonathan E Computationally efficient local optima network construction Inproceedings Genetic and Evolutionary Computation Conference
Companion, GECCO 2018, pp. 1481–1488, ACM, 2018. Links | BibTeX @inproceedings{DBLP:conf/gecco/Fieldsend18,
title = {Computationally efficient local optima network construction},
author = {Jonathan E Fieldsend},
url = {http://doi.acm.org/10.1145/3205651.3208263},
doi = {10.1145/3205651.3208263},
year = {2018},
date = {2018-01-01},
booktitle = {Genetic and Evolutionary Computation Conference
Companion, GECCO 2018},
pages = {1481--1488},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Simoncini, David; Barbe, Sophie; Schiex, Thomas; Verel, Sébastien Fitness landscape analysis around the optimum in computational protein design Inproceedings Genetic and Evolutionary Computation Conference,
GECCO 2018, pp. 355–362, ACM, 2018. Links | BibTeX @inproceedings{DBLP:conf/gecco/SimonciniBSV18,
title = {Fitness landscape analysis around the optimum in computational protein design},
author = {David Simoncini and Sophie Barbe and Thomas Schiex and Sébastien Verel},
url = {http://doi.acm.org/10.1145/3205455.3205626},
doi = {10.1145/3205455.3205626},
year = {2018},
date = {2018-01-01},
booktitle = {Genetic and Evolutionary Computation Conference,
GECCO 2018},
pages = {355--362},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chicano, Francisco; Ochoa, Gabriela; Whitley, Darrell; Tinós, Renato Enhancing partition crossover with articulation points analysis Inproceedings Genetic and Evolutionary Computation Conference,
GECCO 2018, pp. 269–276, ACM, 2018. Links | BibTeX @inproceedings{DBLP:conf/gecco/ChicanoOWT18,
title = {Enhancing partition crossover with articulation points analysis},
author = {Francisco Chicano and Gabriela Ochoa and Darrell Whitley and Renato Tinós},
url = {http://doi.acm.org/10.1145/3205455.3205561},
doi = {10.1145/3205455.3205561},
year = {2018},
date = {2018-01-01},
booktitle = {Genetic and Evolutionary Computation Conference,
GECCO 2018},
pages = {269--276},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Thomson, Sarah L; Verel, Sébastien; Ochoa, Gabriela; Veerapen, Nadarajen; Cairns, David Multifractality and dimensional determinism in local optima networks Inproceedings Genetic and Evolutionary Computation Conference,
GECCO 2018, pp. 371–378, ACM, 2018. Links | BibTeX @inproceedings{DBLP:conf/gecco/ThomsonVOVC18,
title = {Multifractality and dimensional determinism in local optima networks},
author = {Sarah L Thomson and Sébastien Verel and Gabriela Ochoa and Nadarajen Veerapen and David Cairns},
url = {http://doi.acm.org/10.1145/3205455.3205472},
doi = {10.1145/3205455.3205472},
year = {2018},
date = {2018-01-01},
booktitle = {Genetic and Evolutionary Computation Conference,
GECCO 2018},
pages = {371--378},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian; Ochoa, Gabriela; Rothlauf, Franz PageRank centrality for performance prediction: the impact of the
local optima network model Journal Article J. Heuristics, 24 (3), pp. 243–264, 2018. Links | BibTeX @article{DBLP:journals/heuristics/HerrmannOR18,
title = {PageRank centrality for performance prediction: the impact of the
local optima network model},
author = {Sebastian Herrmann and Gabriela Ochoa and Franz Rothlauf},
url = {https://doi.org/10.1007/s10732-017-9333-1},
doi = {10.1007/s10732-017-9333-1},
year = {2018},
date = {2018-01-01},
journal = {J. Heuristics},
volume = {24},
number = {3},
pages = {243--264},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Thomson, Sarah L; Verel, Sébastien; Ochoa, Gabriela; Veerapen, Nadarajen; McMenemy, Paul On the Fractal Nature of Local Optima Networks Inproceedings Evolutionary Computation in Combinatorial Optimization - EvoCOP 2018, pp. 18–33, Springer, 2018. Links | BibTeX @inproceedings{DBLP:conf/evoW/ThomsonVOVM18,
title = {On the Fractal Nature of Local Optima Networks},
author = {Sarah L Thomson and Sébastien Verel and Gabriela Ochoa and Nadarajen Veerapen and Paul McMenemy},
url = {https://doi.org/10.1007/978-3-319-77449-7_2},
doi = {10.1007/978-3-319-77449-7_2},
year = {2018},
date = {2018-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization - EvoCOP 2018},
volume = {10782},
pages = {18--33},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
McMenemy, Paul; Veerapen, Nadarajen; Ochoa, Gabriela How Perturbation Strength Shapes the Global Structure of TSP Fitness
Landscapes Inproceedings Evolutionary Computation in Combinatorial Optimization - EvoCOP 2018, pp. 34–49, Springer, 2018. Links | BibTeX @inproceedings{DBLP:conf/evoW/McMenemyVO18,
title = {How Perturbation Strength Shapes the Global Structure of TSP Fitness
Landscapes},
author = {Paul McMenemy and Nadarajen Veerapen and Gabriela Ochoa},
url = {https://doi.org/10.1007/978-3-319-77449-7_3},
doi = {10.1007/978-3-319-77449-7_3},
year = {2018},
date = {2018-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization - EvoCOP 2018},
volume = {10782},
pages = {34--49},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
|
Hernando, Leticia; Daolio, Fabio; Veerapen, Nadarajen; Ochoa, Gabriela Local Optima Networks of the Permutation Flowshop Scheduling Problem:
Makespan vs. total flow time Inproceedings IEEE Congress on Evolutionary Computation - CEC 2017, pp. 1964–1971, IEEE, 2017. Links | BibTeX @inproceedings{DBLP:conf/cec/HernandoDVO17,
title = {Local Optima Networks of the Permutation Flowshop Scheduling Problem:
Makespan vs. total flow time},
author = {Leticia Hernando and Fabio Daolio and Nadarajen Veerapen and Gabriela Ochoa},
doi = {10.1109/CEC.2017.7969541},
year = {2017},
date = {2017-01-01},
booktitle = {IEEE Congress on Evolutionary Computation - CEC 2017},
pages = {1964--1971},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Langdon, William B; Veerapen, Nadarajen; Ochoa, Gabriela Visualising the Search Landscape of the Triangle Program Inproceedings European Conference on Genetic Programming - EuroGP 2017, pp. 96–113, 2017. Links | BibTeX @inproceedings{DBLP:conf/eurogp/LangdonVO17,
title = {Visualising the Search Landscape of the Triangle Program},
author = {William B Langdon and Nadarajen Veerapen and Gabriela Ochoa},
url = {https://doi.org/10.1007/978-3-319-55696-3_7},
doi = {10.1007/978-3-319-55696-3_7},
year = {2017},
date = {2017-01-01},
booktitle = {European Conference on Genetic Programming - EuroGP 2017},
volume = {10196},
pages = {96--113},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Veerapen, Nadarajen; Daolio, Fabio; Tomassini, Marco Understanding Phase Transitions with Local Optima Networks: Number
Partitioning as a Case Study Inproceedings Evolutionary Computation in Combinatorial Optimization - EvoCOP 2017, pp. 233–248, 2017. Links | BibTeX @inproceedings{DBLP:conf/evoW/OchoaVDT17,
title = {Understanding Phase Transitions with Local Optima Networks: Number
Partitioning as a Case Study},
author = {Gabriela Ochoa and Nadarajen Veerapen and Fabio Daolio and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-319-55453-2_16},
doi = {10.1007/978-3-319-55453-2_16},
year = {2017},
date = {2017-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization - EvoCOP 2017},
volume = {10197},
pages = {233--248},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian; Herrmann, Matthias; Ochoa, Gabriela; Rothlauf, Franz Shaping communities of local optima by perturbation strength Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2017, pp. 266–273, ACM, 2017. Links | BibTeX @inproceedings{DBLP:conf/gecco/HerrmannHOR17,
title = {Shaping communities of local optima by perturbation strength},
author = {Sebastian Herrmann and Matthias Herrmann and Gabriela Ochoa and Franz Rothlauf},
url = {http://doi.acm.org/10.1145/3071178.3071243},
doi = {10.1145/3071178.3071243},
year = {2017},
date = {2017-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2017},
pages = {266--273},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Thomson, Sarah L; Daolio, Fabio; Ochoa, Gabriela Comparing communities of optima with funnels in combinatorial fitness
landscapes Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2017, pp. 377–384, ACM, 2017. Links | BibTeX @inproceedings{DBLP:conf/gecco/ThomsonDO17,
title = {Comparing communities of optima with funnels in combinatorial fitness
landscapes},
author = {Sarah L Thomson and Fabio Daolio and Gabriela Ochoa},
url = {http://doi.acm.org/10.1145/3071178.3071211},
doi = {10.1145/3071178.3071211},
year = {2017},
date = {2017-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2017},
pages = {377--384},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chicano, Francisco; Whitley, Darrell; Ochoa, Gabriela; Tinós, Renato Optimizing one million variable NK landscapes by hybridizing deterministic
recombination and local search Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2017, pp. 753–760, ACM, 2017. Links | BibTeX @inproceedings{DBLP:conf/gecco/ChicanoWOT17,
title = {Optimizing one million variable NK landscapes by hybridizing deterministic
recombination and local search},
author = {Francisco Chicano and Darrell Whitley and Gabriela Ochoa and Renato Tinós},
url = {http://doi.acm.org/10.1145/3071178.3071285},
doi = {10.1145/3071178.3071285},
year = {2017},
date = {2017-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2017},
pages = {753--760},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Thomson, Sarah L; Ochoa, Gabriela; Daolio, Fabio; Veerapen, Nadarajen The effect of landscape funnels in QAPLIB instances Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2017, Companion, pp. 1495–1500, ACM, 2017. Links | BibTeX @inproceedings{DBLP:conf/gecco/ThomsonODV17,
title = {The effect of landscape funnels in QAPLIB instances},
author = {Sarah L Thomson and Gabriela Ochoa and Fabio Daolio and Nadarajen Veerapen},
url = {http://doi.acm.org/10.1145/3067695.3082512},
doi = {10.1145/3067695.3082512},
year = {2017},
date = {2017-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2017, Companion},
pages = {1495--1500},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Veerapen, Nadarajen; Daolio, Fabio; Ochoa, Gabriela Modelling genetic improvement landscapes with local optima networks Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2017, Companion, pp. 1543–1548, ACM, 2017. Links | BibTeX @inproceedings{DBLP:conf/gecco/VeerapenDO17,
title = {Modelling genetic improvement landscapes with local optima networks},
author = {Nadarajen Veerapen and Fabio Daolio and Gabriela Ochoa},
url = {http://doi.acm.org/10.1145/3067695.3082518},
doi = {10.1145/3067695.3082518},
year = {2017},
date = {2017-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2017, Companion},
pages = {1543--1548},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2016
|
Veerapen, Nadarajen; Ochoa, Gabriela; Tinós, Renato; Whitley, Darrell Tunnelling Crossover Networks for the Asymmetric TSP Inproceedings Parallel Problem Solving from Nature - PPSN XIV, pp. 994–1003, Springer, 2016. Links | BibTeX @inproceedings{DBLP:conf/ppsn/VeerapenOTW16,
title = {Tunnelling Crossover Networks for the Asymmetric TSP},
author = {Nadarajen Veerapen and Gabriela Ochoa and Renato Tinós and Darrell Whitley},
url = {https://doi.org/10.1007/978-3-319-45823-6_93},
doi = {10.1007/978-3-319-45823-6_93},
year = {2016},
date = {2016-01-01},
booktitle = {Parallel Problem Solving from Nature - PPSN XIV},
volume = {9921},
pages = {994--1003},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian Determining the Difficulty of Landscapes by PageRank Centrality in
Local Optima Networks Inproceedings Evolutionary Computation in Combinatorial Optimization - EvoCOP 2016, pp. 74–87, Springer, 2016. Links | BibTeX @inproceedings{DBLP:conf/evoW/Herrmann16,
title = {Determining the Difficulty of Landscapes by PageRank Centrality in
Local Optima Networks},
author = {Sebastian Herrmann},
url = {https://doi.org/10.1007/978-3-319-30698-8_6},
doi = {10.1007/978-3-319-30698-8_6},
year = {2016},
date = {2016-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization - EvoCOP 2016},
volume = {9595},
pages = {74--87},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Veerapen, Nadarajen Deconstructing the Big Valley Search Space Hypothesis Inproceedings Evolutionary Computation in Combinatorial Optimization - EvoCOP 2016, pp. 58–73, Springer, 2016. Links | BibTeX @inproceedings{DBLP:conf/evoW/OchoaV16,
title = {Deconstructing the Big Valley Search Space Hypothesis},
author = {Gabriela Ochoa and Nadarajen Veerapen},
url = {https://doi.org/10.1007/978-3-319-30698-8_5},
doi = {10.1007/978-3-319-30698-8_5},
year = {2016},
date = {2016-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimization - EvoCOP 2016},
volume = {9595},
pages = {58--73},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian; Ochoa, Gabriela; Rothlauf, Franz Communities of Local Optima as Funnels in Fitness Landscapes Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2016, pp. 325–331, ACM, 2016. Links | BibTeX @inproceedings{DBLP:conf/gecco/HerrmannOR16,
title = {Communities of Local Optima as Funnels in Fitness Landscapes},
author = {Sebastian Herrmann and Gabriela Ochoa and Franz Rothlauf},
url = {http://doi.acm.org/10.1145/2908812.2908818},
doi = {10.1145/2908812.2908818},
year = {2016},
date = {2016-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2016},
pages = {325--331},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Veerapen, Nadarajen Additional Dimensions to the Study of Funnels in Combinatorial Landscapes Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2016, pp. 373–380, ACM, 2016. Links | BibTeX @inproceedings{DBLP:conf/gecco/OchoaV16,
title = {Additional Dimensions to the Study of Funnels in Combinatorial Landscapes},
author = {Gabriela Ochoa and Nadarajen Veerapen},
url = {http://doi.acm.org/10.1145/2908812.2908820},
doi = {10.1145/2908812.2908820},
year = {2016},
date = {2016-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2016},
pages = {373--380},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian; Ochoa, Gabriela; Rothlauf, Franz Coarse-Grained Barrier Trees of Fitness Landscapes Inproceedings Parallel Problem Solving from Nature - PPSN XIV, pp. 901–910, Springer, 2016. Links | BibTeX @inproceedings{DBLP:conf/ppsn/HerrmannOR16,
title = {Coarse-Grained Barrier Trees of Fitness Landscapes},
author = {Sebastian Herrmann and Gabriela Ochoa and Franz Rothlauf},
url = {https://doi.org/10.1007/978-3-319-45823-6_84},
doi = {10.1007/978-3-319-45823-6_84},
year = {2016},
date = {2016-01-01},
booktitle = {Parallel Problem Solving from Nature - PPSN XIV},
volume = {9921},
pages = {901--910},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2015
|
Ochoa, Gabriela; Veerapen, Nadarajen; Whitley, Darrell; Burke, Edmund K The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual
Exploration Inproceedings Artificial Evolution - EA 2015. Revised Selected Papers, pp. 1–13, Springer, 2015. Links | BibTeX @inproceedings{DBLP:conf/ae/OchoaVWB15,
title = {The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual
Exploration},
author = {Gabriela Ochoa and Nadarajen Veerapen and Darrell Whitley and Edmund K Burke},
url = {https://doi.org/10.1007/978-3-319-31471-6_1},
doi = {10.1007/978-3-319-31471-6_1},
year = {2015},
date = {2015-01-01},
booktitle = {Artificial Evolution - EA 2015. Revised Selected Papers},
volume = {9554},
pages = {1--13},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Herrmann, Sebastian; Rothlauf, Franz Predicting Heuristic Search Performance with PageRank Centrality in
Local Optima Networks Inproceedings Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2015, Madrid, Spain, July 11-15, 2015, pp. 401–408, ACM, 2015. Links | BibTeX @inproceedings{DBLP:conf/gecco/HerrmannR15,
title = {Predicting Heuristic Search Performance with PageRank Centrality in
Local Optima Networks},
author = {Sebastian Herrmann and Franz Rothlauf},
url = {http://doi.acm.org/10.1145/2739480.2754691},
doi = {10.1145/2739480.2754691},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2015, Madrid, Spain, July 11-15, 2015},
pages = {401--408},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ochoa, Gabriela; Chicano, Francisco; Tinós, Renato; Whitley, Darrell Tunnelling Crossover Networks Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2015, pp. 449–456, ACM, 2015. Links | BibTeX @inproceedings{DBLP:conf/gecco/OchoaCTW15,
title = {Tunnelling Crossover Networks},
author = {Gabriela Ochoa and Francisco Chicano and Renato Tinós and Darrell Whitley},
url = {http://doi.acm.org/10.1145/2739480.2754657},
doi = {10.1145/2739480.2754657},
year = {2015},
date = {2015-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2015},
pages = {449--456},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
|
Ochoa, Gabriela; Verel, Sébastien; Daolio, Fabio; Tomassini, Marco Local Optima Networks: A New Model of Combinatorial Fitness Landscapes Book Chapter Richter, Hendrik; Engelbrecht, Andries (Ed.): Recent Advances in the Theory and Application of Fitness Landscapes, pp. 233–262, Springer Berlin Heidelberg, Berlin, Heidelberg, 2014, ISBN: 978-3-642-41888-4. Links | BibTeX @inbook{Ochoa2014,
title = {Local Optima Networks: A New Model of Combinatorial Fitness Landscapes},
author = {Gabriela Ochoa and Sébastien Verel and Fabio Daolio and Marco Tomassini},
editor = {Hendrik Richter and Andries Engelbrecht},
url = {https://doi.org/10.1007/978-3-642-41888-4_9},
doi = {10.1007/978-3-642-41888-4_9},
isbn = {978-3-642-41888-4},
year = {2014},
date = {2014-01-01},
booktitle = {Recent Advances in the Theory and Application of Fitness Landscapes},
pages = {233--262},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Iclanzan, David; Daolio, Fabio; Tomassini, Marco Learning Inherent Networks from Stochastic Search Methods Inproceedings Evolutionary Computation in Combinatorial Optimisation - EvoCOP 2014, pp. 157–169, Springer, 2014. Links | BibTeX @inproceedings{DBLP:conf/evoW/IclanzanDT14,
title = {Learning Inherent Networks from Stochastic Search Methods},
author = {David Iclanzan and Fabio Daolio and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-662-44320-0_14},
doi = {10.1007/978-3-662-44320-0_14},
year = {2014},
date = {2014-01-01},
booktitle = {Evolutionary Computation in Combinatorial Optimisation - EvoCOP 2014},
volume = {8600},
pages = {157--169},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Iclanzan, David; Daolio, Fabio; Tomassini, Marco Data-driven local optima network characterization of QAPLIB instances Inproceedings Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver,
BC, Canada, July 12-16, 2014, pp. 453–460, ACM, 2014. Links | BibTeX @inproceedings{DBLP:conf/gecco/IclanzanDT14,
title = {Data-driven local optima network characterization of QAPLIB instances},
author = {David Iclanzan and Fabio Daolio and Marco Tomassini},
url = {http://doi.acm.org/10.1145/2576768.2598275},
doi = {10.1145/2576768.2598275},
year = {2014},
date = {2014-01-01},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {453--460},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2013
|
Daolio, Fabio; Verel, Sébastien; Ochoa, Gabriela; Tomassini, Marco Local Optima Networks of the Permutation Flow-Shop Problem Inproceedings Artificial Evolution - EA 2013. Revised Selected Papers, pp. 41–52, Springer, 2013. Links | BibTeX @inproceedings{DBLP:conf/ae/DaolioVOT13,
title = {Local Optima Networks of the Permutation Flow-Shop Problem},
author = {Fabio Daolio and Sébastien Verel and Gabriela Ochoa and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-319-11683-9_4},
doi = {10.1007/978-3-319-11683-9_4},
year = {2013},
date = {2013-01-01},
booktitle = {Artificial Evolution - EA 2013. Revised Selected Papers},
volume = {8752},
pages = {41--52},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tomassini, Marco; Daolio, Fabio A Complex-Networks View of Hard Combinatorial Search Spaces Incollection EVOLVE - A Bridge between Probability, Set Oriented Numerics and
Evolutionary Computation, 447 , pp. 223–245, Springer, 2013. Links | BibTeX @incollection{DBLP:series/sci/TomassiniD13,
title = {A Complex-Networks View of Hard Combinatorial Search Spaces},
author = {Marco Tomassini and Fabio Daolio},
url = {https://doi.org/10.1007/978-3-642-32726-1_6},
doi = {10.1007/978-3-642-32726-1_6},
year = {2013},
date = {2013-01-01},
booktitle = {EVOLVE - A Bridge between Probability, Set Oriented Numerics and
Evolutionary Computation},
volume = {447},
pages = {223--245},
publisher = {Springer},
series = {Studies in Computational Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2012
|
Daolio, Fabio; Verel, Sébastien; Ochoa, Gabriela; Tomassini, Marco Local optima networks and the performance of iterated local search Inproceedings Genetic and Evolutionary Computation Conference - GECCO 2012, pp. 369–376, ACM, 2012. Links | BibTeX @inproceedings{DBLP:conf/gecco/DaolioVOT12,
title = {Local optima networks and the performance of iterated local search},
author = {Fabio Daolio and Sébastien Verel and Gabriela Ochoa and Marco Tomassini},
url = {http://doi.acm.org/10.1145/2330163.2330217},
doi = {10.1145/2330163.2330217},
year = {2012},
date = {2012-01-01},
booktitle = {Genetic and Evolutionary Computation Conference - GECCO 2012},
pages = {369--376},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chicano, Francisco; Daolio, Fabio; Ochoa, Gabriela; Verel, Sébastien; Tomassini, Marco; Alba, Enrique Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance Inproceedings Parallel Problem Solving from Nature - PPSN XII, pp. 337–347, Springer, 2012. Links | BibTeX @inproceedings{DBLP:conf/ppsn/ChicanoDOVTA12,
title = {Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance},
author = {Francisco Chicano and Fabio Daolio and Gabriela Ochoa and Sébastien Verel and Marco Tomassini and Enrique Alba},
url = {https://doi.org/10.1007/978-3-642-32964-7_34},
doi = {10.1007/978-3-642-32964-7_34},
year = {2012},
date = {2012-01-01},
booktitle = {Parallel Problem Solving from Nature - PPSN XII},
volume = {7492},
pages = {337--347},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
|
Ochoa, Gabriela; Verel, Sébastien; Daolio, Fabio; Tomassini, Marco Clustering of Local Optima in Combinatorial Fitness Landscapes Inproceedings Learning and Intelligent Optimization - LION 5, Selected Papers, pp. 454–457, Springer, 2011. Links | BibTeX @inproceedings{DBLP:conf/lion/OchoaVDT11,
title = {Clustering of Local Optima in Combinatorial Fitness Landscapes},
author = {Gabriela Ochoa and Sébastien Verel and Fabio Daolio and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-642-25566-3_35},
doi = {10.1007/978-3-642-25566-3_35},
year = {2011},
date = {2011-01-01},
booktitle = {Learning and Intelligent Optimization - LION 5, Selected Papers},
volume = {6683},
pages = {454--457},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Daolio, Fabio; Tomassini, Marco; Verel, Sébastien; Ochoa, Gabriela Communities of minima in local optima networks of combinatorial spaces Journal Article Physica A: Statistical Mechanics and its Applications, 390 (9), pp. 1684 - 1694, 2011, ISSN: 0378-4371. Links | BibTeX @article{DAOLIO20111684,
title = {Communities of minima in local optima networks of combinatorial spaces},
author = {Fabio Daolio and Marco Tomassini and Sébastien Verel and Gabriela Ochoa},
url = {http://www.sciencedirect.com/science/article/pii/S0378437111000495},
doi = {https://doi.org/10.1016/j.physa.2011.01.005},
issn = {0378-4371},
year = {2011},
date = {2011-01-01},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {390},
number = {9},
pages = {1684 - 1694},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Verel, Sébastien; Ochoa, Gabriela; Tomassini, Marco Local Optima Networks of NK Landscapes With Neutrality Journal Article IEEE Trans. Evolutionary Computation, 15 (6), pp. 783–797, 2011. Links | BibTeX @article{DBLP:journals/tec/VerelOT11,
title = {Local Optima Networks of NK Landscapes With Neutrality},
author = {Sébastien Verel and Gabriela Ochoa and Marco Tomassini},
url = {https://doi.org/10.1109/TEVC.2010.2046175},
doi = {10.1109/TEVC.2010.2046175},
year = {2011},
date = {2011-01-01},
journal = {IEEE Trans. Evolutionary Computation},
volume = {15},
number = {6},
pages = {783--797},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Verel, Sébastien; Daolio, Fabio; Ochoa, Gabriela; Tomassini, Marco Local Optima Networks with Escape Edges Inproceedings Artificial Evolution - EA 2011, Angers. Revised Selected Papers, pp. 49–60, Springer, 2011. Links | BibTeX @inproceedings{DBLP:conf/ae/VerelDOT11,
title = {Local Optima Networks with Escape Edges},
author = {Sébastien Verel and Fabio Daolio and Gabriela Ochoa and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-642-35533-2_5},
doi = {10.1007/978-3-642-35533-2_5},
year = {2011},
date = {2011-01-01},
booktitle = {Artificial Evolution - EA 2011, Angers. Revised Selected Papers},
volume = {7401},
pages = {49--60},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2010
|
Ochoa, Gabriela; Verel, Sébastien; Tomassini, Marco First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes Inproceedings Parallel Problem Solving from Nature - PPSN XI, pp. 104–113, Springer, 2010. Links | BibTeX @inproceedings{DBLP:conf/ppsn/OchoaVT10,
title = {First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes},
author = {Gabriela Ochoa and Sébastien Verel and Marco Tomassini},
url = {https://doi.org/10.1007/978-3-642-15844-5_11},
doi = {10.1007/978-3-642-15844-5_11},
year = {2010},
date = {2010-01-01},
booktitle = {Parallel Problem Solving from Nature - PPSN XI},
volume = {6238},
pages = {104--113},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Daolio, Fabio; Verel, Sébastien; Ochoa, Gabriela; Tomassini, Marco Local Optima Networks of the Quadratic Assignment Problem Inproceedings IEEE Congress on Evolutionary Computation - CEC 2010, pp. 1–8, IEEE, 2010. Links | BibTeX @inproceedings{DBLP:conf/cec/DaolioVOT10,
title = {Local Optima Networks of the Quadratic Assignment Problem},
author = {Fabio Daolio and Sébastien Verel and Gabriela Ochoa and Marco Tomassini},
url = {https://doi.org/10.1109/CEC.2010.5586481},
doi = {10.1109/CEC.2010.5586481},
year = {2010},
date = {2010-01-01},
booktitle = {IEEE Congress on Evolutionary Computation - CEC 2010},
pages = {1--8},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2008
|
Tomassini, Marco; Verel, Sébastien; Ochoa, Gabriela Complex-network analysis of combinatorial spaces: The $NK$ landscape case Journal Article Phys. Rev. E, 78 , pp. 066114, 2008. Links | BibTeX @article{PhysRevE.78.066114,
title = {Complex-network analysis of combinatorial spaces: The $NK$ landscape case},
author = {Marco Tomassini and Sébastien Verel and Gabriela Ochoa},
url = {https://link.aps.org/doi/10.1103/PhysRevE.78.066114},
doi = {10.1103/PhysRevE.78.066114},
year = {2008},
date = {2008-12-01},
journal = {Phys. Rev. E},
volume = {78},
pages = {066114},
publisher = {American Physical Society},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|