Tiago Paixao
Barton Group
Guet Group
32 Publications
2018 | Published | Journal Article | IST-REx-ID: 723 |

Oliveto P, Paixao T, Pérez Heredia J, Sudholt D, Trubenova B. 2018. How to escape local optima in black box optimisation when non elitism outperforms elitism. Algorithmica. 80(5), 1604–1633.
[Published Version]
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| Files available
| DOI
| WoS
2017 | Published | Journal Article | IST-REx-ID: 1336 |

Paixao T, Pérez Heredia J, Sudholt D, Trubenova B. 2017. Towards a runtime comparison of natural and artificial evolution. Algorithmica. 78(2), 681–713.
[Published Version]
View
| Files available
| DOI
| WoS
2017 | Published | Journal Article | IST-REx-ID: 1111 |

Heredia J, Trubenova B, Sudholt D, Paixao T. 2017. Selection limits to adaptive walks on correlated landscapes. Genetics. 205(2), 803–825.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
| PubMed | Europe PMC
2017 | Published | Conference Paper | IST-REx-ID: 1112
Paixao T, Pérez Heredia J. 2017. An application of stochastic differential equations to evolutionary algorithms. Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. FOGA: Foundations of Genetic Algorithms, 3–11.
View
| DOI
2017 | Published | Journal Article | IST-REx-ID: 696 |

Lukacisinova M, Novak S, Paixao T. 2017. Stress induced mutagenesis: Stress diversity facilitates the persistence of mutator genes. PLoS Computational Biology. 13(7), e1005609.
[Published Version]
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| Files available
| DOI
2017 | Published | Journal Article | IST-REx-ID: 954 |

Lagator M, Paixao T, Barton NH, Bollback JP, Guet CC. 2017. On the mechanistic nature of epistasis in a canonical cis-regulatory element. eLife. 6, e25192.
[Published Version]
View
| Files available
| DOI
| WoS
2017 | Research Data Reference | IST-REx-ID: 9849
Lukacisinova M, Novak S, Paixao T. 2017. Modelling and simulation details, Public Library of Science, 10.1371/journal.pcbi.1005609.s001.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9850
Lukacisinova M, Novak S, Paixao T. 2017. Extensions of the model, Public Library of Science, 10.1371/journal.pcbi.1005609.s002.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9851
Lukacisinova M, Novak S, Paixao T. 2017. Heuristic prediction for multiple stresses, Public Library of Science, 10.1371/journal.pcbi.1005609.s003.
[Published Version]
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| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9852
Lukacisinova M, Novak S, Paixao T. 2017. Resistance frequencies for different combination strategies, Public Library of Science, 10.1371/journal.pcbi.1005609.s004.
[Published Version]
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| Files available
| DOI
2017 | Published | Journal Article | IST-REx-ID: 1351 |

Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2017. Model checking the evolution of gene regulatory networks. Acta Informatica. 54(8), 765–787.
[Published Version]
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| Files available
| DOI
| WoS
2016 | Published | Conference Paper | IST-REx-ID: 1349 |

Oliveto P, Paixao T, Heredia J, Sudholt D, Trubenova B. 2016. When non-elitism outperforms elitism for crossing fitness valleys. Proceedings of the Genetic and Evolutionary Computation Conference 2016 . GECCO: Genetic and evolutionary computation conference, 1163–1170.
[Published Version]
View
| Files available
| DOI
2016 | Published | Journal Article | IST-REx-ID: 1359 |

Paixao T, Barton NH. 2016. The effect of gene interactions on the long-term response to selection. PNAS. 113(16), 4422–4427.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| PubMed | Europe PMC
2015 | Published | Conference Paper | IST-REx-ID: 1430 |

Paixao T, Sudholt D, Heredia J, Trubenova B. 2015. First steps towards a runtime comparison of natural and artificial evolution. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. GECCO: Genetic and evolutionary computation conference, 1455–1462.
[Preprint]
View
| DOI
| Download Preprint (ext.)
2015 | Published | Journal Article | IST-REx-ID: 1542 |

Paixao T, Badkobeh G, Barton NH, Çörüş D, Dang D, Friedrich T, Lehre P, Sudholt D, Sutton A, Trubenova B. 2015. Toward a unifying framework for evolutionary processes. Journal of Theoretical Biology. 383, 28–43.
[Published Version]
View
| Files available
| DOI
2015 | Published | Journal Article | IST-REx-ID: 1666 |

Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Dynamics of transcription factor binding site evolution. PLoS Genetics. 11(11).
[Published Version]
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| Files available
| DOI
2015 | Published | Conference Paper | IST-REx-ID: 1835 |

Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2015. Model checking gene regulatory networks. 9035, 469–483.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
2015 | Research Data Reference | IST-REx-ID: 9712
Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Other fitness models for comparison & for interacting TFBSs, Public Library of Science, 10.1371/journal.pgen.1005639.s001.
[Published Version]
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| Files available
| DOI
2014 | Published | Journal Article | IST-REx-ID: 2169 |

Barton NH, Novak S, Paixao T. 2014. Diverse forms of selection in evolution and computer science. PNAS. 111(29), 10398–10399.
[Submitted Version]
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| DOI
| Download Submitted Version (ext.)
2013 | Published | Journal Article | IST-REx-ID: 2900
Azevedo R, Lohaus R, Paixao T. 2013. Networking networks. Evolution & Development. 10(5), 514–515.
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| Download (ext.)
2013 | Published | Conference Paper | IST-REx-ID: 2718 |

Barton NH, Paixao T. 2013. Can quantitative and population genetics help us understand evolutionary computation? Proceedings of the 15th annual conference on Genetic and evolutionary computation. GECCO: Genetic and evolutionary computation conference, 1573–1580.
[Submitted Version]
View
| Files available
| DOI
2013 | Published | Journal Article | IST-REx-ID: 2720 |

Long H, Paixao T, Azevedo R, Zufall R. 2013. Accumulation of spontaneous mutations in the ciliate Tetrahymena thermophila. Genetics. 195(2), 527–540.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
| PubMed | Europe PMC
2013 | Published | Conference Paper | IST-REx-ID: 2719
Paixao T, Barton NH. 2013. A variance decomposition approach to the analysis of genetic algorithms. Proceedings of the 15th annual conference on Genetic and evolutionary computation. GECCO: Genetic and evolutionary computation conference, 845–852.
View
| DOI
2007 | Published | Journal Article | IST-REx-ID: 2893
Carneiro J, Leon K, Caramalho Í, Van Den Dool C, Gardner R, Oliveira V, Bergman M, Sepúlveda N, Paixao T, Faro J, Demengeot J. 2007. When three is not a crowd a Crossregulation Model of the dynamics and repertoire selection of regulatory CD4 T cells. Immunological Reviews. 216(1), 48–68.
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32 Publications
2018 | Published | Journal Article | IST-REx-ID: 723 |

Oliveto P, Paixao T, Pérez Heredia J, Sudholt D, Trubenova B. 2018. How to escape local optima in black box optimisation when non elitism outperforms elitism. Algorithmica. 80(5), 1604–1633.
[Published Version]
View
| Files available
| DOI
| WoS
2017 | Published | Journal Article | IST-REx-ID: 1336 |

Paixao T, Pérez Heredia J, Sudholt D, Trubenova B. 2017. Towards a runtime comparison of natural and artificial evolution. Algorithmica. 78(2), 681–713.
[Published Version]
View
| Files available
| DOI
| WoS
2017 | Published | Journal Article | IST-REx-ID: 1111 |

Heredia J, Trubenova B, Sudholt D, Paixao T. 2017. Selection limits to adaptive walks on correlated landscapes. Genetics. 205(2), 803–825.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
| PubMed | Europe PMC
2017 | Published | Conference Paper | IST-REx-ID: 1112
Paixao T, Pérez Heredia J. 2017. An application of stochastic differential equations to evolutionary algorithms. Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. FOGA: Foundations of Genetic Algorithms, 3–11.
View
| DOI
2017 | Published | Journal Article | IST-REx-ID: 696 |

Lukacisinova M, Novak S, Paixao T. 2017. Stress induced mutagenesis: Stress diversity facilitates the persistence of mutator genes. PLoS Computational Biology. 13(7), e1005609.
[Published Version]
View
| Files available
| DOI
2017 | Published | Journal Article | IST-REx-ID: 954 |

Lagator M, Paixao T, Barton NH, Bollback JP, Guet CC. 2017. On the mechanistic nature of epistasis in a canonical cis-regulatory element. eLife. 6, e25192.
[Published Version]
View
| Files available
| DOI
| WoS
2017 | Research Data Reference | IST-REx-ID: 9849
Lukacisinova M, Novak S, Paixao T. 2017. Modelling and simulation details, Public Library of Science, 10.1371/journal.pcbi.1005609.s001.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9850
Lukacisinova M, Novak S, Paixao T. 2017. Extensions of the model, Public Library of Science, 10.1371/journal.pcbi.1005609.s002.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9851
Lukacisinova M, Novak S, Paixao T. 2017. Heuristic prediction for multiple stresses, Public Library of Science, 10.1371/journal.pcbi.1005609.s003.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9852
Lukacisinova M, Novak S, Paixao T. 2017. Resistance frequencies for different combination strategies, Public Library of Science, 10.1371/journal.pcbi.1005609.s004.
[Published Version]
View
| Files available
| DOI
2017 | Published | Journal Article | IST-REx-ID: 1351 |

Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2017. Model checking the evolution of gene regulatory networks. Acta Informatica. 54(8), 765–787.
[Published Version]
View
| Files available
| DOI
| WoS
2016 | Published | Conference Paper | IST-REx-ID: 1349 |

Oliveto P, Paixao T, Heredia J, Sudholt D, Trubenova B. 2016. When non-elitism outperforms elitism for crossing fitness valleys. Proceedings of the Genetic and Evolutionary Computation Conference 2016 . GECCO: Genetic and evolutionary computation conference, 1163–1170.
[Published Version]
View
| Files available
| DOI
2016 | Published | Journal Article | IST-REx-ID: 1359 |

Paixao T, Barton NH. 2016. The effect of gene interactions on the long-term response to selection. PNAS. 113(16), 4422–4427.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| PubMed | Europe PMC
2015 | Published | Conference Paper | IST-REx-ID: 1430 |

Paixao T, Sudholt D, Heredia J, Trubenova B. 2015. First steps towards a runtime comparison of natural and artificial evolution. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. GECCO: Genetic and evolutionary computation conference, 1455–1462.
[Preprint]
View
| DOI
| Download Preprint (ext.)
2015 | Published | Journal Article | IST-REx-ID: 1542 |

Paixao T, Badkobeh G, Barton NH, Çörüş D, Dang D, Friedrich T, Lehre P, Sudholt D, Sutton A, Trubenova B. 2015. Toward a unifying framework for evolutionary processes. Journal of Theoretical Biology. 383, 28–43.
[Published Version]
View
| Files available
| DOI
2015 | Published | Journal Article | IST-REx-ID: 1666 |

Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Dynamics of transcription factor binding site evolution. PLoS Genetics. 11(11).
[Published Version]
View
| Files available
| DOI
2015 | Published | Conference Paper | IST-REx-ID: 1835 |

Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2015. Model checking gene regulatory networks. 9035, 469–483.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
2015 | Research Data Reference | IST-REx-ID: 9712
Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Other fitness models for comparison & for interacting TFBSs, Public Library of Science, 10.1371/journal.pgen.1005639.s001.
[Published Version]
View
| Files available
| DOI
2014 | Published | Journal Article | IST-REx-ID: 2169 |

Barton NH, Novak S, Paixao T. 2014. Diverse forms of selection in evolution and computer science. PNAS. 111(29), 10398–10399.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
2013 | Published | Journal Article | IST-REx-ID: 2900
Azevedo R, Lohaus R, Paixao T. 2013. Networking networks. Evolution & Development. 10(5), 514–515.
View
| Download (ext.)
2013 | Published | Conference Paper | IST-REx-ID: 2718 |

Barton NH, Paixao T. 2013. Can quantitative and population genetics help us understand evolutionary computation? Proceedings of the 15th annual conference on Genetic and evolutionary computation. GECCO: Genetic and evolutionary computation conference, 1573–1580.
[Submitted Version]
View
| Files available
| DOI
2013 | Published | Journal Article | IST-REx-ID: 2720 |

Long H, Paixao T, Azevedo R, Zufall R. 2013. Accumulation of spontaneous mutations in the ciliate Tetrahymena thermophila. Genetics. 195(2), 527–540.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
| PubMed | Europe PMC
2013 | Published | Conference Paper | IST-REx-ID: 2719
Paixao T, Barton NH. 2013. A variance decomposition approach to the analysis of genetic algorithms. Proceedings of the 15th annual conference on Genetic and evolutionary computation. GECCO: Genetic and evolutionary computation conference, 845–852.
View
| DOI
2007 | Published | Journal Article | IST-REx-ID: 2893
Carneiro J, Leon K, Caramalho Í, Van Den Dool C, Gardner R, Oliveira V, Bergman M, Sepúlveda N, Paixao T, Faro J, Demengeot J. 2007. When three is not a crowd a Crossregulation Model of the dynamics and repertoire selection of regulatory CD4 T cells. Immunological Reviews. 216(1), 48–68.
View
| DOI