Tiago Paixao

Barton Group
Guet Group

32 Publications

Mark all

[32]
2018 | Journal Article | IST-REx-ID: 723 | OA
How to escape local optima in black box optimisation when non elitism outperforms elitism
P. Oliveto, T. Paixao, J. Pérez Heredia, D. Sudholt, B. Trubenova, Algorithmica 80 (2018) 1604–1633.
[Published Version] View | Files available | DOI | WoS
 
[31]
2017 | Conference Paper | IST-REx-ID: 1112
An application of stochastic differential equations to evolutionary algorithms
T. Paixao, J. Pérez Heredia, in:, Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, ACM, 2017, pp. 3–11.
View | DOI
 
[30]
2017 | Research Data Reference | IST-REx-ID: 9849
Modelling and simulation details
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[29]
2017 | Research Data Reference | IST-REx-ID: 9850
Extensions of the model
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[28]
2017 | Research Data Reference | IST-REx-ID: 9851
Heuristic prediction for multiple stresses
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[27]
2017 | Research Data Reference | IST-REx-ID: 9852
Resistance frequencies for different combination strategies
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[26]
2017 | Journal Article | IST-REx-ID: 1351 | OA
Model checking the evolution of gene regulatory networks
M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, Acta Informatica 54 (2017) 765–787.
[Published Version] View | Files available | DOI | WoS
 
[25]
2017 | Journal Article | IST-REx-ID: 1336 | OA
Towards a runtime comparison of natural and artificial evolution
T. Paixao, J. Pérez Heredia, D. Sudholt, B. Trubenova, Algorithmica 78 (2017) 681–713.
[Published Version] View | Files available | DOI | WoS
 
[24]
2017 | Journal Article | IST-REx-ID: 1111 | OA
Selection limits to adaptive walks on correlated landscapes
J. Heredia, B. Trubenova, D. Sudholt, T. Paixao, Genetics 205 (2017) 803–825.
[Published Version] View | DOI | Download Published Version (ext.) | WoS | PubMed | Europe PMC
 
[23]
2017 | Journal Article | IST-REx-ID: 954 | OA
On the mechanistic nature of epistasis in a canonical cis-regulatory element
M. Lagator, T. Paixao, N.H. Barton, J.P. Bollback, C.C. Guet, ELife 6 (2017).
[Published Version] View | Files available | DOI | WoS
 
[22]
2017 | Journal Article | IST-REx-ID: 696 | OA
Stress induced mutagenesis: Stress diversity facilitates the persistence of mutator genes
M. Lukacisinova, S. Novak, T. Paixao, PLoS Computational Biology 13 (2017).
[Published Version] View | Files available | DOI
 
[21]
2016 | Conference Paper | IST-REx-ID: 1349 | OA
When non-elitism outperforms elitism for crossing fitness valleys
P. Oliveto, T. Paixao, J. Heredia, D. Sudholt, B. Trubenova, in:, Proceedings of the Genetic and Evolutionary Computation Conference 2016 , ACM, 2016, pp. 1163–1170.
[Published Version] View | Files available | DOI
 
[20]
2016 | Journal Article | IST-REx-ID: 1359 | OA
The effect of gene interactions on the long-term response to selection
T. Paixao, N.H. Barton, PNAS 113 (2016) 4422–4427.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[19]
2015 | Conference Paper | IST-REx-ID: 1430 | OA
First steps towards a runtime comparison of natural and artificial evolution
T. Paixao, D. Sudholt, J. Heredia, B. Trubenova, in:, Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, ACM, 2015, pp. 1455–1462.
[Preprint] View | DOI | Download Preprint (ext.)
 
[18]
2015 | Journal Article | IST-REx-ID: 1542 | OA
Toward a unifying framework for evolutionary processes
T. Paixao, G. Badkobeh, N.H. Barton, D. Çörüş, D. Dang, T. Friedrich, P. Lehre, D. Sudholt, A. Sutton, B. Trubenova, Journal of Theoretical Biology 383 (2015) 28–43.
[Published Version] View | Files available | DOI
 
[17]
2015 | Research Data Reference | IST-REx-ID: 9712
Other fitness models for comparison & for interacting TFBSs
M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, (2015).
[Published Version] View | Files available | DOI
 
[16]
2015 | Journal Article | IST-REx-ID: 1666 | OA
Dynamics of transcription factor binding site evolution
M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, PLoS Genetics 11 (2015).
[Published Version] View | Files available | DOI
 
[15]
2015 | Conference Paper | IST-REx-ID: 1835 | OA
Model checking gene regulatory networks
M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, 9035 (2015) 469–483.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[14]
2014 | Journal Article | IST-REx-ID: 2169 | OA
Diverse forms of selection in evolution and computer science
N.H. Barton, S. Novak, T. Paixao, PNAS 111 (2014) 10398–10399.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[13]
2014 | Journal Article | IST-REx-ID: 2252
Genetic background alters dominance relationships between mat alleles in the ciliate Tetrahymena Thermophila
S. Phadke, T. Paixao, T. Pham, S. Pham, R. Zufall, Journal of Heredity 105 (2014) 130–135.
View | DOI
 
[12]
2013 | Conference Paper | IST-REx-ID: 2718 | OA
Can quantitative and population genetics help us understand evolutionary computation?
N.H. Barton, T. Paixao, in:, Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation, ACM, 2013, pp. 1573–1580.
[Submitted Version] View | Files available | DOI
 
[11]
2013 | Journal Article | IST-REx-ID: 2720 | OA
Accumulation of spontaneous mutations in the ciliate Tetrahymena thermophila
H. Long, T. Paixao, R. Azevedo, R. Zufall, Genetics 195 (2013) 527–540.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[10]
2013 | Conference Paper | IST-REx-ID: 2719
A variance decomposition approach to the analysis of genetic algorithms
T. Paixao, N.H. Barton, in:, Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation, ACM, 2013, pp. 845–852.
View | DOI
 
[9]
2013 | Journal Article | IST-REx-ID: 2900
Networking networks
R. Azevedo, R. Lohaus, T. Paixao, Evolution & Development 10 (2013) 514–515.
View | Download (ext.)
 
[8]
2011 | Journal Article | IST-REx-ID: 2898
Sex ratio evolution under probabilistic sex determination
T. Paixao, S. Phadke, R. Azevedo, R. Zufall, Evolution; International Journal of Organic Evolution 65 (2011) 2050–2060.
View | DOI
 
[7]
2011 | Journal Article | IST-REx-ID: 2897
Redundancy and the Evolution of Cis Regulatory Element Multiplicity
T. Paixao, R. Azevedo, PLoS Computational Biology 6 (2011).
View | DOI
 
[6]
2010 | Journal Article | IST-REx-ID: 2899
Within host competition selects for plasmid encoded toxin–antitoxin systems
T. Cooper, T. Paixao, J. Heinemann, Proc R Soc B 277 (2010) 3149–3155.
View | DOI
 
[5]
2008 | Journal Article | IST-REx-ID: 2892
Networking networks
R. Azevedo, R. Lohaus, T. Paixao, Evolution & Development 10 (2008) 514–515.
View | DOI
 
[4]
2007 | Journal Article | IST-REx-ID: 2893
When three is not a crowd a Crossregulation Model of the dynamics and repertoire selection of regulatory CD4 T cells
J. Carneiro, K. Leon, Í. Caramalho, C. Van Den Dool, R. Gardner, V. Oliveira, M. Bergman, N. Sepúlveda, T. Paixao, J. Faro, J. Demengeot, Immunological Reviews 216 (2007) 48–68.
View | DOI
 
[3]
2007 | Journal Article | IST-REx-ID: 2896
Quantitative insights into stochastic monoallelic expression of cytokine genes
T. Paixao, T. Carvalho, D. Calado, J. Carneiro, Immunology and Cell Biology 85 (2007) 315–322.
View | DOI
 
[2]
2006 | Journal Article | IST-REx-ID: 2894
Stochastic Monoallelic Expression of IL 10 in T Cells
D. Calado, T. Paixao, D. Holmberg, M. Haury, Journal of Immunology 177 (2006) 5358–5364.
View | DOI
 
[1]
2005 | Journal Article | IST-REx-ID: 2895
Immunological self tolerance: Lessons from mathematical modeling
J. Carneiro, T. Paixao, D. Milutinovic, J. Sousa, K. Leon, R. Gardner, J. Faro, Journal of Computational and Applied Mathematics 184 (2005) 77–100.
View | DOI
 
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32 Publications

Mark all

[32]
2018 | Journal Article | IST-REx-ID: 723 | OA
How to escape local optima in black box optimisation when non elitism outperforms elitism
P. Oliveto, T. Paixao, J. Pérez Heredia, D. Sudholt, B. Trubenova, Algorithmica 80 (2018) 1604–1633.
[Published Version] View | Files available | DOI | WoS
 
[31]
2017 | Conference Paper | IST-REx-ID: 1112
An application of stochastic differential equations to evolutionary algorithms
T. Paixao, J. Pérez Heredia, in:, Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, ACM, 2017, pp. 3–11.
View | DOI
 
[30]
2017 | Research Data Reference | IST-REx-ID: 9849
Modelling and simulation details
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[29]
2017 | Research Data Reference | IST-REx-ID: 9850
Extensions of the model
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[28]
2017 | Research Data Reference | IST-REx-ID: 9851
Heuristic prediction for multiple stresses
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[27]
2017 | Research Data Reference | IST-REx-ID: 9852
Resistance frequencies for different combination strategies
M. Lukacisinova, S. Novak, T. Paixao, (2017).
[Published Version] View | Files available | DOI
 
[26]
2017 | Journal Article | IST-REx-ID: 1351 | OA
Model checking the evolution of gene regulatory networks
M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, Acta Informatica 54 (2017) 765–787.
[Published Version] View | Files available | DOI | WoS
 
[25]
2017 | Journal Article | IST-REx-ID: 1336 | OA
Towards a runtime comparison of natural and artificial evolution
T. Paixao, J. Pérez Heredia, D. Sudholt, B. Trubenova, Algorithmica 78 (2017) 681–713.
[Published Version] View | Files available | DOI | WoS
 
[24]
2017 | Journal Article | IST-REx-ID: 1111 | OA
Selection limits to adaptive walks on correlated landscapes
J. Heredia, B. Trubenova, D. Sudholt, T. Paixao, Genetics 205 (2017) 803–825.
[Published Version] View | DOI | Download Published Version (ext.) | WoS | PubMed | Europe PMC
 
[23]
2017 | Journal Article | IST-REx-ID: 954 | OA
On the mechanistic nature of epistasis in a canonical cis-regulatory element
M. Lagator, T. Paixao, N.H. Barton, J.P. Bollback, C.C. Guet, ELife 6 (2017).
[Published Version] View | Files available | DOI | WoS
 
[22]
2017 | Journal Article | IST-REx-ID: 696 | OA
Stress induced mutagenesis: Stress diversity facilitates the persistence of mutator genes
M. Lukacisinova, S. Novak, T. Paixao, PLoS Computational Biology 13 (2017).
[Published Version] View | Files available | DOI
 
[21]
2016 | Conference Paper | IST-REx-ID: 1349 | OA
When non-elitism outperforms elitism for crossing fitness valleys
P. Oliveto, T. Paixao, J. Heredia, D. Sudholt, B. Trubenova, in:, Proceedings of the Genetic and Evolutionary Computation Conference 2016 , ACM, 2016, pp. 1163–1170.
[Published Version] View | Files available | DOI
 
[20]
2016 | Journal Article | IST-REx-ID: 1359 | OA
The effect of gene interactions on the long-term response to selection
T. Paixao, N.H. Barton, PNAS 113 (2016) 4422–4427.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[19]
2015 | Conference Paper | IST-REx-ID: 1430 | OA
First steps towards a runtime comparison of natural and artificial evolution
T. Paixao, D. Sudholt, J. Heredia, B. Trubenova, in:, Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, ACM, 2015, pp. 1455–1462.
[Preprint] View | DOI | Download Preprint (ext.)
 
[18]
2015 | Journal Article | IST-REx-ID: 1542 | OA
Toward a unifying framework for evolutionary processes
T. Paixao, G. Badkobeh, N.H. Barton, D. Çörüş, D. Dang, T. Friedrich, P. Lehre, D. Sudholt, A. Sutton, B. Trubenova, Journal of Theoretical Biology 383 (2015) 28–43.
[Published Version] View | Files available | DOI
 
[17]
2015 | Research Data Reference | IST-REx-ID: 9712
Other fitness models for comparison & for interacting TFBSs
M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, (2015).
[Published Version] View | Files available | DOI
 
[16]
2015 | Journal Article | IST-REx-ID: 1666 | OA
Dynamics of transcription factor binding site evolution
M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, PLoS Genetics 11 (2015).
[Published Version] View | Files available | DOI
 
[15]
2015 | Conference Paper | IST-REx-ID: 1835 | OA
Model checking gene regulatory networks
M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, 9035 (2015) 469–483.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[14]
2014 | Journal Article | IST-REx-ID: 2169 | OA
Diverse forms of selection in evolution and computer science
N.H. Barton, S. Novak, T. Paixao, PNAS 111 (2014) 10398–10399.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[13]
2014 | Journal Article | IST-REx-ID: 2252
Genetic background alters dominance relationships between mat alleles in the ciliate Tetrahymena Thermophila
S. Phadke, T. Paixao, T. Pham, S. Pham, R. Zufall, Journal of Heredity 105 (2014) 130–135.
View | DOI
 
[12]
2013 | Conference Paper | IST-REx-ID: 2718 | OA
Can quantitative and population genetics help us understand evolutionary computation?
N.H. Barton, T. Paixao, in:, Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation, ACM, 2013, pp. 1573–1580.
[Submitted Version] View | Files available | DOI
 
[11]
2013 | Journal Article | IST-REx-ID: 2720 | OA
Accumulation of spontaneous mutations in the ciliate Tetrahymena thermophila
H. Long, T. Paixao, R. Azevedo, R. Zufall, Genetics 195 (2013) 527–540.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[10]
2013 | Conference Paper | IST-REx-ID: 2719
A variance decomposition approach to the analysis of genetic algorithms
T. Paixao, N.H. Barton, in:, Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation, ACM, 2013, pp. 845–852.
View | DOI
 
[9]
2013 | Journal Article | IST-REx-ID: 2900
Networking networks
R. Azevedo, R. Lohaus, T. Paixao, Evolution & Development 10 (2013) 514–515.
View | Download (ext.)
 
[8]
2011 | Journal Article | IST-REx-ID: 2898
Sex ratio evolution under probabilistic sex determination
T. Paixao, S. Phadke, R. Azevedo, R. Zufall, Evolution; International Journal of Organic Evolution 65 (2011) 2050–2060.
View | DOI
 
[7]
2011 | Journal Article | IST-REx-ID: 2897
Redundancy and the Evolution of Cis Regulatory Element Multiplicity
T. Paixao, R. Azevedo, PLoS Computational Biology 6 (2011).
View | DOI
 
[6]
2010 | Journal Article | IST-REx-ID: 2899
Within host competition selects for plasmid encoded toxin–antitoxin systems
T. Cooper, T. Paixao, J. Heinemann, Proc R Soc B 277 (2010) 3149–3155.
View | DOI
 
[5]
2008 | Journal Article | IST-REx-ID: 2892
Networking networks
R. Azevedo, R. Lohaus, T. Paixao, Evolution & Development 10 (2008) 514–515.
View | DOI
 
[4]
2007 | Journal Article | IST-REx-ID: 2893
When three is not a crowd a Crossregulation Model of the dynamics and repertoire selection of regulatory CD4 T cells
J. Carneiro, K. Leon, Í. Caramalho, C. Van Den Dool, R. Gardner, V. Oliveira, M. Bergman, N. Sepúlveda, T. Paixao, J. Faro, J. Demengeot, Immunological Reviews 216 (2007) 48–68.
View | DOI
 
[3]
2007 | Journal Article | IST-REx-ID: 2896
Quantitative insights into stochastic monoallelic expression of cytokine genes
T. Paixao, T. Carvalho, D. Calado, J. Carneiro, Immunology and Cell Biology 85 (2007) 315–322.
View | DOI
 
[2]
2006 | Journal Article | IST-REx-ID: 2894
Stochastic Monoallelic Expression of IL 10 in T Cells
D. Calado, T. Paixao, D. Holmberg, M. Haury, Journal of Immunology 177 (2006) 5358–5364.
View | DOI
 
[1]
2005 | Journal Article | IST-REx-ID: 2895
Immunological self tolerance: Lessons from mathematical modeling
J. Carneiro, T. Paixao, D. Milutinovic, J. Sousa, K. Leon, R. Gardner, J. Faro, Journal of Computational and Applied Mathematics 184 (2005) 77–100.
View | DOI
 
Marked Publication(s)

Search

Filter Publications

    • Display / Sort

    Citation Style: Default

    Export / Embed