2017
|
Banda, Juan; Velasco, Jonás; Berrones, Arturo Dual mean field search for large scale linear and quadratic knapsack problems Artículo de revista Physica A: Statistical Mechanics and its Applications, 478 , pp. 158–167, 2017. BibTeX @article{banda2017dual,
title = {Dual mean field search for large scale linear and quadratic knapsack problems},
author = {Juan Banda and Jonás Velasco and Arturo Berrones},
year = {2017},
date = {2017-01-01},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {478},
pages = {158--167},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Banda, Juan; Velasco, Jonás; Berrones, Arturo A hybrid heuristic algorithm based on Mean-Field Theory with a Simple Local Search for the Quadratic Knapsack Problem Inproceedings Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 2559–2565, IEEE 2017. BibTeX @inproceedings{banda2017hybrid,
title = {A hybrid heuristic algorithm based on Mean-Field Theory with a Simple Local Search for the Quadratic Knapsack Problem},
author = {Juan Banda and Jonás Velasco and Arturo Berrones},
year = {2017},
date = {2017-01-01},
booktitle = {Evolutionary Computation (CEC), 2017 IEEE Congress on},
pages = {2559--2565},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Saucedo-Espinosa, Mario A; Escalante, Hugo Jair; Berrones, Arturo Detection of defective embedded bearings by sound analysis: a machine learning approach Artículo de revista Journal of Intelligent Manufacturing, 28 (2), pp. 489–500, 2017. BibTeX @article{saucedo2017detection,
title = {Detection of defective embedded bearings by sound analysis: a machine learning approach},
author = {Mario A Saucedo-Espinosa and Hugo Jair Escalante and Arturo Berrones},
year = {2017},
date = {2017-01-01},
journal = {Journal of Intelligent Manufacturing},
volume = {28},
number = {2},
pages = {489--500},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
Berrones, Arturo; Jiménez, Edgar; 'i, Mar{'i}a Aracelia Alcorta-Garc; Almaguer, F-Javier; ~n, Brenda Pe Parameter inference of general nonlinear dynamical models of gene regulatory networks from small and noisy time series Artículo de revista Neurocomputing, 175 , pp. 555–563, 2016. BibTeX @article{berrones2016parameter,
title = {Parameter inference of general nonlinear dynamical models of gene regulatory networks from small and noisy time series},
author = {Arturo Berrones and Edgar Jiménez and Mar{'i}a Aracelia Alcorta-Garc{'i}a and F-Javier Almaguer and Brenda Pe{~n}a},
year = {2016},
date = {2016-01-01},
journal = {Neurocomputing},
volume = {175},
pages = {555--563},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2014
|
A., Rosa González L; Sanchez, Romeo; Berrones, Arturo Introducing Simulated Annealing in Partial Order Planning Inproceedings Proceedings of the 13th Mexican International Conference on Artificial Intelligence (MICAI 2014), 2014. Resumen | BibTeX @inproceedings{sanchez2014micai,
title = {Introducing Simulated Annealing in Partial Order Planning},
author = {Rosa L. González A. and Romeo Sanchez and Arturo Berrones},
year = {2014},
date = {2014-11-01},
booktitle = {Proceedings of the 13th Mexican International Conference on Artificial Intelligence (MICAI 2014)},
abstract = {One of the most popular algorithms in the field of domain independent planning is POP - partial order planning. POP considers a least commitment strategy to solve planning problems. Such strategy delays commitments during the planning phase until it is absolutely necessary. In consequence, the algorithm provides greater flexibility for solving planning problems, but with a higher cost in performance. POP-based techniques do not consider search states; instead, search nodes represent partial plans. Recent advances in planning on distance based heuristics and reachability analysis have helped POP planners to solve more planning problems than before. Although such heuristic techniques have demonstrated to boost performance for POP algorithms, they still remain behind state space planners. We believe that this is mainly due to the partial order representation of the search nodes in POP. In this article, instead of proposing additional heuristics for POP, we enable POP to consider different areas of its search space. We think that the basic POP algorithm follows a greedy path in the search space suffering from local optima problems, from where it cannot recover. To this extent, we have augmented POP with a simulated annealing procedure, which considers worst solutions with certain probability. The augmented algorithm produces promising results in our empirical evaluation, returning 19% more solutions in the problems being considered.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
One of the most popular algorithms in the field of domain independent planning is POP - partial order planning. POP considers a least commitment strategy to solve planning problems. Such strategy delays commitments during the planning phase until it is absolutely necessary. In consequence, the algorithm provides greater flexibility for solving planning problems, but with a higher cost in performance. POP-based techniques do not consider search states; instead, search nodes represent partial plans. Recent advances in planning on distance based heuristics and reachability analysis have helped POP planners to solve more planning problems than before. Although such heuristic techniques have demonstrated to boost performance for POP algorithms, they still remain behind state space planners. We believe that this is mainly due to the partial order representation of the search nodes in POP. In this article, instead of proposing additional heuristics for POP, we enable POP to consider different areas of its search space. We think that the basic POP algorithm follows a greedy path in the search space suffering from local optima problems, from where it cannot recover. To this extent, we have augmented POP with a simulated annealing procedure, which considers worst solutions with certain probability. The augmented algorithm produces promising results in our empirical evaluation, returning 19% more solutions in the problems being considered. |
Velasco, Jonas ; Saucedo-Espinosa, Mario A; Escalante, Hugo Jair ; Mendoza, Karlo ; Villarreal-Rodríguez, César E; Chacón-Mondragón, Óscar L; Berrones, Arturo Búsqueda aleatoria adaptiva para problemas de optimización global sin restricciones Artículo de revista Computación y Sistemas (CyS), 18 (2), 2014. BibTeX @article{velasco2014busqueda,
title = {Búsqueda aleatoria adaptiva para problemas de optimización global sin restricciones},
author = {Velasco, Jonas and Saucedo-Espinosa, Mario A and Escalante, Hugo Jair and Mendoza, Karlo and Villarreal-Rodríguez, César E and Chacón-Mondragón, Óscar L and Berrones, Arturo},
year = {2014},
date = {2014-01-01},
journal = {Computación y Sistemas (CyS)},
volume = {18},
number = {2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Almaguer, F; Alcalá, Mónica ; Berrones, Arturo ; Chacón-Mondragón, Óscar L; Soto-Regalado, Eduardo ; others, Conceptual model of coalescence and break-up in the presence of external agitation Artículo de revista Physica A: Statistical Mechanics and its Applications, 392 (8), pp. 1725–1732, 2013. BibTeX @article{almaguer2013conceptual,
title = {Conceptual model of coalescence and break-up in the presence of external agitation},
author = {Almaguer, F and Alcalá, Mónica and Berrones, Arturo and Chacón-Mondragón, Óscar L and Soto-Regalado, Eduardo and others},
year = {2013},
date = {2013-01-01},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {392},
number = {8},
pages = {1725--1732},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'Alvarez-Socarr'as, Ada Margarita ; Berrones, Arturo ; Moreno, Guillermo J; Rodr'iguez-Sarasty, Jes'us A; Cabrera-R'ios, Mauricio Practice Summary: Enhancing Forecasting and Capacity Planning Capabilities in a Telecommunications Company Artículo de revista Interfaces, 43 (4), pp. 385–387, 2013. BibTeX @article{alvarez2013practiceb,
title = {Practice Summary: Enhancing Forecasting and Capacity Planning Capabilities in a Telecommunications Company},
author = {'Alvarez-Socarr'as, Ada Margarita and Berrones, Arturo and Moreno, Guillermo J and Rodr'iguez-Sarasty, Jes'us A and Cabrera-R'ios, Mauricio},
year = {2013},
date = {2013-01-01},
journal = {Interfaces},
volume = {43},
number = {4},
pages = {385--387},
publisher = {INFORMS},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2011
|
Velasco, J; Saucedo-Espinosa, M A; Escalante, H J; Mendoza, K; Villarreal, C E; Mondragón, Chacón O L; Rodríguez, A; Berrones, A An estimation of distribution algorithm with adaptive Gibbs sampling for unconstrained global optimization Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2011, (PISIS-2011-11.). Enlaces | BibTeX @techreport{pisisTR-2011-11,
title = {An estimation of distribution algorithm with adaptive Gibbs sampling for unconstrained global optimization},
author = {J. Velasco and M. A. Saucedo-Espinosa and H. J. Escalante and K. Mendoza and C. E. Villarreal and O. L. Chacón Mondragón and A. Rodríguez and A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2011/pisis-2011-11.pdf},
year = {2011},
date = {2011-08-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2011-11.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2010
|
Berrones, Arturo Bayesian inference based on stationary fokker-planck sampling Artículo de revista Neural computation, 22 (6), pp. 1573–1596, 2010. BibTeX @article{berrones2010bayesian,
title = {Bayesian inference based on stationary fokker-planck sampling},
author = {Berrones, Arturo},
year = {2010},
date = {2010-01-01},
journal = {Neural computation},
volume = {22},
number = {6},
pages = {1573--1596},
publisher = {MIT Press},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2009
|
Alcalá, M; Almaguer, J; Berrones, A; Sánchez, R; Soto, E Probabilistic cellular automaton model for flocculation processes in heavy metals wastewater removal Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2009, (PISIS-2009-08.). Enlaces | BibTeX @techreport{pisisTR-2009-09,
title = {Probabilistic cellular automaton model for flocculation processes in heavy metals wastewater removal},
author = {M. Alcalá and J. Almaguer and A. Berrones and R. Sánchez and E. Soto},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2009/pisis-2009-08.pdf},
year = {2009},
date = {2009-12-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2009-08.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Berrones, A Characterization of the convergence of stationary Fokker-Planck learning Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2009, (PISIS-2009-03.). Enlaces | BibTeX @techreport{pisisTR-2009-03,
title = {Characterization of the convergence of stationary Fokker-Planck learning},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2009/pisis-2009-03.pdf},
year = {2009},
date = {2009-06-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2009-03.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Berrones, A Bayesian inference based on stationary Fokker-Planck sampling Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2009, (PISIS-2009-04.). Enlaces | BibTeX @techreport{pisisTR-2009-04,
title = {Bayesian inference based on stationary Fokker-Planck sampling},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2009/pisis-2009-04.pdf},
year = {2009},
date = {2009-06-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2009-04.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Berrones, Arturo Characterization of the convergence of stationary Fokker--Planck learning Artículo de revista Neurocomputing, 72 (16), pp. 3602–3608, 2009. BibTeX @article{berrones2009characterization,
title = {Characterization of the convergence of stationary Fokker--Planck learning},
author = {Berrones, Arturo},
year = {2009},
date = {2009-01-01},
journal = {Neurocomputing},
volume = {72},
number = {16},
pages = {3602--3608},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2008
|
Berrones, Arturo Stationary probability density of stochastic search processes in global optimization Artículo de revista Journal of Statistical Mechanics: Theory and Experiment, 2008 (01), pp. P01013, 2008. BibTeX @article{berrones2008stationary,
title = {Stationary probability density of stochastic search processes in global optimization},
author = {Berrones, Arturo},
year = {2008},
date = {2008-01-01},
journal = {Journal of Statistical Mechanics: Theory and Experiment},
volume = {2008},
number = {01},
pages = {P01013},
publisher = {IOP Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Velasco, Jonás ; Muñiz, Aydeé López ; Berrones, Arturo Learning Probability Densities of Optimization Problems with Constraints and Uncertainty Parte de obra colectiva MICAI 2008: Advances in Artificial Intelligence, pp. 266–272, Springer, 2008. BibTeX @incollection{velasco2008learning,
title = {Learning Probability Densities of Optimization Problems with Constraints and Uncertainty},
author = {Velasco, Jonás and Muñiz, Aydeé López and Berrones, Arturo},
year = {2008},
date = {2008-01-01},
booktitle = {MICAI 2008: Advances in Artificial Intelligence},
pages = {266--272},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Velasco, Jon'as ; Mu~niz, Ayde'e L'opez ; Berrones, Arturo Learning Probability Densities of Optimization Problems with Constraints and Uncertainty Parte de obra colectiva MICAI 2008: Advances in Artificial Intelligence, pp. 266–272, Springer, 2008. BibTeX @incollection{velasco2008learningb,
title = {Learning Probability Densities of Optimization Problems with Constraints and Uncertainty},
author = {Velasco, Jon'as and Mu~niz, Ayde'e L'opez and Berrones, Arturo},
year = {2008},
date = {2008-01-01},
booktitle = {MICAI 2008: Advances in Artificial Intelligence},
pages = {266--272},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2007
|
Berrones, A Stationary probability density of stochastic search processes in global optimization Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2007, (PISIS-2007-06.). Enlaces | BibTeX @techreport{pisisTR-2007-06,
title = {Stationary probability density of stochastic search processes in global optimization},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2007/pisis-2007-06.pdf},
year = {2007},
date = {2007-11-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2007-06.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Álvarez, A M; Berrones, A; Salazar-Aguilar, M A; Herrera, Alvarez C A; Cabrera-Ríos, M Enhancing the forecasting and capacity planning capabilities in a telecommunications company Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2007, (PISIS-2007-03.). Enlaces | BibTeX @techreport{pisisTR-2007-03,
title = {Enhancing the forecasting and capacity planning capabilities in a telecommunications company},
author = {A. M. Álvarez and A. Berrones and M. A. Salazar-Aguilar and C. A. Alvarez Herrera and M. Cabrera-Ríos},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2007/pisis-2007-03.pdf},
year = {2007},
date = {2007-03-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2007-03.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Pe~na, Dexmont ; S'anchez, Ricardo ; Berrones, Arturo Stationary Fokker--Planck learning for the optimization of parameters in nonlinear models Parte de obra colectiva MICAI 2007: Advances in Artificial Intelligence, pp. 94–104, Springer, 2007. BibTeX @incollection{pena2007stationary,
title = {Stationary Fokker--Planck learning for the optimization of parameters in nonlinear models},
author = {Pe~na, Dexmont and S'anchez, Ricardo and Berrones, Arturo},
year = {2007},
date = {2007-01-01},
booktitle = {MICAI 2007: Advances in Artificial Intelligence},
pages = {94--104},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Berrones, Arturo Generating random deviates consistent with the long term behavior of stochastic search processes in global optimization Parte de obra colectiva Computational and Ambient Intelligence, pp. 1–7, Springer, 2007. BibTeX @incollection{berrones2007generating,
title = {Generating random deviates consistent with the long term behavior of stochastic search processes in global optimization},
author = {Berrones, Arturo},
year = {2007},
date = {2007-01-01},
booktitle = {Computational and Ambient Intelligence},
pages = {1--7},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2006
|
Berrones, A Knowledge network approach to noise reduction Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2006, (PISIS-2006-10.). Enlaces | BibTeX @techreport{pisisTR-2006-10,
title = {Knowledge network approach to noise reduction},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2006/pisis-2006-10.pdf},
year = {2006},
date = {2006-09-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2006-10.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Olivares, A; Berrones, A Algoritmo para la estimación de parámetros de paso en caminatas aleatorias con retardo Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2006, (PISIS-2006-07.). Enlaces | BibTeX @techreport{pisisTR-2006-7,
title = {Algoritmo para la estimación de parámetros de paso en caminatas aleatorias con retardo},
author = {A. Olivares and A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2006/pisis-2006-07.pdf},
year = {2006},
date = {2006-06-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2006-07.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Berrones, Arturo Filtering by sparsely connected networks under the presence of strong additive noise Inproceedings Computer Science, 2006. ENC'06. Seventh Mexican International Conference on, pp. 19–26, IEEE 2006. BibTeX @inproceedings{berrones2006filtering,
title = {Filtering by sparsely connected networks under the presence of strong additive noise},
author = {Berrones, Arturo},
year = {2006},
date = {2006-01-01},
booktitle = {Computer Science, 2006. ENC'06. Seventh Mexican International Conference on},
pages = {19--26},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2005
|
Berrones, Arturo Persistence in a simple model for the earth's atmosphere temperature fluctuations Artículo de revista Fluctuation and Noise Letters, 5 (03), pp. L365–L374, 2005. BibTeX @article{berrones2005persistence,
title = {Persistence in a simple model for the earth's atmosphere temperature fluctuations},
author = {Berrones, Arturo},
year = {2005},
date = {2005-01-01},
journal = {Fluctuation and Noise Letters},
volume = {5},
number = {03},
pages = {L365--L374},
publisher = {World Scientific},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2004
|
Berrones, A Persistence in a simple model for earth's atmosphere temperature fluctuations Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2004, (PISIS-2004-02.). Enlaces | BibTeX @techreport{pisisTR-2004-2,
title = {Persistence in a simple model for earth's atmosphere temperature fluctuations},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2004/pisis-2004-02.pdf},
year = {2004},
date = {2004-08-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2004-02.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Berrones, A Long memory effects induced by feedback Informe técnico Graduate Program in Systems Engineering, UANL San Nicolás de los Garza, México, 2004, (PISIS-2004-01.). Enlaces | BibTeX @techreport{pisisTR-2004-1,
title = {Long memory effects induced by feedback},
author = {A. Berrones},
url = {https://googledrive.com/host/0B92aE0wdpf7TdnVHSTJaMWgxYTg/2004/pisis-2004-01.pdf},
year = {2004},
date = {2004-06-01},
address = {San Nicolás de los Garza, México},
institution = {Graduate Program in Systems Engineering, UANL},
note = {PISIS-2004-01.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Bagnoli, Franco ; Berrones, Arturo ; Franci, Fabio De gustibus disputandum (forecasting opinions by knowledge networks) Artículo de revista Physica A: Statistical Mechanics and its Applications, 332 , pp. 509–518, 2004. BibTeX @article{bagnoli2004gustibus,
title = {De gustibus disputandum (forecasting opinions by knowledge networks)},
author = {Bagnoli, Franco and Berrones, Arturo and Franci, Fabio},
year = {2004},
date = {2004-01-01},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {332},
pages = {509--518},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2001
|
Berrones, Arturo ; Larralde, Hern'an Simple model of a random walk with arbitrarily long memory Artículo de revista Physical Review E, 63 (3), pp. 031109, 2001. BibTeX @article{berrones2001simple,
title = {Simple model of a random walk with arbitrarily long memory},
author = {Berrones, Arturo and Larralde, Hern'an},
year = {2001},
date = {2001-01-01},
journal = {Physical Review E},
volume = {63},
number = {3},
pages = {031109},
publisher = {APS},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
arturo.berronessn
uanl.edu.mx