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Pedro Pablo Pinacho Davidson

Académico

Facultad de Ingeniería/Universidad de Concepción

Concepción, Chile

Desarrollo de algoritmos para problemas de optimización combinatoria. Desarrollo de sistemas de detección de intrusos en redes computacionales. Desarrollo de algoritmos clasificadores bioinspirados

Ingeniero Civil Informático, UNIVERSIDAD DE CONCEPCION. Chile, 2001
Ingeniería Informática, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile, 2011
Ingeniería Informática, Universidad del País Vasco. España, 2017

Docente Part Time

UNIVERSIDAD DE SANTIAGO DE CHILE

Ingeniería

Santiago, Chile

2002 - 2009
DIRECTOR DE ESCUELA Full Time

INSTITUTO PROFESIONAL SANTO TOMÁS

CONCEPCIÓN, Chile

2009 - 2017
PROFESOR ASISTENTE Full Time

UNIVERSIDAD DE CONCEPCION

INGENIERÍA

CONCEPCIÓN, Chile

2018 - A la fecha

Ingeniero de Sistemas Part Time

Univesidad de Santiago de Chile

Santiago, Chile

2002 - 2009
CEO Other

SafetyCorp

Santiago, Chile

2013 - 2013

Award: Methodological contribution Operation Research

SEIO-Fundación BBVA

España, 2021

Award: Methodological contribution Operation Research CONSTRUCT, MERGE, SOLVE & ADAPT: A NEW GENERAL ALGORITHM FOR COMBINATORIAL OPTIMIZATION CHRISTIAN BLUM, PEDRO PINACHO, MANUEL LÓPEZ-IBÁÑEZ, JOSÉ A.LOZANO (https://doi.org/10.1016/j.cor.2015.10.014) This paper presents a new general metaheuristic framework with a clever inclusion of problem reductions (subproblems) and intermediate exact solutions. The results of these subproblems are used to improve the resolution process. This paper illustrates, through the use of interesting test cases, how the metaheuristic can be applied to a wide range of contexts.


Extension of CMSA with a Learning Mechanism: Application to the Far from Most String Problem Pinacho-Davidson, Pedro; Blum, Christian; Pinninghoff, M. Angelica; Contreras, Ricardo Article ISI INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS (2024)
Application of Negative Learning Ant Colony Optimization to the Far from Most String Problem Blum, Christian; Pinacho-Davidson, Pedro; Caceres, LP; Stutzle, T Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2023)
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends Gorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M. Article ISI INFORMATION FUSION (2023)
ISPN 2023: 49th Annual Meeting of the International Society for Pediatric Neurosurgery Chile, 15-19 October 2023 Article ISI CHILDS NERVOUS SYSTEM (2023)
The Influence of Gamification on High School Students' Motivation in Geometry Lessons Fuentes-Riffo, Karina; Salcedo-Lagos, Pedro; Sanhueza-Campos, Cristian; Pinacho-Davidson, Pedro; Friz-Carrillo, Miguel; Kotz-Grabole, Gabriela; Espejo-Burkart, Fabiola Article ISI SUSTAINABILITY (2023)
A Bacteria-Based Metaheuristic as a Tool for Group Formation Ricardo Contreras, A.; Valentina Hernandez, P.; Pinacho-Davidson, Pedro; Angelica Pinninghoff, M. J.; Vicente, JMF; Alvarez-Sanchez, JR; Lopez, FD; Adeli, H Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2022)
A Population-Based Iterated Greedy Algorithm for Maximizing Sensor Network Lifetime Bouamama, Salim; Blum, Christian; Pinacho-Davidson, Pedro Article WOS ISI SENSORS (2022)
An Approach to Emotions Through Lexical Availability Salcedo-Lagos, Pedro; Pinacho-Davidson, Pedro; Angelica Pinninghoff, J. M.; Gabriela Kotz, G.; Ricardo Contreras, A.; Vicente, JMF; Alvarez-Sanchez, JR; Lopez, FD; Adeli, H Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2022)
Bonus computing: towards free-of-charge metacomputing in the public cloud Li, Zheng; Pinacho-Davidson, Pedro; Martinez-Marin, Monserrat; Cabrera-Vives, Guillermo; Chen, Yiqun; Rodriguez, Maria Andrea; Zomaya, Albert Y.; Ranjan, Rajiv Article ISI COMPUTING (2022)
Barrakuda: A Hybrid Evolutionary Algorithm for Minimum Capacitated Dominating Set Problem Pinacho-Davidson, Pedro; Blum, Christian Article ISI MATHEMATICS (2020)
The Weighted Domination Problem=> Integer Linear Programming Models and Metaheuristic Pinacho, Pedro; Blum, Christian; Lozano, José A Article EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2018)
The weighted independent domination problem: Integer linear programming models and metaheuristic approaches Davidson, PP; Blum, C; Lozano, JA Article ISI SCOPUS EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2018)
Construct, Merge, Solve & Adapt A new general algorithm for combinatorial optimization Blum, C; Pinacho, P; Lopez-Ibanez, M; Lozano, JA Article ISI SCOPUS COMPUTERS & OPERATIONS RESEARCH (2016)
An Artificial Bioindicator System for Network Intrusion Detection Blum, C; Lozano, JA; Davidson PP Article ISI SCOPUS Artificial Life (2015)
An Artificial Bioindicator System for Network Intrusion Detection Blum, Christian; Lozano, José A; Pinacho, Pedro Article ARTIFICIAL LIFE (2015)
Mathematical programming strategies for solving the minimum common string partition problem Blum, C; Lozano J.A.; Davidson P. Article ISI SCOPUS EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2015)
A comparative study of craneoplastic techniques in neurosurgical patients Ramos, I. Trujillo; Velez, E. Torche; Carrasco, R. Muñoz; Sanhueza, L. Elso; Alvarez, S. Vigueras; Cuadros, F. Perez; Calderon, A. Farias; Andrade, F. Luna; Cantillano, L.; Velez, M. Torche; Astete, M. Torche; Weber, W. Rivas; Pinto, J.; Vigueras, R.; Rodriguez, M.; Jeldes, G.; Constanzo, F.; Pinacho D., Pedro Article International Journal of Oral and Maxillofacial Surgery (2011)


Hybrid Metaheuristics Blesa, María; Blum, Christian; Gambini, Haroldo; Pinacho-Davidson, Pedro; Godoy, Julio BookWhole (2019)


Chromindex-UdeC, a simple method for calculating karyotypic asymmetry indices from Excel tables generated by the MicroMeasure program Carlos Baeza Perry; Alvaro Guzmán Chacón; Pedro Pinacho-Davidson ComunicacionBreve SCIELO GAYANA BOTANICA (2023)


Application of CMSA to the minimum capacitated dominating set problem Pinacho Davidson, Pedro Pablo; Salim Bouamama; Blum, Christian ConferencePaper SCOPUS TEI 2020 - Proceedings of the 14th International Conference on Tangible, Embedded, and Embodied Interaction (2019)
Route planning for cooperative air-ground robots with fuel constraints: an approach based on CMSA Divansh Arora; Parikshit Maini; Pinacho Davidson, Pedro Pablo; Blum, Christian ConferencePaper SCOPUS TEI 2020 - Proceedings of the 14th International Conference on Tangible, Embedded, and Embodied Interaction (2019)
The Weighted Independent Domination Problem: ILP Model and Algorithmic Approaches Davidson P.P.; Blum C.; Lozano J.A. ConferencePaper ISI SCOPUS BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2017)
Iterative probabilistic tree search for the minimum common string partition problem Blum, C; Lozano J.A.; Pinacho Davidson P. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
An ecological approach to anomaly detection: The EIA model Pinacho, P; Pau I.; Chacon M.; Sánchez S. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)


Desarrollo de una nueva herramienta de optimización combinatorial de propósito general, basada en la metaheurística Construct, Merge, Solve & Adapt (CMSA) CONICYT PCI (REDI170160) Proyecto 2018-2019 Inv. Responsable
Desarrollo de una metaheurística basada en reducción de instancias de problemas de optimización combinatoria Universidad Santo Tomás (113) Proyecto 2017-2018 Inv. Responsable
Componente plug & play para detección óptica de incendios con cámaras IP INNOVA BIOBIO (CORFO) (14.511-EM.CIE) Proyecto 2014-2015 Inv. Responsable
Desarrollo de Algoritmos metaheurísticos para la resolución del problema de Particiones mínimas de cadenas de texto comunes (MCSP). Universidad Santo Tomás (n/d) Proyecto 2014-2015 Inv. Responsable
Formalización y ajuste de parámetros del Modelo de Especies Indicadoras Artificiales (EIA) Universidad Santo Tomás (n/d) Proyecto 2012-2013 Inv. Responsable