Gonzalo Ignacio Muñoz Martínez
Assistant Professor
Universidad de Chile
Santiago, Chile
Operations research, mixed-integer programming, non-linear optimization, polynomial optimization, mining operations scheduling, power systems operations
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Industrial Engineering and Operations Research, COLUMBIA UNIVERSITY. Estados Unidos, 2017
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Mathematical Engineering, UNIVERSIDAD DE CHILE. Chile, 2012
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Industrial Engineering and Operations Research, COLUMBIA UNIVERSITY. Estados Unidos, 2013
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Research Assistant Part Time
UNIVERSIDAD ADOLFO IBANEZ
Ingeniería y Ciencias
Santiago, Chile
2009 - 2009
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Research Assistant Part Time
UNIVERSIDAD ADOLFO IBANEZ
Ingeniería y Ciencias
Santiago, Chile
2010 - 2012
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Post-doctoral Researcher Full Time
ECOLE POLYTECHNIQUE DE MONTREAL
Montréal, Canada
2017 - 2019
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Assistant Professor Full Time
Universidad de O'Higgins
Instituto de Ciencias de la Ingeniería
Rancagua, Chile
2019 - 2024
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Assistant Professor Full Time
UNIVERSIDAD DE CHILE
Santiago, Chile
2024 - At present
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Research Scientist Intern Full Time
Amazon.com
Seattle, Estados Unidos
2016 - 2016
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Intern Full Time
Invertec Natural Juice
Rengo, Chile
2008 - 2008
Undergraduate thesis direction:
- Diego Valdés, Computational Engineering, Universidad de O'Higgins. Graduation year: 2023
- Orlando Cavieres, Computational Engineering, Universidad de O'Higgins. Graduation year: 2023
Masters thesis direction:
- Fabián Badilla, Engineering Sciences, Universidad de Chile. Graduation year: 2023
- Pablo Carrasco, Engineering Sciences, Universidad de O'Higgins. Graduation year: 2024
- Sohpia Calderón, Engineering Sciences, Universidad de O'Higgins. Graduation year: 2024
2018:
Selected talk in "Combinatorial Optimization Workshop 2018" 08/01/18 - 12/01/18 (Aussois, France)
Invited talk at "Informs Optimization Society" Meeting 23/03/18 - 25/03/18 (Denver, USA)
Invited talk at "Discrete Optimization" workshop 24/04/18 - 26/04/18 (Tel-Aviv, Israel)
Invited talk at COSMO Lab Seminar, McGill University 16/05/18 (Montréal, Canada)
Invited talk at "23rd International Symposium on Mathematical Programming" 01/07/18 - 06/07/18 (Bordeaux, France)
Invited talk at "Discrete Optimization and Machine Learning" workshop 22/07/18 - 26/07/18 (Tokyo, Japan)
Invited talk at INFORMS Annual Meeting 4/11/18 - 7/11/18 (Phoenix, USA)
2019:
Selected talk in "Combinatorial Optimization Workshop 2019" 07/01/19 - 11/01/19 (Aussois, France)
Invited tutorial "Discrete Optimization in Operations Research" for MILA (Montreal Institute for Learning Algorithms) 06/02/19 (Montréal, Québec, Canada)
Academic visit and invited talk for Zuse Institute Berlin 17/02/19 - 06/03/19 (Berlín, Germany)
Selected talk at "International Conference on Integer Programming Combinatorial Optimization 2019" 22/05/19 - 24/05/19 (University of Michigan, Ann Arbor, Michigan, USA)
Invited talk at "Machine Learning in Science and Engineering Conference 2019" 10/06/19 - 12/06/19 (Georgia Tech, Atlanta, Georgia, USA)
Invited talk at "Mixed-Integer Programming Workshop 2019" 15/07/19 - 18/07/19 (MIT, Boston, Massachusetts, USA)
Co-organizer of "1st Discrete optimization day", Universidad de O'Higgins 23/09/19 (Rancagua, Chile)
Invited talk at INFORMS Annual Meeting 20/10/19 - 23/10/19 (Seattle, USA)
2020:
Selected talk in "Combinatorial Optimization Workshop 2020" 06/01/20 - 10/01/20 (Aussois, Francia)
Academic visit and invited talk for Zuse Institute Berlin 26/02/20 - 11/03/20 (Berlín, Germany)
Selected talk at "International Conference on Integer Programming Combinatorial Optimization 2020" 08/06/20 - 10/06/20 (Online)
Invited talk at "Algorithms, Graph, and Combinatorial Optimization" Seminar, University of Chile. 29/07/20 (Online)
Invited talk at "Coloquio Javierano de Matemáticas", Pontificia Universidad Javeriana, Colombia. 31/07/20 (Online)
Invited talk for Indutrial Engineering Department Seminar, Universidad Adolfo Ibáñez, Chile. 30/09/20 (Online)
Invited talk for Mathematics Department Seminar, Universidad Técnica Federico Santa María, Chile. 01/10/20 (Online)
2021:
Plenary talk in Imperial College London MINLP Virtual Workshop 2021, 28/06/21 - 29/06/21, UK (Online)
Invited talk at KTH Royal Institute of Technology Seminar, 22/10/21, Sweden (Online)
Invited talk at 2021 INFORMS Annual Meeting, 24/10/21 - 27/10/21, USA (Online)
Invited talk at Workshop in Optimization and Algorithms, 20/12/21 - 22/12/21, Chile
Invited talk at "Cutting plane workshop," 20/08/21, EEUU (Online)
2022:
Invited talk at Mixed-Integer Programming Workshop 2022, 23/05/22 - 26/05/22, USA
Invited talk at CAIMS/SCMAI 2022, 13/06/22, Canada (Online)
Invited talk at Workshop on Data Science for Real-Time Decision Making, 16/08/22, Canada
Invited talk at Workshop in Optimization and Algorithms, 19/12/22 - 21/12/22, Chile
2023:
Invited talk at ICERM Workshop on Linear and Non-Linear Mixed Integer Optimization. 27/02/23 - 03/03/23, USA
Invited talk at IFORS 2023, 10/07/23 - 14/07/23, Chile
Selected talk at "International Conference on Integer Programming Combinatorial Optimization 2023" 21/06/23 - 23/06/23, USA
Invited talk at Industrial Engineering Department, Universidad de Chile, 16/05/23
Invited talk at AGCO Seminar, Universidad de Chile, 11/10/23
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Best Poster Award
Mixed Integer Programming Workshop
Estados Unidos, 2017
“Best Poster” Award of the Mixed Integer Programming Workshop with poster “Outer-Product-Free Sets for Polynomial Optimization and Oracle-Based Cuts”
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Best Poster Award
Mixed Integer Programming Workshop
Estados Unidos, 2015
“Best Poster” Award of the Mixed Integer Programming Workshop with poster “On Optimization Problems with bounded Tree-width”
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IOS “Student Paper” Prize
INFORMS Optimization Society
Estados Unidos, 2016
INFORMS Optimization Society “Student Paper Prize” with paper “LP formulations for Mixed-Integer Polynomial Optimization Problems”
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Best Paper in Sponsored Sessions Award
INFORMS
Estados Unidos, 2011
“Best Paper in Sponsored Sessions” Award of the Mining Section at the INFORMS 2011 National Meeting
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IVADO Postdoctoral Fellowship
ECOLE POLYTECHNIQUE DE MONTREAL
Canada, 2017
Post-doctoral fellowship awarded by the Institute for Data Valorization (IVADO), founded by Université de Montréal, HEC Montréal and Polytechnique Montréal. The assigned funds were 300.000 CAD and corresponded to 95.000 CAD yearly in salary, and 55.000 CAD for equipment and mobility.
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IOS "Young Researchers" Prize
INFORMS Optimization Society
Estados Unidos, 2023
INFORMS Optimization Society “Young Researchers” with paper “Maximal Quadratic-free Sets”
Strong and efficient approximations in quadratically constrained optimization |
EXTENDED FORMULATIONS AND COMPUTATIONAL TECHNIQUES FOR POLYNOMIAL OPTIMIZATION |
PROXIMAL CUTTING PLANES FOR MIXED INTEGER PROGRAMMING AND APPLICATIONS TO THE TRAVELING SALESMAN PROBLEM AND MIXED INTEGER SECOND ORDER CONE PROGRAMMING |
PROXIMAL CUTTING PLANES FOR MIXED INTEGER PROGRAMMING AND APPLICATIONS TO THE TRAVELING SALESMAN PROBLEM AND MIXED INTEGER SECOND ORDER CONE PROGRAMMING |
METHODOLOGIES FOR MIXED INTEGER LINEAR PROGRAMMING MODELS. |