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Marcos Goycoolea Guzmán

Professor

UNIVERSIDAD ADOLFO IBAÑEZ

Santiago, Chile

OPERATIONS RESEARCH; MATHEMATICAL PROGRAMMING; INTEGER PROGRAMMING; NATURAL RESOURCE MANAGEMENT; MINING

Industrial Engineering, GEORGIA INSTITUTE OF TECHNOLOGY. Estados Unidos, 2006
Mathematical Engineer, UNIVERSIDAD DE CHILE. Chile, 2001

Professor Full Time

UNIVERSIDAD ADOLFO IBANEZ

Santiago, Chile

2006 - At present
Research Director Full Time

UNIVERSIDAD ADOLFO IBANEZ

Santiago, Chile

2015 - 2018
Head of Operations and Business Analytics Group Other

UNIVERSIDAD ADOLFO IBANEZ

Santiago, Chile

2020 - At present
Head of Operations Group Other

UNIVERSIDAD ADOLFO IBANEZ

Santiago, Chile

2008 - 2015

Independent Consultant Other

Marcos Goycoolea

Santiago, Chile

2010 - 2019
Founding Partner and Lead Part Time

Alicanto Labs

Santiago, Chile

2019 - At present
Associate Editor Other

Mathematical Programming Computations

Santiago, Chile

2015 - 2018
FONDECYT grant panel member (Engineering 2) Other

CONICYT (previous name of ANID)

Santiago, Chile

2011 - 2015

Supervised Theses

2021 (Jun). [Expected] Abalos, Pablo. Masters in Engineering Sciences. Universidad Adolfo Ibáñez.

2021 (Jun) [Expected]. Lamas, Patricio. PhD in Industrial Engineering and Operations Research. Universidad Adolfo Ibañez.

2021 (Feb). Rivera, Orlando. PhD in Industrial Engineering and Operations Research. Joint degree between Universidad Adolfo Ibañez, Chile and University of Bordeaux, France.

2015 (Mar). Rivera, Orlando. Masters in Engineering Sciences. Universidad Adolfo Ibáñez.

2012 (Jul). Muñoz, Gonzalo. Mathematical Engineering. Universidad de Chile.

2009 (Nov). Gajardo, Alvaro. Industrial Engineering. Universidad Adolfo Ibáñez.

2009 (Sep). Chicoisne, Renaud. Master 2 Recherche, Recherche Operationnelle et Poroductique. POLYTECH Clermont-Ferrand

Marcos works with the mining industry by transfering optimization technologies to help meet strategic planning needs. He was worked with consultancies and mining companies on projects belonging to companies including Barrick Gold, Codelco, Goldcorp, Nevada Gold Mines, Newmont Gold, Teck, Vale and others. The optimization methods he has developed as part of his research have made their way into numerous commercial software packages for mine planning. Recently, together with colleagues, he founded a technology start-up called Alicanto Labs, that develops a full-fledged mine planning optimizer that is globally distributed through Deswik, a world-leading provider of software technologies for mine planning.

Plenary Speaker

INFORMS Optimization Society Meeeting

Estados Unidos, 2018

Large-scale Open Pit Mine Production-Scheduling
First place in CORFO technology transfer competition 2017

CORFO

Chile, 2017

First place in CORFO technology transfer competition for project OPEN MINE PLANNER (with Eduardo Moreno and Orlando Rivera).
Henry Krumb Lecturer 2018

Society of Mining Engineers (SME)

Estados Unidos, 2018

Distinction awarded to eight speakers per year at the Society of Mining Engineers (SME) annual meeting. Each award winner prepares a long-form lecture of their SME presentation. This lecture is advertised throughout the mining engineering community, and the speakers are invited to give it in different schools and institutions.
Forestry Best Paper Award 2013

INFORMS

Estados Unidos, 2013

Awarded by the Energy and Natural Resources Section of the INFORMS Society for the paper “Imposing Connectivity Constraints in Forest Planning Models.”
Forestry Best Paper Award 2005

INFORMS

Estados Unidos, 2005

Awarded by the Energy and Natural Resources Section of the INFORMS Society for the paper “Harvest scheduling subject to maximum area restrictions : exploring exact approaches.”
Henry Krumb Lecturer 2020

Society of Mining Engineers

Estados Unidos, 2020

Distinction awarded to eight speakers per year at the Society of Mining Engineers (SME) annual meeting. Each award winner prepares a long-form lecture of their SME presentation. This lecture is advertised throughout the mining engineering community, and the speakers are invited to give it in different schools and institutions.


Barrick's Turquoise Ridge Gold Mine Optimizes Underground Production Scheduling Operations Brickey, Andrea; Chowdu, Akshay; Newman, Alexandra; Goycoolea, Marcos; Godard, Rafael Article ISI, SCOPUS INFORMS Journal of Applied Analytics (2020)
Lane's Algorithm Revisited Goycoolea, Marcos; Lamas, Patricio; Pagnoncelli, Bernardo K.; Piazza, Adriana Article ISI, SCOPUS MANAGEMENT SCIENCE (2020)
Production scheduling for strategic open pit mine planning: A mixed integer programming approach Rivera, Orlando; Espinoza, Daniel A.; Goycoolea, Marcos; Moreno, Eduardo; Muñoz, Gonzalo Article ISI, SCOPUS OPERATIONS RESEARCH (2020)
The Generalized Reserve Set Covering Problem with Connectivity and Buffer Requirements Álvarez-Miranda E.; Goycoolea M.; Ljubi? I.; Sinnl M. Article SCOPUS European Journal of Operational Research (2019)
A multi-mode resource-constrained project scheduling reformulation for the waterway ship scheduling problem Hill, A., Lalla-Ruiz, E., Voß, S., Goycoolea, M. Article SCOPUS Journal of Scheduling (2018)
A study of the Bienstock-Zuckerberg algorithm: applications in mining and resource constrained project scheduling Muñoz G.; Espinoza D.; Goycoolea M.; Moreno E.; Queyranne M.; Letelier O.R. Article ISI SCOPUS COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (2017)
New integer programming models for tactical and strategic underground production scheduling King B.; Goycoolea M.; Newman A. Article SCOPUS Mining Engineering (2017)
Optimizing the open pit-to-underground mining transition King, Barry; Goycoolea, Marcos.; Newman A. Article ISI SCOPUS EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2017)
Optimizing the open pit-to-underground mining transition King, B; Goycoolea, M; Newman, A. Article EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2017)
The precedence constrained knapsack problem: Separating maximally violated inequalities Espinoza D.; Goycoolea M.; Moreno E. Article ISI SCOPUS Discrete Applied Mathematics (2015)
Open pit mine scheduling under uncertainty: a robust approach Espinoza D.; Goycoolea M.; Moreno E.; Muñoz G.; Queyranne M Article SCOPUS Proceedings from the 36th International Symposium on the Application Of Computers and Operations Research in the Mineral Industry (APCOM) (2013)
Direct optimization of an open cut scheduling policy Goycoolea M.; Moreno E.; Rivera O. Article SCOPUS Proceedings from the 36th International Symposium on the Application Of Computers and Operations Research in the Mineral Industry (APCOM) (2013)
Imposing Connectivity Constraints in Forest Planning Models Carvajal R.; Constantino M; Goycoolea M.; Vielma JP; Weintraub A. Article ISI SCOPUS Operations Research (2013)
MineLib: a library of open pit mining problems Espinoza D.; Goycoolea M.; Moreno E.; Newman A. Article ISI SCOPUS Annals of Operations Research (2013)
A New Algorithm for the Open-Pit Mine Production Scheduling Problem Chicoisne R.; Espinoza D.; Goycoolea M.; Moreno E.; Rubio E. Article ISI SCOPUS Operations Research (2012)
On the exact separation of mixed integer knapsack cuts Fukasawa R; Goycoolea M. Article ISI SCOPUS Mathematical Programming (2011)
A heuristic to generate rank-1 GMI cuts Dash, S.; Goycoolea M. Article Mathematical Programming Computation (2010)
A heuristic to generate rank-1 GMI cuts Dash, S.; Goycoolea, M. Article Mathematical Programming Computations (2010)
Generalized Domino-Parity Inequalities for the Symmetric Traveling Salesman Problem Cook WJ; Espinoza, DG; Goycoolea M. Article ISI SCOPUS Mathematics of Operations Research (2010)
Generalized Domino-Parity Inequalities for the Symmetric Traveling Salesman Problem Cook, WJ; Espinoza, DG; Goycoolea, M Article MATHEMATICS OF OPERATIONS RESEARCH (2010)
Large-scale multi-period precedence constrained knapsack problem: A mining application Moreno E.; Espinoza D.; Goycoolea M. Article SCOPUS ELECTRONIC NOTES IN DISCRETE MATHEMATICS (2010)
Lifting, tilting and fractional programming revisited Espinoza, D; Fukasawa R., Goycoolea Article OPERATIONS RESEARCH LETTERS (2010)
Lifting, tilting and fractional programming revisited Espinoza D.; Fukasawa R; Goycoolea M. Article ISI SCOPUS Operations Research Letters (2010)
Two-Step MIR Inequalities for Mixed Integer Programs Dash, S.; Goycoolea M.; Gunluk, O Article ISI SCOPUS INFORMS Journal on Computing (2010)
Two-Step MIR Inequalities for Mixed Integer Programs Dash S., Goycoolea; M, Gunluk O. Article INFORMS JOURNAL ON COMPUTING (2010)
A scalable approach to optimal block sequencing Amaya J.; Espinoza D.; Goycoolea M.; Moreno E.; Prevost T; Rubio E. Article SCOPUS Proceedings from the 34th International Symposium on the Application Of Computers and Operations Research in the Mineral Industry (APCOM) (2009)
Certification of an optimal TSP tour through 85,900 cities Applegate, DL; Bixby, RE; Chvatal V., Cook W.; Espinoza, DG; Goycoolea, M Article OPERATIONS RESEARCH LETTERS (2009)
Certification of an optimal TSP tour through 85,900 cities Applegate, DL; Bixby, RE; Chvatal, V; Cook W.; Espinoza, DG; Goycoolea M.; Helsgaun, K Article ISI SCOPUS OPERATIONS RESEARCH LETTERS (2009)
Evaluating Approaches for Solving the Area Restriction Model in Harvest Scheduling Goycoolea M.; Murray, A; Vielma JP; Weintraub A. Article ISI SCOPUS FOREST SCIENCE (2009)
Evaluating Approaches for Solving the Area Restriction Model in Harvest Scheduling Goycoolea, M; Murray A., Vielma; JP, Weintraub Article FOREST SCIENCE (2009)
Numerically Safe Gomory Mixed-Integer Cuts Cook W., Dash S.; Fukasawa R., Goycoolea Article INFORMS JOURNAL ON COMPUTING (2009)
Numerically Safe Gomory Mixed-Integer Cuts Cook W.; Dash, S.; Fukasawa R; Goycoolea M. Article ISI SCOPUS INFORMS JOURNAL ON COMPUTING (2009)
Per-seat, on-demand air transportation Part I: Problem description and an integer multicommodity flow model Espinoza D.; García R; Goycoolea M.; Nemhauser, GL; Savelsbergh, MWP Article ISI SCOPUS TRANSPORTATION SCIENCE (2008)
Per-seat, on-demand air transportation Part I=> Problem description and an integer multicommodity flow model Espinoza, D; GARCÍA, R; Goycoolea, M; Nemhauser, GL; Savelsbergh, MWP Article TRANSPORTATION SCIENCE (2008)
Per-seat, on-demand air transportation Part II: Parallel local search Espinoza D.; García R; Goycoolea M.; Nemhauser, GL; Savelsbergh, MWP Article ISI SCOPUS TRANSPORTATION SCIENCE (2008)
Per-seat, on-demand air transportation Part II=> Parallel local search Espinoza, D; GARCÍA, R; Goycoolea, M; Nemhauser, GL; Savelsbergh, MWP Article TRANSPORTATION SCIENCE (2008)
Computing with domino-parity inequalities for the traveling salesman problem (TSP) Cook W.; Espinoza, DG; Goycoolea M. Article ISI SCOPUS INFORMS JOURNAL ON COMPUTING (2007)
Computing with domino-parity inequalities for the traveling salesman problem (TSP) Cook W., Espinoza; DG, Goycoolea Article INFORMS JOURNAL ON COMPUTING (2007)
A study of domino-parity and k-parity constraints for the TSP Cook W.; Espinoza D.; Goycoolea M. Article SCOPUS Proceedings from Integer Programming and Combinatorial Optimization (IPCO) meeting (2005)
Harvest scheduling subject to maximum area restrictions: Exploring exact approaches Goycoolea M.; Murray, AT; BARAHONA, F; EPSTEIN, R; Weintraub A. Article ISI SCOPUS OPERATIONS RESEARCH (2005)
Harvest scheduling subject to maximum area restrictions=> Exploring exact approaches Goycoolea, M; Murray, AT; Barahona F., Epstein R.; Weintraub, A Article OPERATIONS RESEARCH (2005)
Incorporating average and maximum area restrictions in harvest scheduling models Murray, AT; Goycoolea M.; Weintraub A. Article ISI SCOPUS CANADIAN JOURNAL OF FOREST RESEARCH (2004)
Incorporating average and maximum area restrictions in harvest scheduling models Murray, AT; Goycoolea, M; Weintraub, A Article CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE (2004)
A Study of the Domino Parity and k-Parity Constraints for the TSP Cook, W.; Espinoza, D.; Goycoolea, M. Article Proceedings of the 11th Conference on Integer Programming and Combinatorial Optimization (IPCO 2005) (0)
The precedence constrained knapsack problem=> Separating maximally violated inequalities. Espinoza, D.; Goycoolea, M.; Moreno, E. Article Discrete Applied Mathematics (0)


Comparing new and traditional methodologies for production scheduling in open pit mining Goycoolea M.; Espinoza D.; Moreno E.; Rivera O. ConferencePaper SCOPUS Application of Computers and Operations Research in the Mineral Industry - Proceedings of the 37th International Symposium, APCOM 20 (2015)
Linear programming approximations for modeling instant-mixing stockpiles Moreno E.; Ferreira, F; Goycoolea M.; Espinoza D.; Newman A.; Rezakhah, M ConferencePaper SCOPUS Application of Computers and Operations Research in the Mineral Industry - Proceedings of the 37th International Symposium, APCOM 20 (2015)
An adjacency-modeling problem based on constructing harvesting areas EPSTEIN, R; Goycoolea M.; Murray, AT; Weintraub A. ConferencePaper SYSTEMS ANALYSIS IN FOREST RESOURCES, PROCEEDINGS (2003)


Alicanto Scheduler: Optimization in project management for underground mine planning. Moreno, E.; Goycoolea, M.; Loira, N. Proyecto (2019)
Packaging and validation of Alicanto Scheduler, an optimization technology for mine planning Moreno, E.; Goycoolea, M., Loira.N. Proyecto (2019)
Tecnologias de optimizacion en gestion de proyectos para la resolucion de problemas de planificacion minera estrategica. FONDEF (IT16M10006) Proyecto 2017-2018 Inv. Principal
Large scale optimization and uncertainty=> Challenges in strategic mine planning. An interdisciplinary approach. PIA (ACT 1407) Proyecto 2016-2018 Director(a)
Production scheduling=> a mathematical programming approach and applications to natural resource management. FONDECYT (1151098) Proyecto 2015-2018 Director(a)
Proximal cutting planes for mixed integer programming and applications to the traveling salesman problem and mixed integer second order cone programming FONDECYT (1110674) Proyecto 2011-2014 Director(a)
Mathematical Modeling for Industrial and Management Science Applications=> An Interdisciplinary Approach PIA (ACT - 88) Proyecto 2010-2013 Inv. Principal
Methodologies for Mixed Integer Linear Programming Models FONDECYT (11075028) Proyecto 2007-2010 Director(a)
Sistemas complejos, computación evolutiva y aplicaciones a la planificación minera FONDEF (D06I1031) Proyecto 2007-2010 Inv. Principal