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Fernando Ivan Ordonez Pizarro

Professor

UNIVERSIDAD DE CHILE

Santiago, Chile

Líneas de Investigación


Operations Research; Optimization; Mathematical Modeling

Educación

  •  Operations Research, Massachussets Institute of Technology. Estados Unidos, 2002
  •  Mathematical Engineer, UNIVERSIDAD DE CHILE. Chile, 1997
  •  Mathematical Engineering Sciences, UNIVERSIDAD DE CHILE. Chile, 1995

Experiencia Académica

  •   Professor Full Time

    UNIVERSIDAD DE CHILE

    Faculty of Physical and Mathematical Sciences

    Santiago, Chile

    2016 - At present

  •   Associate Professor Full Time

    UNIVERSIDAD DE CHILE

    Faculty of Physical and Mathematical Sciences

    Santiago, Chile

    2009 - 2016

  •   Assistant Professor Full Time

    University of Southern California

    Los Angeles, Estados Unidos

    2002 - 2008

Experiencia Profesional

  •   Research Engineer Full Time

    Endesa

    Santiago, Chile

    1996 - 1997

  •   Research Assistant Full Time

    Pehuenche SA

    Chile

    1995 - 1996

Formación de Capital Humano


Doctoral Students (Completed) Chair or Co-Chair
1. Sebastián Dávila, “Algorithms For Bi-level Optimization in Retail: Pricing, Assortment and Demand Coordination,” Ph.D Engineering Systems, Universidad de Chile. October 2021
2. Carlos Casorrán, "Formulations and Algorithms for General and Security Stackelberg Games," Ph.D Engineering Systems, Universidad de Chile
and Ph.D. in Computer Science Université Libre de Bruxelles. October 2017
2. Victor Bucarey, "Addressing Problem Size in Stackelberg Security Games," Ph.D Engineering Systems, Universidad de Chile. August 2017 (postdoc
at U. Libre de Bruxelles)
3. Pablo Escalona, \Integration of Inventory Control Decisions with Facility Location for Several Demand Classes," Ph.D Engineering Systems, Universidad de Chile. November 2015 (U. Federico Santa María, Industrial Engineering Department).
4. Renaud Chicoisne, "Efficient Algorithms for Risk Averse Optimization," Ph.D Engineering Systems, Universidad de Chile. July 2015 (U. of Colorado-Denver, Math department)
5. Huayu Xu, "Traffic Assignment Models for a Ridesharing Transportation Market," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. June 2014 (Google)
6. Yingtao Ren, "Vehicle Routing and Resource Allocation for Health Care Under Uncertainty," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. April 2011 (Manhattan Associates)
7. Zhihong Shen, "Routing and Inventory Models for Emergency Response to Minimize Unmet Demand," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. May 2008. (Researcher at Microsoft Corporation)
8. Ilgaz Sungur, "The Robust Vehicle Routing Problem," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. June 2007 (Project Manager, Innovative Scheduling)
9. Erim Kardes, "Robust Stochastic Games and Applications to Counter-Terrorism Strategies", Ph.D. Industrial and Systems Engineering, Univesity of Southern California. May 2007 (Assistant Professor Industrial Engineering, Ozyegin University)
10. Wei Ye, "Models and Algorithms for Energy Ecient Wireless Sensor Networks," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. April 2007 (Project Manager/System Engineer at Bravo Tech Inc)
11. Hongzhong Jia, "Models and Solution Approaches for Facility Location of Medical Supplies for Large-scale Emergencies," Ph.D. Industrial and Systems Engineering, Univesity of Southern California. December 2006. (Researcher at Microsoft Corporation)

Master students as advisor (chair)
Master in Operations Management
1. Jose M. Gonzalez Cohens, "Algoritmos Heurísticos para un SaaS de Planificación de Viajes Multidestino," 2024
2. Cristián Lira Camilo, "Efecto de la congestión de tráfico en el desempeño de modelos de predicción de velocidad a corto plazo mediante aprendizaje automático," 2023
3. Nicolás Acevedo Villena, "Column Generation-Based Decomposition For Large-Scale Feature Selection Problems," 2023
4. Cristobal Plubins V., "Asignación de Operativos para un Centro de Distribución Dedicado al Retail con Modelación Matemática," 2023
5. Felipe Sepulveda S., "Política de energización para ataques del sistema de transmisión considerando incertidumbre," 2022
6. Juan P. Cantillana A., "Diseño de heurística de PVRP para repartos en área metropolitana," 2022
7. Sebastián Guerraty, "A global optimization model for the shopper matching problem in a distributed logistics application," 2022
8. Azucena Orellana I., "Modelo de optimización robusto para el diseño de redes bajo condiciones de equilibrio," 2022
9. Ingrid A. Arriagada Fritz, "Benders Decomposition Based Algorithms For General And Security Stackelberg Games," 2021
10. Simón Bahamonde G., "Una nueva heurística de construcción y mejoramiento basada en ahorros para instancias grandes del problema de ruteo de vehículos," 2021
11. Lucas Uribe P., "Belleza y calidad percibida en ruteo de vehículos," 2020
12. Bastián Vejar, "Predicción de velocidad en una autopista urbana utilizando estados de tráfico y modelos de inteligencia artificial," 2020
13. César Velis R., "Modelo de Optimización para Localización de Bases de Samu," 2020
14. Daniel Castro H., "Integración de la Aversión al Riesgo en Juegos de Stackelberg de Seguridad," 2019
15. Hugo Navarrete, "Algoritmos eficientes para juegos de stackelberg con defensores descentralizados," 2018
16. Diego Fuentealba A., "Agendamiento Médico y Distribución Multi-Departamento de Recursos Box para Proyecto Minga en Hospital Exequiel González Cortés," 2018
17. David Hasson Arellano, "Estimación de Velocidades de Tránsito a partir de un sampleo limitado usando Compressed Sensing," 2018
18. Tomas Lagos Gonzalez, "Designing Resilient Power Networks Against Natural Hazards," 2017
19. Karla Rosas C., "Evaluando formulaciones equivalentes de juegos de seguridad de Stackelberg," 2016
20. Adolfo Rocco R., "Metodología Heurística para resolver asignación de turnos en una farmacia y búsqueda de cotas del problema," 2015
21. Felipe Lagos G., "Modelamiento de incertudumbre en los tiempos de viaje," 2014
22. Victor Bucarey L., "Un modelo matemático para el diseño de territorios basado en el Plan Cuadrante de Seguridad Preventiva de Carabineros de Chile," 2014
23. Tomás Spencer B., "A heuristic algorithm for a Stackelberg Security Game on a network," 2013
24. Mauricio Espinoza P., "Un enfoque heurístico para la asignación de la fuerza de ventas y mejoramiento en servicio al cliente de una empresa de venta de productos químicos para limpieza y sanitización," 2013
25. Francisco Muñoz E., "Planificación de Sistemas de Transporte Rápido con Congestión," 2013
26. Álvaro Echeverría Solis, "Evaluación del tiempo de respuesta para el Cuerpo de Bomberos de Santiago: Nuevo modelo de ruteo, validación y métricas de desempeño," 2013
27. Georgi Borquez A., "Formulación de un Modelo de Programación Entera para Asignación de Turnos de Trabajo. Caso: Gendarmería de Chile," 2013
28. Rodrigo López, "Estimacion Debil de la Sensibilidad del Objetivo en Problemas Lineales," 2012
29. Marcelo Jaramillo Q., "Network Revenue Management en Aerolíneas Resuelto a través de Programación Dinámica Robusta," 2012

Master in Public Manamegment and Policy (Magister en Gestión y Políticas Públicas)
César Pérez B., "Estrategia de reducción de tiempos de espera por consulta nueva oftalmológica en lo prado," 2023
Matías Bustamante A., "Análisis de Reincidencia del Programa Volver a Empezar Utilizando Regresión Logística, Random Forest y Xgboost," 2023

Master in Business Engineering
Constanza Romero E., "Rediseño del Proceso de Fijación de Precios mediante una Segmentación de Clientes en Base a su Comportamiento Transaccional en Agrosuper," 2023

Master in Engineering Sciences: Applied Mathematics
Sebastián Bustos, "VRPTW con consideraciones de balanceo de tiempo," 2023

Industrial Engineering, Undergraduate Thesis Advisor
Juan Alvarado Glena, "Herramienta de Visualización de Riesgo de Pacientes Covid-19 en una Zona Urbana," 2022
Matías Martínez Pérez, "Métodos Eficaces de Búsqueda y Corrección de Direcciones de Pacientes Covid-19," 2022
Pablo González Sánchez, "Estimación de Tiempos de Respuesta de Bomberos en la Ciudad de Santiago, a Partir de un Micro Simulador de Tráfico," 2020
Pablo Sarmiento R., "Approximation of the distribution of the sum of correlated random variables," 2019
Juan Jara A., "Modelo de Asignacion de Recursos Policiacos en la Via Publica," 2011


Difusión y Transferencia


I have participated extensively in the following research projects:

1. "Advanced Technology for Cities of the Future" as Research Associate (FONDEF, 2012-2014)
2. "Information and Coordination in Networks" as Research Associate (Nucleo Milenio, P10-024-F, 2012-2016)
3. "Quantitative Methods for Security" as Research Associate (Proyecto Anillo ACT-87, 2010-2012)
4. "Large Scale Bi-level Programs for Security and Network Design" as Principal Investigator (FONDECYT, 2009 – 2012).
5. "Condition Measures and its Connections to Robust Optimization" as Foreign Investigator (FONDECYT, 2005 – 2007).

I have participated in the following academic societies
1. Institute of Industrial Engineers (IIE), (2003 – 2009).
2. Institute for Operations Research and Management Science (INFORMS), (2001 – to date).
3. Mathematical Programming Society (MPS), (2003 – to date).
4. Society for Industrial and Applied Mathematics (SIAM), (2004 – to date).

I have participated as a member of the following editorial and conference committees
1. Associate Editor of ITS Modeling and Analysis, 2nd Annual National Urban Freight Conference (NUF 2007), 2007.
2. Associate Editor of ITS Modeling and Analysis, 4th Annual National Urban Freight Conference (NUF 2011), 2011.
3. Organizer and Chair of “Convex optimization methods,” ICCOPT II, 2007.
4. Local organizing committee, ICCOPT III, 2010.
5. Associate Editor of ITS Modeling and Analysis, for the conference ITSC 2006, 2006.
6. Organizer and Chair of “Planning for and Responding to Biological or Chemical Terrorist Attacks”, INFORMS, 2006.
7. Area Editor of the Journal Computers & Industrial Engineering, 2006- 2015
8. Area Editor of Naval Research Logistics 2021 - present
9. Area Editor of Operations Research 2023- present
10. General Co-chair of 2024 INFORMS-ALIO-ASOCIO International Conference, Medellín Colombia.


Premios y Distinciones

  •   Daniel H. Wagner Prize for Excellence in Operations Research Practice

    INFORMS

    Estados Unidos, 2012

    Best applied operations research paper awarded to "A Deployed Quantal Response Based Patrol Planning System for the US Coast Guard ," by B. An, F. Ordóñez, M. Tambe, E. Shieh, R. Yang, C. Baldwin, J. DiRenzo, B. Maule, G. Meyer.

  •   Rist Prize of the Military Operations Research Society

    INFORMS

    Estados Unidos, 2011

    Best applied operations research paper in military applications awarded to "Software Assistants for Patrol Planning at LAX, Federal Air Marshals Service (FAMS), and Transportation Security Administration (TSA)," by M. Tambe, F. Ordonez, M. Jain, J. Pita, C. Kiekintveld, E. Southers, J. B. Curren.


 

Article (45)

Playing Stackelberg Security Games in perfect formulations
Using Congestion to Improve Short-Term Velocity Forecasting with Machine Learning Models
Algorithms for a risk-averse Stackelberg game with multiple adversaries
An integer L-shaped algorithm for the vehicle routing problem with time windows and stochastic demands
Location and Strategies in Stackelberg Security Games with Risk Aversion
Stationary Strong Stackelberg Equilibrium in Discounted Stochastic Games
Unit Commitment Problem with Energy Storage Under Correlated Renewables Uncertainty
Product line optimization with multiples sites
Service Design to Balance Waiting Time and Infection Risk: An Application for Elections During the COVID-19 Pandemic
From Reliability to Resilience: Planning the Grid Against the Extremes
Identifying Optimal Portfolios of Resilient Network Investments against Natural Hazards, with Applications to Earthquakes
A study of general and security Stackelberg game formulations
Coordinating resources in Stackelberg Security Games
On the effect of inventory policies on distribution network design with several demand classes
Risk averse shortest paths: A computational study
A branch and price algorithm for a Stackelberg Security Game
CONVEX BACKORDERS OF A RATIONING INVENTORY POLICY WITH TWO DIFFERENT DEMAND CLASSES
Critical level rationing in inventory systems with continuously distributed demand
Mixed-integer optimization methods for solving stackelberg security games
Regional transportation and supply chain modeling for large-scale emergencies
A pickup and delivery problem for ridesharing considering congestion
Modeling strategies for effectively routing freight trains through complex networks
A traffic assignment model for a ridesharing transportation market
Complementarity models for traffic equilibrium with ridesharing
Joint location-inventory problem with differentiated service levels using critical level policy
Online Cost-Sharing Mechanism Design for Demand-Responsive Transport Systems
Routing Courier Delivery Services with Urgent Demand
An extended study on multi-objective security games
Security Routing Games with Multivehicle Chinese Postman Problem
A Deployed Quantal Response-Based Patrol Planning System for the U.S. Coast Guard
A robust optimization approach to dispatching technicians under stochastic service times
Allocation algorithms for personal TV advertisements
Improving resource allocation strategies against human adversaries in security games: An extended study
Optimal resource allocation response to a smallpox outbreak
Ridesharing: The state-of-the-art and future directions
Facility Location under Demand Uncertainty: Response to a Large-scale Bioterror Attack
Discounted Robust Stochastic Games and an Application to Queueing Control
Perishable inventory management system with a minimum volume constraint
A delay estimation technique for single and double-track railroads
A Model and Algorithm for the Courier Delivery Problem with Uncertainty
Robust solutions to Stackelberg games: Addressing bounded rationality and limited observations in human cognition
Software Assistants for Randomized Patrol Planning for the LAX Airport Police and the Federal Air Marshal Service
The multi-shift vehicle routing problem with overtime
Wardrop Equilibria with Risk-Averse Users
Optimal information extraction in energy-limited wireless sensor networks

BookWhole (2)

Shape and balance in police districting
Deployed security games for patrol planning

ConferencePaper (4)

Efficient algorithms to match GPS data on a map
Characterizing online cost-sharing mechanisms for demand responsive transport systems
Computing optimal strategy against quantal response in security games
Multi-objective optimization for security games

Proyecto (8)

Decomposition Methods for Conic Optimization Problems: Applications in Data Analytics and Robust Optimization
Addressing Problem Size and Risk in Security Games
Respuesta Automatizada Para Inteligencia en Despachos Online (RAPIDO)
IMPROVED ALGORITHMS FOR STACKELBERG SECURITY GAMES
Tecnología Avanzada para Ciudades del Futuro
Engineering Tomorrow's Transportation Market
Quantitative Methods in Security
LARGE SCALE BILEVEL PROGRAMS FOR SECURITY AND NETWORK DESIGN
51
Fernando Ordonez

Professor

Industrial Engineering

UNIVERSIDAD DE CHILE

Santiago, Chile

4
Vladimir Marianov

Full Professor

Electrical Engineering

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

4
Pablo Escalona

Academico

Industrias

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

4
Víctor Bucarey

Profesor Asistente

Instituto Ciencias de la Ingeniería

Universidad de O'Higgins

Rancagua, Chile

2
Andrés Weintraub

Professor

Industrial Engineering

UNIVERSIDAD DE CHILE

SANTIAGO, Chile

1
Fabio Zamorano

Gestor de Proyectos

Subdirección de Proyectos de Investigación

Agencia Nacional de Investigación y Desarrollo

SANTIAGO, Chile

1
Felipe Lagos

Profesor asistente

Universidad Adolfo Ibánez

Santiago, Chile

1
Sebastián Dávila

Profesor Asistente

Ingeniería Industrial

Universidad de Santiago de Chile

Santiago, Chile

1
Marcelo Olivares

Assistant Professor

Departamento de Ingenieria Industrial

Universidad de Chile

Santiago, Chile

1
Rodrigo Moreno

Assistant Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

1
Daniel Schwartz

Profesor Asociado

Departamento de Ingeniería Industrial

University of Chile

Santiago, Chile

1
Cristián Cortés

ASSOCIATE PROFESSOR

CIVIL ENGINEERING

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Pamela Bustamante

Assistant Professor

Engineering

Universidad de Los Andes

Santiago, Chile