Man

Juan Eduardo Perez Retamales

Profesor Asociado

UNIVERSIDAD DE LOS ANDES DE CHILE

Santiago, Chile

Líneas de Investigación


pricing; optimization; regulation; mathematical modeling; telecommunications

Educación

  •  Systems engineering, UNIVERSIDAD DE CHILE. Chile, 2012
  •  Ingeniero Civil Electricista, UNIVERSIDAD DE CHILE. Chile, 1999
  •  Gestión de operaciones, UNIVERSIDAD DE CHILE. Chile, 2001

Experiencia Académica

  •   Profesor Asociado Full Time

    Universidad de Los Andes

    Ingeniería y ciencias aplicadas

    Santiago, Chile

    2011 - A la fecha

Experiencia Profesional

  •   Director Other

    New-Era consultores

    Santiago, Chile

    2017 - A la fecha

Formación de Capital Humano


25 Undergraduate theses.


Premios y Distinciones

  •   OR in Development Finalist

    The International Federation of Operational Research Societies IFORS

    España, 2014

    The Santiago Fire Department (from here referred to as SFD) lacks a fleet management strategy since their vehicles remain allocated in fixed fire stations, while the presence of seasonal patterns suggests that the frequency of events change according to their geographical distribution. This fact has led to inequitable service in terms of response times among the nine zones of the SFD. In this empirical study we propose a fleet assignment model for the Santiago Fire Department to maximize the number of incidents successfully attended (standard responses). Results suggest that the implementation of the fleet management proposal will lead to an increase in the number of standard responses of between 6% and 20% with respect to the current situation. This increase in performance is especially important since it does not require new vehicles; it just optimizes the existing siting via dynamic reallocation.


 

Article (19)

A maximum entropy optimization model for origin-destination trip matrix estimation with fuzzy entropic parameters
Design of a location and transportation optimization model including quality of service using constrained multinomial logit
Optimal bundle composition in competition for continuous attributes
Telecom traffic pumping analytics via explainable data science
Retail store location and pricing within a competitive environment using constrained multinomial logit
Decision support for fleet allocation and contract renegotiation in contracted open-pit mine blasting operations
Cost-based feature selection for Support Vector Machines - An aplication in credit scoring
Cost-based feature selection for Support Vector Machines=> An application in credit scoring
Cost-based feature selection for SVM classification - An application in credit scoring
Integrated framework for profit-based feature selection and SVM classification in credit scoring
A fleet management model for the Santiago Fire Department
A fleet management model for the Santiago Fire Department
A reconfiguration of fire station and fleet locations for the Santiago Fire Department
Pricing and composition of bundles with constrained multinomial logit
Pricing and composition of bundles with constrained multinomial logit
A Reconfiguration of Fire Station and Fleet Locations for the Santiago Fire Department
Feature Selection for Support Vector Machines via Mixed Integer Linear Programming
Feature selection for Support Vector Machines via Mixed Integer Linear Programming
OPF with SVC and UPFC modeling for longitudinal systems

Proyecto (3)

Improving out-of-time predictive performance in business analytics via robust optimization and profit metrics
Business-Driven Data Mining: Guiding Feature Selection And Svm Classification With Profit Measures And Variable Acquisition Costs
Pricing and bundles composition under competition: Modeling the effects of customers’ willingness to pay via Constrained Multinomial Logit (CMNL) and dynamic decision-making processes
12
Juan Perez

Profesor Asociado

Ingeniería Industrial

UNIVERSIDAD DE LOS ANDES DE CHILE

Santiago, Chile

3
Sebastián Maldonado

Profesor Titular

Departamento Control de Gestión y Sistemas de Información

Universidad de Chile

Santiago, Chile

1
Richard Weber

Professor Titular

Ingeniería Industrial

Universidad de Chile

Santiago, Chile

1
Vladimir Marianov

Full Professor

Electrical Engineering

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Alejandro Cataldo

Académico

Instituto de Ingeniería Matemática y Computacional

Pontificia Universidad Católica de Chile

Santiago, Chile