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 - At present

Experiencia Profesional

  •   Director Other

    New-Era consultores

    Santiago, Chile

    2017 - At present

Formación de Capital Humano


150+ 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 (10)

A maximum entropy optimization model for origin-destination trip matrix estimation with fuzzy entropic parameters
Competitive Pricing for Multiple Market Segments Considering Consumers' Willingness to Pay
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
Cost-based feature selection for Support Vector Machines - An aplication in credit scoring
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
Feature selection for Support Vector Machines via Mixed Integer Linear Programming

Proyecto (4)

UNDERSTANDING BUSINESS DYNAMICS THROUGH ANALYTICS: Theory and applications in churn prevention and credit assignment
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
1
Richard Weber

Professor Titular

Ingeniería Industrial

Universidad de Chile

Santiago, Chile

1
Cristián Cortés

ASSOCIATE PROFESSOR

CIVIL ENGINEERING

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Vladimir Marianov

Full Professor

Electrical Engineering

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

3
Sebastián Maldonado

Profesor Titular

Departamento Control de Gestión y Sistemas de Información

Universidad de Chile

Santiago, Chile

15
Juan Perez

Profesor Asociado

Ingeniería Industrial

UNIVERSIDAD DE LOS ANDES DE CHILE

Santiago, Chile

1
Alejandro Cataldo

Académico

Instituto de Ingeniería Matemática y Computacional

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Andrés García

Coordinador de Ingeniería Civil Industrial

Facultad de Ingeniería y Ciencias Aplicadas

Universidad de Los Andes

Santiago, Chile

1
Jorge Urrutia

Investigador Postdoctoral

Economía

Universidad Católica del Norte

Antofagasta, Chile

6
Héctor López

Profesor Asistente

Universidad de Los Andes

Santiago de Chile, Chile

1
Claudio Telha

Profesor Asistente

Ingeniería Industrial

Universidad de Los Andes

Santiago, Chile

1
Kenneth Page

Management Consultant

Strategy

Accenture

Santiago, Chile