| Métodos Cuantitativos
para la Decisión / Quantitative Decision Methods (1st MII, 1st
MIT, year 2017-18) |
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News:
The current table reflects in a realistic
way the course development during the several sessions.
It allows the student to know in advance what is going
to happen in each session in order to prepare the
subject and to organize its work adequately.
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Date
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Theory
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Readings
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Exercises / Problems
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Practice
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Sep 5, 17
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Extract
of the MII/MIT syllabus.
Hand out of this web page for slides.
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A
New View of Analytics and Operations Research |
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Sep 5, 17
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DISCRETE
EVENT SIMULATION MODELING
Components and Processes. Modeling by Simulation
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Th. Geijtenbeek, M. van der Panne, F. van der Stappen,
F. van der Helm Optimizing
Muscle Routing and Control for Diverse Morphologies
2015
Simulation Software Survey. OR/MS Today
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J. Banks and R.R. Gibson The
ABCs of Simulation Practice Analytics Magazine
16-21 Spring 2009 |
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Sep 8, 17
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Simulation languages
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Sep 8, 17
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Arena |
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Sep 12, 17
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Arena
Arena
Industry Solutions
Rockwell
Arena simulation 3D - manufacture
Rockwell
Arena simulation 3D - Bike manufacturer
Arena
Simulation of Cobequid Blood Clinic
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Sep 12, 17
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Problem
set
Simulation
Questions Class
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Sep 15, 17
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Practice SIM. Preview |
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Sep 15, 17
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Practice SIM. Computer
lab |
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Sep 19, 17
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SIMULATION
OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 19, 17
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Infinite-Horizon Analysis.
Comparison of System Designs
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Sep 22, 17
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QUEUEING
THEORY
Poisson processes
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C. Moler The
world's largest matrix computation Matlab News
& Notes Oct 2002 |
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Sep 22, 17
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Queueing models |
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Sep 26, 17
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Case study development |
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Sep 26, 17
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Case study development |
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Sep 29, 17
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Practice OUT. Preview |
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Sep 29, 17
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Problem set Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Oct 3, 17
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Practice OUT. Computer
lab |
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Oct 3, 17
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Practice OUT. Computer
lab |
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Oct 6, 17
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Queueing models |
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Oct 6, 17
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Problem set
Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Case
study report.
Hand in of simulation case study. |
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Oct 10, 17
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El
Arte de Presentar
A very funny example
Kate
Hartman: el arte de la indumentaria de comunicación
Presentation
of simulation case study.
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Oct 10, 17
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Presentation of simulation
case study. |
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Oct 13, 17
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Presentation of simulation
case study. |
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Oct 13, 17
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Problem set
Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Oct 17, 17
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MULTIVARIATE
DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn
MATLAB Basics
2015
Statistical Software Survey. OR/MS Today
¿Sabes
lo que pasa cuando das a 'sí, acepto'
en una app? La master class de Chema Alonso
Taking
your print. Spectrum IEEE. Aug 2014
Comprar
en la era de Big Data. El País. 13-sep-2014
Th.H. Davenport and D.J. Patil Data
Scientist: The Sexiest Job of the 21st Century
Harvard Business Review Oct 2012
M. Asay Why
Data Scientists Get Paid So Much ReadWrite July
2014
D. Peña Big
Data and Statistics: Trend or Change? Boletín
de Estadística e Investigación Operativa 30 (3): 313-324,
Nov 2014
C. Maté Big
data. Un nuevo paradigma de análisis de datos Anales de Mecánica y Electricidad
XCI(VI): 10-16 Dic 2014
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Oct 17, 17
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Analysis of Variance |
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Oct 20, 17
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Analysis of Variance |
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Oct 20, 17
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Principal Component Analysis |
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Oct 24, 17
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Principal Component Analysis |
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Oct 24, 17
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Problem
set |
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Oct 24, 17
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MID-TERM
EXAM 2016
MID-TERM
EXAM 2015
MID-TERM
EXAM 2014
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Oct 27, 17
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CLUSTERING
AND CLASSIFICATION
Hierarchical Clustering. k-means.
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H. Fry The
mathematics of love April 2014
L. Li, S. Das, R.J. Hansman, R. Palacios, A.N. Srivastava
Analysis
of flight data using clustering techniques for detecting
abnormal operations Journal of Aerospace Information
Systems. 12 (9), 587-598, Sept 2015.
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ClustEval.
Integrative Clustering Evaluation Framework |
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Oct 27, 17
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Classification Trees |
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E.F. Sánchez Úbeda, A. Muñoz, J. Villar Minería
y visualización de datos del mercado eléctrico español
Inteligencia Artificial, Revista Iberoamericana de Inteligencia
Artificial. No. 29 (2006), pp. 79-88.
J. Peco, E.F. Sánchez-Úbeda, and T. Gómez
Enhancing Optimal Transmission or Subtransmission
Planning by using Decision Trees IEEE Budapest
Power Tech, Budapest, Hungary, August 1999
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Nov 3, 17
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Problem
set |
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Nov 3, 17
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Practice MUL and CLUS.
Preview |
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Nov 7, 17
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Practice MUL and CLUS.
Computer lab |
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Nov 7, 17
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Practice MUL and CLUS.
Computer lab |
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Nov 10, 17
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REGRESSION
Linear Regression
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Nov 10, 17
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Additive Models |
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Nov 14, 17
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Neural Networks |
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S. DeLand and A Filion Data-Driven
Insights with MATLAB Analytics: An Energy Load Forecasting
Case Study MathWorks News & Notes Oct 2015
F. Lopez-Iturriaga and I. Pastor Bankruptcy
visualization and prediction using neural networks:
A study of U.S. commercial banks Expert Systems
with Applications 42 (6), 2857-2869 April 2015
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Problem
set
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Nov 14, 17
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Multilayer Perceptron |
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Nov 17, 17
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Practice REG. Preview |
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Nov 17, 17
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TIME
SERIES FORECASTING |
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2016
Forecasting Software Survey. OR/MS Today
L. Hernandez et al. A Survey on Electric Power Demand Forecasting:Future Trends in Smart Grids, Microgrids and Smart Buildings
IEEE Communications Surveys & Tutorials, 16 (3), 2014 |
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Nov 21, 17
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Case study development |
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Nov 21, 17
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Case study development |
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Nov 24, 17
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Decomposition Methods.
Exponential Smoothing |
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Nov 24, 17
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ARIMA. Example |
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Nov 28, 17
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Practice REG. Computer
lab |
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Nov 28, 17
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Practice REG. Computer
lab |
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Dec 1, 17
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Presentation of data analysis
case study. |
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Dec 1, 17
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Presentation of data analysis
case study. |
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Dec 5, 17
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Presentation of data analysis
case study. |
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Dec 5, 17
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Presentation of data analysis
case study. |
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Dec xx, 17
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FINAL EXAM 2016
FINAL
EXAM 2015
FINAL
EXAM 2014
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Jun xx, 18
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EXAM |
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Instituto
de Investigación Tecnológica 
