| Métodos Cuantitativos
para la Decisión / Quantitative Decision Methods (1st MII, 1st
MIT, year 2016-17) |
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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 1, 16
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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 2, 16
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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
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 5, 16
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Simulation languages
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Sep 5, 16
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Arena |
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Sep 8, 16
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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 9, 16
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Lab SIM. Preview |
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Sep 12, 16
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Problem
set
Simulation
Questions Class
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Sep 12, 16
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Lab SIM. Computer
lab |
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Sep 15, 16
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SIMULATION
OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 16, 16
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Infinite-Horizon Analysis.
Comparison of System Designs
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Sep 19, 16
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Case study development |
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Sep 19, 16
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Case study development |
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Sep 22, 16
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Lab OUT. Preview |
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Sep 23, 16
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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 26, 16
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Lab OUT. Computer
lab |
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Sep 26, 16
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Lab OUT. Computer
lab |
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Sep 29, 16
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Queueing models |
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Sep 30, 16
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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, 16
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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 3, 16
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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 6, 16
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Presentation of simulation
case study. |
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Oct 7, 16
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Presentation of simulation
case study. |
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Oct 10, 16
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Presentation of simulation
case study. |
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Oct 10, 16
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MULTIVARIATE
DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn
MATLAB Basics
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 13, 16
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Analysis of Variance |
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Oct 14, 16
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Principal Component Analysis |
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Oct 17, 16
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Principal Component Analysis |
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Oct 17, 16
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Problem
set |
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Oct 20, 16
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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 21, 16
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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, 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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Oct 24, 16
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MID-TERM
EXAM 2016
MID-TERM
EXAM 2015
MID-TERM
EXAM 2014
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Oct 24, 16
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Exam
Review
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Oct 26, 16
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Problem
set |
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Oct 28, 16
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Lab MUL and CLUS.
Preview |
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Oct 31, 16
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Lab MUL and CLUS.
Computer lab |
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Oct 31, 16
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Lab MUL and CLUS.
Computer lab |
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Nov 4, 16
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REGRESSION
Linear Regression
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Nov 7, 16
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Additive Models |
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Nov 7, 16
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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 10, 16
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Multilayer Perceptron |
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Nov 14, 16
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Case study development |
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Nov 14, 16
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Case study development |
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Nov 17, 16
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Lab REG. Preview |
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Nov 18, 16
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TIME
SERIES FORECASTING |
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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, 16
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Lab REG. Computer
lab |
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Nov 21, 16
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Lab REG. Computer
lab |
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Nov 24, 16
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Decomposition Methods |
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Nov 25, 16
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Exponential Smoothing |
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Nov 28, 16
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ARIMA. Example |
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Nov 28, 16
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ARIMA. Example |
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Case
study report.
Hand in of data analysis case study. |
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Dic 1, 16
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Presentation
of data analysis case study. |
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Dic 2, 16
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Presentation of data analysis
case study. |
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Dec 5, 16
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Presentation of data analysis
case study. |
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Dec 5, 16
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Presentation of data analysis
case study. |
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Dec 7, 16
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FINAL EXAM 2016
FINAL
EXAM 2015
FINAL
EXAM 2014
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Jun 15, 17
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EXAM |
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Instituto
de Investigación Tecnológica 
