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Gestión de Operaciones / Operations Management (4th IEM, year 2013-14)

News:

 


Operations Research (the science of better):
Discipline that applies advanced analytical methods to take decisions to improve operations of a company.

, Operational Research: The Science of Better, Promote O.R. and become an O.R. champion, What is Operational Research?, The Executive Guide to Operational Research, Operational Research and EURO

L. Escudero y M.A. López SEIO y la historia de la IO en España Boletín de Estadística e Investigación Operativa Vol. 28, No. 1, Febrero 2012, pp. 24-55

Life itself is a matter of OR

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.


Date
 
Theory
 
Readings
 
Problems
 
Practice

Sep 4, 13

  Extract of the syllabus. Additional bibliography.
Hand out of class notes and web page for slides.
Survey (motivation, expectations, difficulty, etc.)
 

J.R. Alonso Una Universidad nueva El País 12/01/2009

M. Bolaños Confidencias de un headhunter Anales de Mecánica y Electricidad (LXXXII) II: 38-40 Mar-Abr 2005

M.S. Sodhi What Industry Wants From O.R. Grads OR/MS Today Aug 2005

     

 


Sep 4, 13
 

LECTURE NOTES about Optimization mathematical modeling.

INTRODUCTION TO OPTIMIZATION AND MODELING. OR definition. Historical introduction.
Optimization definition. Classification of optimization methods. Model and modeling. Steps in developing a model.

 

L. Escudero y M.A. López SEIO y la historia de la IO en España Boletín de Estadística e Investigación Operativa Vol. 28, No. 1, Febrero 2012, pp. 24-55

Operations Research Time Line

Decision Support Systems for the Energy Sector (SADSE)

J. Toczek The PuzzlOR

A. Ramos Some IIT Operations Research Models for Electricity Markets XIV Latin Ibero-American Congress on Operations Research (CLAIO 2008) Cartagena de Indias, Colombia September 2008 (Presentation) Sesión semiplenaria

M. Alvar, A. Arranz, A. Ramos, A. Sánchez, J. Villar Parking place demand and offer assignment IIT-09-019A

A. Ramos, M.T. Peña, A. Fernández, P. Cucala Mathematical programming approach to underground timetabling problem for maximizing time synchronization Revista de Dirección, Organización y Administración de Empresas CEPADE 35: 88-95 Junio 2008

S. Cerisola, A. Baillo, J.M. Fernandez-Lopez, A. Ramos, R. Gollmer Stochastic Power Generation Unit Commitment in Electricity Markets: A Novel Formulation and A Comparison of Solution Methods Operations Research 57 (1): 32-46 Jan-Feb 2009

S. Lumbreras and A. Ramos Optimal Design of the Electrical Layout of an Offshore Wind Farm: a Comprehensive and Efficient Approach Applying Decomposition Strategies IEEE Transactions on Power Systems (accepted)

P. Sánchez-Martín, A. Ramos, J.F. Alonso Probabilistic mid-term transmission planning in a liberalized market IEEE Transactions on Power Systems 20 (4): 2135-2142 Nov 2005

ROADEF/EURO Challenge 2010: A large-scale energy management problem with varied constraintss

J.K. Delson and S.M. Shahidehpour Linear Programming Applications to Power System Economics, Planning and Operations IEEE Transactions on Power Systems (7) 3: 1155-1163 Aug 1992

A. Meric and M.E. Ceyhan Operations Research Applications in Electronic Commerce: a Literature Review

J. Board, Ch. Sutcliffe and W.T. Ziemba Applying Operations Research Techniques to Financial Markets Interfaces Vol 33. No. 2 pp. 12-24 Mar-Apr 2003

C. Barnhart, P. Belobaba, A.R. Odoni Applications of Operations Research in the Air Transport Industry Transportation Science Vol 37. No. 4 pp. 368-391 Nov 2003

H.E. Romeijn et al. A New Linear Programming Approach to Radiation Therapy Treatment Planning Problems Operations Research (54) 2: 201-216 Mar-Apr 2006

   Diet problem.    

Sep 6, 13
 

MODELING WITH LINEAR PROGRAMMING. Transportation problem. Transhipment problem.

  Th.A. Grossman The Spreadsheet Analytic Value Chain OR/MS Today Aug 2006        

Sep 6, 13
  Task assignment problem.            

Sep 11, 13
  MODELING WITH INTEGER LINEAR PROGRAMMING. Knapsack problem. Set covering problem. Packing problem. Partition problem. Travelling salesman problem (TSP). Fixed cost problem.   TSP Art   Task Sequencing on a Machine.
Modeling Problems # 1
   

Sep 11, 13
  Disjunctive constraints. Satisfy k of N equations. Selection among N values. Simple implications. Equivalences among logical propositions. Complex logical propositions.       Selecting a basketball team.    

Sep 13, 13
          Production of three products. Charter Flights.    

Sep 13,13
          Bakery. Job shop.
  Complementary optimization cases

Sep 18, 13
          Paper roll cut. Car renting.
 

 


Sep 18, 13
         
 

Team formation.
Assignment of optimization practices with GAMS.

GAMS Development; Optimization: Decision Support Systems for the Energy Sector (SADSE); OR/MS-today Advertisement, August 2009

Algebraic modeling languages.
Transportation problem: mathematical formulation and coding in GAMS.

Execution and analysis of the results.

Look and Feel of StarGen and StarNet Lite Models


Sep 20, 13
          Swimming pools. connecting two pipelines.    

Sep 20, 13
          Sequencing tasks in two machines. Exams.
   

Sep 25, 13
          Data Base. Christmas dinner.    

Sep 25, 13
          Solution Problem Set # 1    

Sep 27, 13
             

Practical session with GAMS.

NEOS Server for Optimization


Sep 27, 13
             

Practical session with GAMS.


Oct 2, 13
  MULTICRITERIA DECISION MAKING.
Multicriteria decision analysis. Pareto efficiency. Weighted-Sum Method. Epsilon-Constraint Method. Goal Attainment Method.
         

Oct 2, 13
        Multicriteria decision making problems.    

Oct 4, 13
 

SHORT EXAM year 2013-14 C, A, B
SHORT EXAM year 2012-13
MIDTERM EXAM year 2011-12
MIDTERM EXAM year 2010-11
MIDTERM EXAM year 2009-10
MIDTERM EXAM year 2008-09
MIDTERM EXAM year 2007-08

           

Oct 4, 13
  LECTURE NOTES about Linear Optimization.

LINEAR PROGRAMMING.

 

Mathematical Programming Glossary

Linear and Discrete Optimization course from EPFL at coursera.org

 

 

 

 


Oct 11, 13
  Hypothesis. Geometry. Properties. Simplex algorithm. Graphical solution. Standard form. Algebraic solution.  

George B. Dantzig, the father of linear programming

R. Elwes The algorithm that runs the world New Scientist (2877) Aug 2012

R.W. Cottle George B. Dantzig: A Legendary Life in Mathematical Programming Mathematical Programming (105) 1: 1-8 Jan 2006

R.W. Cottle George B. Dantzig: Operations Research Icon Operations Research (53) 6: 892-898 Nov-Dec 2005

J.C. Nash The (Dantzig) Simplex Method for Linear Programming Computing in Science & Engineering (2) 1: 29-31 Jan-Feb 2000

R.E. Bixby Solving Real-World Linear Programs: a Decade and More of Progress Operations Research (50) 1: 3-15 Jan-Feb 2002

  LP Problems 1, 2, 3, 4, 8, 9, 22, 24  

Un español resuelve un problema matemático de hace medio siglo el Mundo 27/05/2010

iMetro: Subway best route calculator


Oct 11, 13
  Multiple optima.          

 


Oct 16, 13
  Degeneration. Characterizing the solutions.          

 


Oct 16, 13
  Tabular form.            

Oct 16, 13
  Tabular form.            

Oct 16, 13
  Obtaining an initial basic feasible solution: two phase method.
          Javascript SimpleX
PHPSimplex
WinQSB, Version 1.0

Oct 18, 13
  DUALITY. Dual problem. Fundamental properties of duality. Economical interpretation.      
 

 


Oct 18, 13
  Graphical interpretation of dual variables and of reduced costs.      
 

 


Oct 23, 13
  SENSITIVITY ANALYSIS. Changes in constraint bounds. Change in a coefficient of a non basic variable.      
 

 


Oct 23, 13
  Introduction of a new variable.      
 

 


Oct 25, 13
  Change in a coefficient of a basic variable.      
 

 


Oct 25, 13
  Introduction of a new constraint.        

Practical case report.
Hand in of optimization practical cases with GAMS.

Comments about the modeling difficulties and GAMS practical case and spent time.


Oct 30, 13
  Dual simplex method.        

Oct 30, 13
          Solution LP Problems 1, 2, 3, 4, 8, 9, 22, 24)  

Nov 6, 13
 

LECTURE NOTES about Mixed integer linear programming.

INTEGER LINEAR PROGRAMMING. Example case. Branch and bound method.

  R.E. Gomory Early Integer Programming Operations Research (50) 1: 78-81 Jan-Feb 2002  

 

 

 


Nov 6, 13
         

MIP Problem set 2, 4, 1

 

 


Nov 8, 13
 

SHORT EXAM year 2012-13
MIDTERM EXAM year 2011-12
MIDTERM EXAM year 2010-11
MIDTERM EXAM year 2009-10
MIDTERM EXAM year 2008-09
MIDTERM EXAM year 2007-08

           

Nov 8, 13
 

LECTURE NOTES about Nonlinear optimization.

Modeling NLP.
NONLINEAR PROGRAMMING. Introduction. Problems without constraints: optimality conditions.

  H.W. Kuhn Being in the Right Place at the Right Time Operations Research (50) 1: 132-134 Jan-Febr 2002

Entrevista a Mar Hershenson Anales de Mecánica y Electricidad (LXXXII) II: 3-10 Mar-Abr 2005
       

Nov 13, 13
  Problems with constraints: optimality conditions.            

Nov 13, 13
  Necessary and sufficient Karush-Kuhn-Tucker conditions.            

Nov 15, 13
         

Problem set Inventarios, Función cúbica con hiperplanos, Chequeo de puntos, Objetivo lineal, Problema 2, 3, 4A, 4B, 4C, Triatlón, Función cúbica, Ciencias de la complejidad)

 

Nov 15, 13
 

LECTURE NOTES about Decision theory.

DECISION THEORY.
Decision criteria. Example.

 

Leonid Hurwicz, Eric S. Maskin y Roger B. Myerson 2007 Nobel Price in Economic Sciences "for having laid the foundations of mechanism design theory"

A. Mas-Colell Leo Hurwicz, el pionero El País. 21 Octubre 2007

       

Nov 20, 13
  Decision trees. Example.
           

Nov 20, 13
  Bayesian analysis. Example.        Problem 1.
Problem set (I+D, Contrato de móvil, Pañuelos, El huerto, El sondeo, Concurso)
   

Nov 22, 13
         

Solution Problem set (I+D, Contrato de móvil, Pañuelos, El huerto, El sondeo, Concurso)

   

Nov 22, 13
 

LECTURE NOTES about Game theory.

GAME THEORY.

 

H. Singh Introduction to Game Theory and Its Application in Electric Power Markets IEEE Computer Applications in Power (12)4: 18-22 Oct 1999

M. Shubik Game Theory and Operations Research: Some Musings 50 Years Later Operations Research (50) 1: 192-196 Jan-Feb 2002

P. Horner Game Theory: A 'Nobel' Pursuit OR/MS Today (32) 6 Dec 2005

Aumann's Work in Game Theory Leads to von Neumann Prize OR/MS Today (32) 6 Dec 2005

Robert J. Aumann and Thomas C. Schelling 2005 Nobel Price in Economic Sciences "for having enhanced our understanding of conflict and cooperation through game-theory analysis"

John C. Harsanyi, John F. Nash Jr. and Reinhard Selten 1994 Nobel Price in Economic Sciences "for their pioneering analysis of equilibria in the theory of non-cooperative games"

John F. Nash Non-Cooperative Games PhD Thesis. Princeton University. May 1950

A. Meca Génesis y Evolución de la Teoría de Juegos. Sus Orígenes en España Boletín de Estadística e Investigación Operativa Vol 22 No 1 / Enero 2006

Game Theory course from Stanford University at coursera.org

Game Theory courses in Open Education DataBase

       

Nov 27, 13
  Equilibrium on pure and mixed strategies. Cournot equilibrium. Bertrand equilibrium.      

 

   

Nov 27, 13
 

 

     

Problem set (Móviles, Caperucita, Suma nula 3x4, Suma nula 2x4, Suma nula 3x5, Suma nula 4x5)

   

Nov 29, 13
          Solution problem set (Móviles, Caperucita, Suma nula 3x4, Suma nula 2x4, Suma nula 3x5, Suma nula 4x5)    

Nov 29, 13
             

El Arte de Presentar

A very fun example
Kate Hartman: el arte de la indumentaria de comunicación

Presentation of optimization practical cases.


Dec 4, 13
              Presentation of optimization practical cases.

Dec 4, 13
              Presentation of optimization practical cases.

Dec 5, 13
              Presentation of optimization practical cases.

Dec 5, 13
  METAHEURISTICS. Introduction.            

Dec 5, 13
  Genetic algorithms (GA).            

Dec 5, 13
  Exam review.            

Dec xx, 13
          FINAL EXAM year 2012-13
FINAL EXAM year 2011-12
FINAL EXAM year 2010-11
FINAL EXAM year 2009-10
FINAL EXAM year 2008-09
FINAL EXAM year 2007-08
FINAL EXAM year 2006-07
   

Jun xx, 14
          RESIT EXAM year 2012-13
RESIT EXAM year 2011-12
RESIT EXAM year 2010-11
RESIT EXAM year 2009-10
RESIT EXAM year 2008-09
RESIT EXAM year 2007-08
RESIT EXAM year 2006-07