prof.dr. (Ilker) SI Birbil

prof.dr. (Ilker) SI Birbil
Visiting fellow Erasmus School of Economics Econometrics
Location
Burg. Oudlaan 50, Rotterdam
Email
birbil@ese.eur.nl
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Profile

Ilker Birbil is an internationally well recognised expert in the field of optimisation and decision making. Over the last few years, he has been expanding his research and teaching into the area of data science. Within several disciplines including operations research there is an increasing attention for data science and machine learning techniques. One stream of his research is developing in this area. In particular, he is looking at large scale optimisation problems that are fundamental to machine learning problems. Ilker Birbil will immediately strengthen data science research and teaching at Erasmus School of Economics, e.g. in the econometrics MSc programme (specialisation Business Analytics and Quantitative Marketing) and the economics MSc specialisation of Data Science and Marketing Analytics.
Ilker Birbil received his PhD degree from North Carolina State University, Raleigh, USA. He then worked for two years as a postdoctoral research fellow of the Erasmus Research Institute of Management in Rotterdam. Until recently he held a full professor position with Sabanci University, Istanbul, Turkey, in the Faculty of Engineering and Natural Sciences.

  • Ilker Birbil, JBG (Hans) Frenk, B Kaynar & N Noyan (2009) - Risk measures and their applications in portfolio optimization - Mcgraw Hill

  • Ilker Birbil (2005) - Challenges for sustainable urban transportation in Turkey
  • Ilker Birbil, N Kavlak, G Ulusoy & FS Serifoglu (2005) - Client-contractor bargaining on net present value in the context of a project with limited resources

  • Ilker Birbil, K Bulbul, JBG (Hans) Frenk & Martyn Mulder (2009) - On the Economic Order Quantity Model With Transportation Costs - DEPARTMENT OF ECONOMETRICS
  • Ilker Birbil, JBG (Hans) Frenk, B Kaynar & N Noyan (2009) - Risk measures and their applications in portfolio optimization - DEPARTMENT OF ECONOMETRICS
  • Ilker Birbil, JBG (Hans) Frenk, JAS Gromicho & J Zhang (2009) - The role of robust optimization in single-leg airline revenue management - Econometrics
  • Ilker Birbil, JBG (Hans) Frenk, B Kaynar & N Noyan (2008) - Risk measures and their applications in asset managment - Econometrics
  • Ilker Birbil, JBG (Hans) Frenk & GJ Still (2007) - An elementary proof of the Fritz-John and Karush-Kuhn-Tucker conditions in nonlinear programming - Econometrics
  • ZP (Pelin) Bayindir, Ilker Birbil & JBG (Hans) Frenk (2007) - A deterministic inventory/production model with general inventory cost rate function and piecewise linear concave production costs - Econometrics
  • B Kaynar, Ilker Birbil & JBG (Hans) Frenk (2007) - Application of a general risk management model to portfolio optimization problems with elliptical distributed returns for risk neutral and risk averse decision makers. - Econometrics
  • ZP (Pelin) Bayindir, Ilker Birbil & JBG (Hans) Frenk (2006) - The joint replenishment problem with variable production costs. - Econometrics
  • Ilker Birbil, JBG (Hans) Frenk, J Gromicho & S (Shuzhong) Zhang (2006) - An integrated approach to single-leg airline revenue management: the role of robust optimization - Econometrics
  • Ilker Birbil, SC Fang & R-L Sheu (2005) - On the convergence of a population-based global optimization algorithm - Econometrics
  • JBG (Hans) Frenk, Ilker Birbil, SC Fang & S (Shuzhong) Zhang (2005) - Recursive approximation of the high dimensional max function - Econometrics
  • JBG (Hans) Frenk, Ilker Birbil & G Still (2005) - An elementary proof of the Fritz John and Karush-Kuhn-Tucker condition in nonlinear programming - Econometrics
  • ZP (Pelin) Bayindir, Ilker Birbil & JBG (Hans) Frenk (2004) - A multi-item inventory model with joint setup and concave production costs
  • Ilker Birbil, G Gürkan & OL Listes (2004) - Simulation-based solution of stochastic mathematical programs with complementarity constraints: Sample-path analysis
  • ZP (Pelin) Bayindir, Ilker Birbil & JBG (Hans) Frenk (2004) - A deterministic inventory/production model with general inventory cost rate function and concave production costs
  • Ilker Birbil, JBG (Hans) Frenk & S (Shuzhong) Zhang (2004) - Generalized fractional programming with user interaction
  • Ilker Birbil, G Bouza, JBG (Hans) Frenk & G Still (2003) - Equilibrium constrained optimization problems
  • Ilker Birbil, SC Fang, JBG (Hans) Frenk & S (Shuzhong) Zhang (2003) - Recursive approximation of the high dimensional max function
  • SC Fang, J Han, Z Huang & Ilker Birbil (2002) - On the finite termination of an entropy function based smooting Newton method for vertical linear complementarity problems
  • SC Fang, S Wu & Ilker Birbil (2002) - Solving variational inequalities defined on a domain with infinitely many linear constraints
  • Ilker Birbil, SC Fang & J Han (2002) - Entropic regularization approach for mathematical programs with equilibrium constraints

d4c

Begindatum goedkeuring
januari 2020
Einddatum goedkeuring
december 2022
Plaats
ISTANBUL, TURKEY
Beschrijving
Partner of the company attending biweekly meetings

Machine Learning in Finance

Year
2020
Course Code
FEM21045

Non-linear Optimisation

Year
2020
Year Level
bachelor 2, bachelor 2, pre-master
Course Code
FEB22006X

Non-linear optimisation

Year
2020
Year Level
bachelor 2, pre-master
Course Code
FEB22006

Seminar Case Studies in QMarketing

Level
master
Year
2020
Year Level
master
Course Code
FEM21001

Machine Learning

Level
master
Year
2020
Year Level
master
Course Code
FEM31002

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