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Computing and Applied Mathematics [0.0]

Students who have completed the "Computing and Applied Mathematics" option will be able to :
  • Apprehend fields of engineering requiring a synergy between applied mathematics and computing, such as algorithms, scientific calculation, modelling of computing systems, optimisation, machine learning or data mining.
  • Understand and effectively implement methods and techniques based on advanced algorithms such as optimisation methods, constraint programming, graph algorithms, numerical algorithms or analysis and conception of algorithms.
  • Identify and implement models and techniques related to statistics, machine learning and data mining; apprehend classes of application such as data processing, pattern recognition or automatic extraction of information from large data collections.
Legend
Mandatory Optional
Courses not taught this academic year Periodic courses not taught this academic year
Periodic courses taught this academic year Two year courses

Click on the course code to see detailed informations (objectives, methods, evaluation...)
Year
1 2

The student shall select 26 to 30 credits from amongstfrom 26 to 30 credits among

MandatoryCompulsory courses in computing and applied mathematics
Mandatory LINMA2710

Numerical algorithms  Paul Van Dooren 30h + 22.5h  5credits  2q  x x
Mandatory LINMA2111

Discrete mathematics II : Algorithms and complexity   Vincent Blondel 30h + 22.5h  5credits  2q  x x
Mandatory LINMA1702

Applied mathematics : Optimization  Vincent Blondel, François Glineur (coord.) 30h + 22.5h  5credits  2q  x x
Mandatory LINGI2365

Constraint programming  Yves Deville 30h + 15h  5credits  2q  x x

MandatoryElective courses in computing and applied mathematics
Optional LINMA1170

Numerical analysis  Pierre-Antoine Absil, Paul Van Dooren (coord.) 30h + 22.5h  5credits  1q  x x
Optional LINMA1691

Discrete mathematics - Graph theory and algorithms   Vincent Blondel 30h + 22.5h  5credits  1q  x x
Optional LINMA2450

Combinatorial optimization   Jean-Charles Delvenne 30h + 22.5h  5credits  1q  x x
Optional LINMA2470

Discrete stochastic models   Philippe Chevalier 30h + 22.5h  5credits  2q  x x
Optional LINMA2471

Optimization models and methods  François Glineur 30h + 22.5h  5credits  1q  x x
Optional LMAT2450

Cryptography  Olivier Pereira 30h + 15h  5credits  1q  x x
Optional LINGI2262

Machine Learning :classification and evaluation  Pierre Dupont 30h + 30h  5credits  1q  x x
Optional LINGE1222

Multivariate Statistical Analysis  (in French) Johan Segers 30h + 15h  4credits  2q  x x
Optional LSTAT2020

Statistical computing  Bernadette Govaerts, Christian Ritter (supplée Bernadette Govaerts) 20h + 20h  6credits  1q  x x
Optional LSINF2275

Data mining & decision making  Marco Saerens 30h + 30h  5credits  2q  x x
Optional LSINF2224

Programming methods  Charles Pecheur 30h + 15h  5credits  2q  x x
Optional LINGI2339

Abstract interpretation  Baudouin Le Charlier 30h + 15h  5credits  1q  x x
Optional LINGI2348

Information theory and coding  Jérôme Louveaux, Benoît Macq (coord.), Olivier Pereira 30h + 15h  5credits  2q  x x
Optional LINGI2143

Concurrent systems : models and analysis  Charles Pecheur 30h + 15h  5credits  1q  x x
Optional LMECA2300

Advanced Numerical Methods  Christophe Craeye, Vincent Legat, Jean-François Remacle 30h + 30h  5credits  2q  x x
Optional LMECA2170

Numerical Geometry in CAD  Vincent Legat, Jean-François Remacle 30h + 30h  5credits  1q  x x
 
| 22/11/2010 |