- Info
Program of study 2017-2021
-
Organization
A program on two years full-time.
The typical trajectory of a student who follows the track "ORO" is:
First year
Semester 1 (Fall) in Nantes
All scientific courses are given in French.
• Compulsory courses from the core curriculum:
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X1II010 |
Graphes
Graphs
|
Iréna Rusu (U Nantes) |
24 |
2 |
| X1II030 |
Complexité et algorithmes
Complexity and Algorithms |
Guillaume Fertin (U Nantes) |
24 |
2 |
| X1II040 |
Anglais scientifique
Scientific English 1 |
Laurie Labarbe (U Nantes) |
20 |
2 |
• Compulsory courses from the track "Optimization in Operations Research (ORO)":
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X1I2010 |
Optimisation discrète et combinatoire
Discrete and Combinatorial Optimization
|
Xavier Gandibleux (U Nantes),
Anthony Przybylski (U Nantes) |
60
|
8
|
| X1I2020 |
Graphes II et Réseaux
Graphs II and Networks |
Iréna Rusu (U Nantes) |
24
|
6
|
| X1I2030 |
Métaheuristiques
Metaheuristics |
Xavier Gandibleux (U Nantes) |
24
|
3
|
| X1I2IMT |
Optimisation non-linéaire
NonLinear Optimization |
Alexandre Goldsztejn (CNRS) |
24 |
3 |
| X1MS010 |
Analyse des données
Data Analysis |
Lise Bellanger (U Nantes) |
32 |
3
|
| X1II020 |
Langages de programmation de haut-niveau
High-level Programming Languages |
Didier Robbes (U Nantes)
|
24 |
3
|
• Optional courses from the core curriculum; a total of 3 credits chosen from the following:
Option 1:
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X1II050 |
Communication, connaissance de l'entreprise.
Introduction to Entrepreneurship
|
Olivier Godard (U Nantes) |
12 |
2 |
| X1II060 |
Introduction à la recherche
Introduction to Research |
Claude Jard (U Nantes) |
12 |
1 |
Option 2:
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X1LI010 |
Management à visée innovante et entrepreunariale
Management
|
. |
12 |
2 |
Semester 2 (Spring) in Nantes
Some scientific courses are given in English.
• Compulsory courses from the core curriculum:
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2II010 |
Apprentissage automatique
Machine Learning |
Colin De la Higera (U Nantes) |
24 |
2 |
| X2II020 |
Fouille de données
Data Mining |
Julien Blanchard (EPUN) |
24 |
2 |
| X2II030 |
Compilation
Compilation |
Mourad Oussalah (U Nantes) |
24 |
2 |
| X2II040 |
Ethique et numérique
Ethics |
Chantal Enguehard (U Nantes). |
12 |
2 |
| X2II050 |
Travail d'étude et de recherche
Research Project |
- |
semester |
10 |
| X2II060 |
Anglais pour la communication scientifique |
. |
10 |
2 |
• Compulsory courses from the track "Optimization in Operations Research (ORO)":
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2I2010 |
Programmation par Contraintes
Constraint Programming
|
Eric Monfroy (U Angers) |
24 |
4 |
• Options courses from the core curriculum; a total of 6 credits chosen from the following:
Option 1 (optimization):
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2I3010 |
Programmation multi-coeurs
Multicore Programming |
Matthieu Perrin (U Nantes) |
24 |
3 |
| X2I3020 |
Ingénierie de la décision
Decision Engineering |
Evgeny Gurevsky (U Nantes) |
24 |
3 |
Option 2 (software):
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2I4010 |
Systèmes temps réel embarqués.
Embedded Real-time systems |
Audrey Queudet (U Nantes) |
24 |
3 |
| X2I4020 |
Ingénierie des réseaux
Network Engineering |
Salima Hamma (U Nantes) |
24 |
3 |
Option 3 (data):
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2I5010 |
Modèles probabilistes
Probabilistic models |
Colin De la Higera (UNantes) |
24 |
3 |
| X2I5020 |
Interaction et applications
Interaction and applications |
Matthieu Perreira da Silva (EPUN) |
24 |
3 |
• Available courses from the core curriculum:
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits
|
| X2MC050 |
Optimisation déterministe et stochastique
Deterministic and Stochastic Optimization |
François Jauberteau (U Nantes). |
64 |
0 |
| X1LA010 |
Anglais Préparation TOEIC
TOEIC |
- |
0 |
0 |
| X2II090 |
Stage d'été
Summer Internship |
- |
0 |
0 |
Semester 2 (Spring) in Brussels
All courses are given in English. Each erasmus student has to select courses, scheduled on spring semester, for a total of 30 ECTS among the list available here (master 1, option "Optimization and Algorithms").
Example:
| Module |
Course
|
Coordinator
|
Hours (CM|TD|TP) |
ECTS credits
|
| Optimization |
Continuous Optimization
|
Bernard Fortz |
48 |
5 |
| Optimization |
Combinatorial Optimization |
Michael Poss |
48
|
5 |
| Optimization |
Heuristic Optimization |
Thomas Stuetzle |
60
|
5 |
| Computational Intelligence |
Statistical Fundation of Machine Learning |
Gianluca Bontempi |
48 |
5 |
| Computational Intelligence |
Techniques of Artificial Intelligence |
Hugues Bersini |
36 |
5 |
| Computational Intelligence |
Swarm Intelligence |
Marco Dorigo |
60 |
5 |
| Core Curriculum |
Computing Project (see here) |
Mauro Birattari |
150 |
5 |
Second year
Semester 3 (Fall)
Total of 264hours. All lectures are organized at Nantes and given in English.
| code |
Course
|
Lecturer(s)
|
Hours (CM|TD|TP) |
ECTS credits |
| X3IO050 |
Large Scale Optimisation
|
Marc Sevaux (UBS), André Rossi (U Paris-Dauphine)
|
24 (12|12|00) |
3
|
| X3IO080 |
Multi-Objective Optimization |
Anthony Przybylski (U Nantes) |
24 (12|12|00) |
3
|
| X3IO010 |
Multi-Objective MetaHeuristics |
Xavier Gandibleux (U Nantes) |
24 (12|12|00) |
3 |
| X3IO030 |
Global Optimisation |
Laurent Granvilliers (U Nantes) |
24 (12|12|00) |
3 |
| X3IOM10 |
Global Constraints |
Nicolas Beldiceanu (IMT-A) |
24 (12|12|00) |
3
|
| X3IO020 |
Advanced Constraint Programming |
Eric Monfroy (U Angers) |
24 (12|12|00) |
3
|
| X3IO040 |
Optimization in Robotics |
Christophe Jermann (U Nantes), Alexandre Goldsztejn (CNRS) |
24 (12|12|00) |
3
|
| X3IOM30 |
Transportation and Logistics |
Fabien Lehuédé (IMT-A) |
24 (12|12|00) |
3
|
| X3IOM20 |
Planning and Scheduling |
Odile Morineau (IMT-A) |
24 (12|12|00) |
3
|
| X3IO060 |
Algorithmics in Genomics |
Irena Rusu (U Nantes), Guillaume Fertin (U Nantes) |
24 (12|12|00) |
2
|
| X3IO070 |
Conferences
|
Quentin Tonneau (Artelys, Nantes),
Frédéric Gardi (Innovation24, Paris),
Damien Blanchon (IBM, Paris) |
24 (00|24|00) |
1
|
Semester 4 (Spring)
The master thesis may be prepared in English.
| code |
Course |
- |
Period |
ECTS credits |
X4II010
|
- Master Thesis (track research)
or
- internship (track application) |
-
|
(min) 5 months
from
February 1
to
(min) June 30
|
30 |
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