Modeling, Optimization, Decision and Organization (MODO) - Master's Year 2

Syllabus

UE Obligatoires

  • Graphs and applications
  • Mathematical Programming
  • Preference Modelling and Multiple Criteria Decision Making
  • Modelling in Decision Aiding and Operational Research
  • Industrial and design models

Enseignements de l'option DÉCISION

  • Decision under uncertainty and decision models
  • Multiobjective Optimization
  • Robustness in Operations Research and Decision Aiding
  • Algorithmic Decision Theory and Computational Social Choice
  • Problem structuring methods
  • Theory and practice of production scheduling

Enseignements de l'option OPTIMISATION COMBINATOIRE

  • Complexity Theory
  • Structural and algorithmic graph theory
  • Approximation algorithms
  • Algorithmic games
  • Stochastic programming
  • Machine learning for optimization
  • Algorithms for continuous optimization
  • Exact algorithms for NP-complete and hard problems

Enseignements de l'option ORGANISATION

  • RO, environnement et systèmes de santé (AgroParisTech)
  • Gouvernance d'entreprise et innovation responsable
  • Conception et dynamique des organisations (Ecole des Mines)

Atelier de recherche principal (1 au choix)

  • Research workshop Decision aiding: procedures, models and approaches
  • Research workshop Decision and Artificial Intelligence
  • Research workshop Algorithms with performance guarantees
  • Research workshop Mathematical Programming
  • Atelier Modèles de gestion et dynamique des organisations (Ecole des Mines)

Ateliers de recherche secondaires (2 au choix)

  • Research workshop Decision aiding: procedures, models and approaches
  • Research workshop Decision and Artificial Intelligence
  • Algorithms with performance guarantees
  • Research workshop Mathematical Programming
  • Atelier Modèles de gestion et dynamique des organisations (Ecole des Mines)

Séminaires de Recherche

Academic Training Year 2025 - 2026 - subject to modification


Teaching Modalities

The program starts in September, and attendance is required. Courses in the 2nd year of the Master's degree in Computer Science in Modeling, Optimization, Decision-making and Organization (MODO) are organized in semesters 3 and 4. Semester 3 is made up of five compulsory core courses and five optional courses. Semester 4 comprises one main research workshop and two secondary research workshops.


Internships and Supervised Projects

The internship is five months in duration, and takes place from April to September. It takes place in a university or company research center and is the subject of the student’s thesis and oral defense.