| D5CI565 Airs et sols-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMBEE-507-D5CH27-500-D5CI565 |
RESUME COURS : |
See course |
| DLCH307A Electrochimie, Cinétique et Catalyse-L3 Sciences, Technologies, Santé - Mention CHIMIE - Parcours Double Licence |
UPSUD_2019_940_UE_DLISTS-442-D3CHI-404-DLCH307A |
RESUME COURS : |
See course |
| DLCH318 Chimie Théorique Appliquée-L3 Sciences, Technologies, Santé - Mention CHIMIE - Parcours Double Licence |
UPSUD_2019_940_UE_DLISTS-442-D3CHI-404-DLCH318 |
RESUME COURS : |
See course |
| Ondes, Matière, Rayonnement : Pratiques et Méth. Expé.-L3 Sciences, Technologies, Santé - Mention CHIMIE - Parcours Double Licence |
UPSUD_2019_940_UE_DLISTS-442-D3CHI-404-DLPA307 |
RESUME COURS : |
See course |
| Design of Interactive Systems-Master Informatique - M2 HCID |
UPSUD_2019_940_UE_DMINF-504-D5INF4-504-D4INH02 |
RESUME COURS : |
See course |
| Fundamentals of Situated Interaction-Master Informatique - M2 HCID |
UPSUD_2019_940_UE_DMINF-504-D5INF4-504-D5INH02 |
RESUME COURS : |
See course |
| Innovation & Entrepreneurship Thesis-Master Informatique - M2 HCID |
UPSUD_2019_940_UE_DMINF-504-D5INF4-504-D5INH42 |
RESUME COURS : |
See course |
| Final Internship-Master Informatique - M2 HCID |
UPSUD_2019_940_UE_DMINF-504-D5INF4-504-D5INH50 |
RESUME COURS : |
See course |
| Master Thesis-Master Informatique - M2 HCID |
UPSUD_2019_940_UE_DMINF-504-D5INF4-504-D5INH51 |
RESUME COURS : |
See course |
| D5CI567 Effets des polluants sur l'homme et les écosystèmes-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMCHI-507-D5CH27-500-D5CI567 |
RESUME COURS : |
See course |
| D5CI564 Droit de l'environnement - Réglementation-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMSTEPE-507-D5CH27-500-D5CI564 |
RESUME COURS : |
See course |
| D5CI570 Etude de cas-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMSTEPE-507-D5CH27-500-D5CI570 |
RESUME COURS : |
See course |
| Langue Vivante-M2 STEPE Spécialité Environnement, Génie géologique |
UPSUD_2019_940_UE_DMSTEPE-504-D5STP4-500-D5TP054 |
RESUME COURS : |
See course |
| D5CI554 Résonance magnétique nucléaire-M2 Instrumentation et Méthodes d'Analyse Moléculaire |
UPSUD_2019_940_UE_DMCHI-506-D5CH26-500-D5CI554 |
RESUME COURS : |
See course |
| D5CI557 Spectroscopie, analyse élémentaire et modélisation-M2 Instrumentation et Méthodes d'Analyse Moléculaire |
UPSUD_2019_940_UE_DMCHI-506-D5CH26-500-D5CI557 |
RESUME COURS : |
See course |
| Final Internship-M2 Informatique Human-Computer Interaction (HCI) |
UPSUD_2019_940_UE_DMINF-503-D5INF3-503-D5INH50 |
RESUME COURS : |
See course |
| Génie bio 2 : biologie moléculaire, génétique, microbiologie-DEUST Biotechnologies - 2ème année |
UPSUD_2019_940_UE_DDSBT-100-DDSBT2-100-DLSV253 |
RESUME COURS : |
See course |
| D5CI568 Management environnemental-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMBEE-507-D5CH27-500-D5CI568 |
RESUME COURS : |
See course |
| D5CI569 Polluants : structure et réactivité-M2 Pollutions Chimiques et Gestion Environnementale |
UPSUD_2019_940_UE_DMBEE-507-D5CH27-500-D5CI569 |
RESUME COURS : |
See course |
| électromagnétisme II-L3 Sciences, Technologies, Santé - Mention CHIMIE - Parcours Double Licence |
UPSUD_2019_940_UE_DLISTS-442-D3CHI-404-DLPA308 |
RESUME COURS : |
See course |
| APM_4OPT1_TA - Optimisation Différentiable: Théorie et Algorithmes (S1-2A - 2024-25) |
ENSTA_OCC_3240 |
[The course will be given in English.]
Optimization underpins many engineering problems, where we are tasked with modelling and finding the optimal decision in a variety of contexts. Take as an example, finding the rectangle with the largest area among those sharing the same perimeter, or the optimal training of neural networks.
Optimization is also very present in everybody's life, when one has to ``optimize'' their agenda to fit all their activities and still find time to study for the exams.
In this course, we are going to present key concepts and results in differentiable and convex continuous optimization in finite dimension.
(We will leave out discrete optimization (also known as Operations research), and infinitely dimensional optimization (such as shape optimization).)
We will focus on theoretical aspects of differentiable and convex optimization, while algorithms for solving optimization problems are discussed in the subsequent lecture OPT202 (by Andrea Simonetto). Other directions and applications of optimization are also presented in the SOD program (third year).
The goals of the course are to
• understand what optimization is: what types of problems are usually considered and how, what are the basic assumptions (such as convexity), and how to interpret the output of an optimization problem
• learn to model applications as optimization problems
• master the basic optimization models and methods
• acquire the necessary prerequisites for formulating, analyzing and using optimization algorithms.
All the course materials will be available on this page.
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Remarque: ce cours compte pour 3 ECTs pour l'obtention du M1-Mathématiques Appliquées |
See course |
| 2A DES Oncologie |
UPSUD_2019_930_ANNEE_BDES37-700-B2DS37-700 |
RESUME COURS : |
See course |
| 3A DES Médecine physique |
UPSUD_2019_930_ANNEE_BDES33-700-B3DS33-700 |
RESUME COURS : |
See course |
| 3A DES Chirurgie plastique, reconstructive et esthétique |
UPSUD_2019_930_ANNEE_BDES05-700-B3DS05-700 |
RESUME COURS : |
See course |
| 3A DES Hépato Gastro Entérologie |
UPSUD_2019_930_ANNEE_BDES23-700-B3DS23-700 |
RESUME COURS : |
See course |
| 2A DES Maladies infectieuses et tropicales |
UPSUD_2019_930_ANNEE_BDES24-700-B2DS24-700 |
RESUME COURS : |
See course |
| 2ème Année MEDECINE D'URGENCE |
UPSUD_2019_930_ANNEE_BTCMU-600-BTCMU2-600 |
RESUME COURS : |
See course |
| 3ème année Magistère Info |
UPSUD_2019_940_ANNEE_DMGINFO-500-DMGIN3-500 |
RESUME COURS : |
See course |
| DIU Carcinologie bucale |
UPSUD_2019_930_ANNEE_BDUCAB-410-BDUCB1-410 |
RESUME COURS : |
See course |
| DU Réanimation Hépatique |
UPSUD_2019_930_ANNEE_BDURH-610-BDURH1-610 |
RESUME COURS : |
See course |
