Dates
4-6 October 2023. Paris, France.
Location
CNAM, Amphi Jean-Baptiste Say, 292 rue Saint-Martin, 75003 Paris.
Outline
Following the success of the JuliaDay
organized in Nantes in 2019, we are organizing a second edition
of the Julia & Optimization days, scheduled on 4-6 October 2023 in
Paris, France.
The workshop will be organized in English.
It is open to anyone interested in
the application of Julia in optimization and scientific computing.
We strongly encourage master students and PhD students
to come to present their research works in Julia.
Programme committee:
- Mathieu Besançon (Zuse Institute Berlin)
- Vincent Duval (Inria Paris)
- Xavier Gandibleux (Nantes Université)
- Vincent Leclère (École des Ponts ParisTech)
- Antoine Levitt (Laboratoire de mathématique d'Orsay)
- Pierre Navaro (Institut de recherche mathématique de Rennes)
- François Pacaud (Mines Paris-PSL)
- Agnès Plateau (CEDRIC, CNAM)
How do I attend?
The inscriptions are now closed.
How do I propose a talk?
The submissions are now closed.
Schedule
Wednesday, 4 October
Morning
- 9:00-9:30 : Welcome coffee
- 9:30-12:00 : Introduction tutorials
Afternoon
- 13:30-14:00 : Opening presentation by Sandra Ulrich Ngueveu
- 14:00-17:00 : Introduction to JuMP, Oscar Dowson (JuMP)
Thursday, 5 October
Morning
- 09:00-09:30: "What's new in HiGHS", Julian HALL (University of Edinburgh) [slides]
- 09:30-10:00: "Building Coluna.jl, a branch-and-cut-and-price framework in Julia", Guillaume MARQUES (AtOptima) [slides]
- 10:00-10:30: "Large Scale Optimization via Monte Carlo Tree Search", Larkin LIU (TU Munich)[slides]
- 10:30-11:00: [Pause café]
- 11:00-11:30: "JuMP into constraint programming", Jean-François BAFFIER (Internet Initiative Japan)
- 11:30-12:00: "From vOptGeneric.jl to MultiObjectiveAlgorithms.jl", Xavier GANDIBLEUX (Nantes Université)
Afternoon
- 13:30-14:00 : Présentation des posters
- 14:00-14:30: "Robust approximation of compact sets", Pierre NAVARO (CNRS)[slides]
- 14:30-15:00: "Shine of multiple dispatch: the Copulas.jl case", Oskar LAVERNY (UC Louvain) [slides]
- 15:00-15:30: [Suite de la session poster]
- 15:30-16:00: "From non-differentiability to discrete geometry: B-differential, hyperplanes and matroids", Baptiste PLAQUEVENT-JOURDAIN (Inria Paris)[slides]
- 16:00-16:30: "Improving the accuracy of LP storage models: a systematic approach using XPORTA.jl", Maaike ELGERSMA (Delft University of Technology) [slides]
- 16:30-17:00: "Dionysos.jl: a Modular Platform for Smart Symbolic Control", Adrien BANSE (UC Louvain)[slides]
Friday, 6 October
Morning
- 09:00-10:00: "Solving optimal control problems with Julia", Jean-Baptiste CAILLAU (Université Côte d'Azur), Olivier COTS (Toulouse INP)[url]
- 10:00-10:30: "Latest developments for mixed-integer nonlinear programming in Artelys Knitro", Maxime DUFOUR (Artelys)
- 10:30-11:00: [Pause café]
- 11:00-11:30: "Julia Smooth Optimizers: Streamlined Research and recent developments of the ecosystem", Abel SIQUEIRA (Netherlands eScience Center) [slides]
- 11:30-12:00: "Convex mixed-integer optimization algorithms with Boscia.jl and applications", Mathieu BESANÇON (Zuse Institute Berlin)
- 12:00-12:30: "Synergy between Macaulay and Sum-of-Squares frameworks", Benoît LEGAT (KU Leuven)[slides]
Afternoon
- 13:30-14:00: "Tutorial on graphs in Julia", Guillaume DALLE (EPFL) [url]
- 14:00-14:30: "Algorithm for the packaging return logistics at Renault: a Julia code in production", Louis BOUVIER (ENPC)
- 14:30-15:00: [Coffee break]
- 15:00-15:30: "A Julia implementation of the Domain Decomposition Method (DDM.jl)", Vincent LE CHENADEC (Gustave Eiffel Université)
- 15:30-16:00: "Algorithms for the network alignment problem", Emanuele NATALE (I3S, INRIA)
Poster session
A poster session will be organized on Thursday, 5 October, in
the afternoon. It is a good opportunity for participants
willing to present their early works in a more informal setting.
Posters
- "Extending Bayesian Optimization software in Julia", Samuel BELKO (TU Munich) [poster]
- "Next Generation Sector-Coupling Energy System Models for Optimal Investments and Operation ", Maaike ELGERSMA (Delft University of Technology)
- "Which optimization “flavor” for sizing Microgrid energy systems?", Pierre HAESSIG (CentraleSupélec)[poster]
- "Temporal Graph Neural Networks with GraphNeuralNetworks.jl", Aurora ROSSI (COATI, I3S & INRIA d’Université Côte d’Azur)[poster]
- "An Algorithm for the Influence Maximization Problem Using Graph Clustering", José Maria SAMUCO (ClDMA-University of Aveiro/Portugal and ISPTEC/Angola )
- "Novel optimization method for identifying dynamics from data using SINDY", Štěpán ZAPADLO (Masaryk University)[poster]