EA Artificial Evolution 2024

Program:

program

Tuesday 29th

  • 09.00-10.00 - Registration, Welcome and coffee
  • 10.00-12.15 – Session #1
    • 10.00-10.45 – GRASP-based memetic algorithm for Multi-period technician routing problem with mandatory assigned tasks and selective tasks, Loïc Cardinaël, Ammar Oulamara, Wahiba RAMDANE CHERIF-KHETTAF.
    • 10.45-11.30 - Investigation of Structures for Routing Rules Designed by Genetic Programming for the Electric Vehicle Routing Problem, Đurasević Marko, Nikolina Frid, Francisco Javier Gil Gala.
    • 11.30-12.15 – Optimizing Scheduling for Energy Sales in Public Stations: A Revenue Management Perspective, Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar.
  • 12.15-14.15 – Lunch / Bistro Regent, Talence Forum
  • 14.15-15.45 – Session #2
    • 14.15-15.00 – Can ants travel better in bike-friendly cities? Felix Repusseau, Emmanuel Néron, Tifenn Rault, Nicolas Monmarché.
    • 15.00-15.45 – Paving the way towards evolutionary machine teaching: an application to 4-part harmony, Elia Pacioni, Francisco Fernández de Vega.
  • 15.45-16.00 – Coffee Break
  • 16.00-18.15 – Session #3
    • 16.00-16.45 – Scalable Local Optima Networks for Continuous Search Spaces, Jonathan Fieldsend.
    • 16.45-17.30 – Comparing Quantum Annealer and Metaheuristic Methods to Solve the Steiner Tree Problem, Darren Chitty, James Charles, Alberto Moraglio, Ed Keedwell.
    • 17.30-18.15 – Classification vs Regression Models in a Decision Tree-based Interactive Evolutionary Multi-objective Optimization Algorithm, Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar.

Wednesday 30th

  • 09.00-10.30 – Session #4
    • 09.00-09.45 – Tackling Long-Range Dependencies in Dynamic Range Compression Modeling via Deep Learning, Yann Bourdin, Pierrick Legrand, Fanny Roche.
    • 09.45-10.30 – Optimizing Reservoir Computing with Genetic Algorithm for High-Dimensional SARS-CoV-2 Hospitalization Forecasting: Impacts of Genetic Algorithm Hyperparameters on Feature Selection and Reservoir Computing Hyperparameter Tuning, Thomas Ferté, Dan Dutartre, Boris Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Xavier Hinaut, Pierrick Legrand.
  • 10.30-10.45 – Coffee Break
  • 10.45-11.15 – Poster Session
  • 11.15-12.15 – Plenary Talk #1 – Pierre del Moral
  • 12.15-13.30 – Buffet Lunch (Inria)
  • 13.30-00.00 – Social event, Saint-Emilion
    • bus (13.30): Inria (13.45) -> Saint Emilion (Parking Villemaurine) (14.45)
    • Free time: 14.45->15.30 (meeting in font of the cathedral)
    • cathedral + city: 15.45 -> 17.45
    • Cordeliers, visit: 18.00 -> 19.00
    • Cordeliers, buffet: 19.00 -> 21.30
    • bus (21.45): Saint Emilion (21.45) -> inria (22.45)

Thursday 31

  • 09.00-10.30 – Session #5
    • 09.00-09.45 – Can Mutations Replace Local Search? Studying the Effect of Repeated Genetic Programming Operators in the Unrelated Machines Environment, Josip Hrvatić, Marko Đurasević, Francisco Javier Gil Gala, Domagoj Jakobović.
    • 09.45-10.30 – Optimizing the Viability of interacting systems with Evolutionary Algorithms, Alice De Lapparent, Alberto Tonda, Rodolphe Sabatier, Evelyne Lutton, Isabelle Alvarez, Sophie MARTIN.
  • 10.30-10.45 – Coffee Break
  • 10.45-11.15 – Poster Session
  • 11.15-12.15 – Plenary Talk #2 – Leonardo Trujillo
  • 12.15-14.15 – Lunch (Pizzeria ALCALA, Talence Forum. TBC)
  • 14.15-15.45 – Session #6
    • 14.15-15.00 – Single-objective constrained optimization for Gene Regulatory Networks Modeling, Guillaume Grataloup, Denis Pallez, Jean-Paul Comet, Gilles Bernot.
    • 15.00-15.45 – Symbolic Regression of Confidence Intervals for Conformal Prediction, Alberto Tonda, Alejandro Lopez-Rincon, David Rojas-Velazquez, Evelyne Lutton.
  • 15.45-16.00 – Coffee Break
  • 16.00-18.15 – Session #7
    • 16.00-16.45 – A New Step Size Update Strategy for CMA-ES in Multi-objective Optimisation, Zheng Tan, Bo Yuan, H.A.O. Wang, Miqing Li.
    • 16.45-17.30 – UMDA with random affine maps, Arnaud Berny.
  • 17.30-18.15 – Closing Session

Invited Conference:

Plenary Talk 1 – Pierre del Moral (Inria), wednesday 11.15, Ada Lovelace.

Plenary Talk 2 – Leonardo Trujillo (ITT Tijuana), thursday 11.15, Ada Lovelace.


List of accepted papers for oral communication:

  • A New Step Size Update Strategy for CMA-ES in Multi-objective Optimisation, Zheng Tan, Bo Yuan, H.A.O. Wang, Miqing Li.
  • Can ants travel better in bike-friendly cities? Felix Repusseau, Emmanuel Néron, Tifenn Rault, Nicolas Monmarché.
  • Classification vs Regression Models in a Decision Tree-based Interactive Evolutionary Multi-objective Optimization Algorithm, Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar.
  • Comparing Quantum Annealer and Metaheuristic Methods to Solve the Steiner Tree Problem, Darren Chitty, James Charles, Alberto Moraglio, Ed Keedwell.
  • GRASP-based memetic algorithm for Multi-period technician routing problem with mandatory assigned tasks and selective tasks, Loïc Cardinaël, Ammar Oulamara, Wahiba RAMDANE CHERIF-KHETTAF.
  • Investigation of Structures for Routing Rules Designed by Genetic Programming for the Electric Vehicle Routing Problem, Đurasević Marko, Nikolina Frid, Francisco Javier Gil Gala.
  • Optimizing Reservoir Computing with Genetic Algorithm for High-Dimensional SARS-CoV-2 Hospitalization Forecasting: Impacts of Genetic Algorithm Hyperparameters on Feature Selection and Reservoir Computing Hyperparameter Tuning, Thomas Ferté, Dan Dutartre, Boris Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Xavier Hinaut, Pierrick Legrand.
  • Optimizing Scheduling for Energy Sales in Public Stations: A Revenue Management Perspective, Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar.
  • Optimizing the Viability of interacting systems with Evolutionary Algorithms, Alice De Lapparent, Alberto Tonda, Rodolphe Sabatier, Evelyne Lutton, Isabelle Alvarez, Sophie MARTIN.
  • Paving the way towards evolutionary machine teaching: an application to 4-part harmony, Elia Pacioni, Francisco Fernández de Vega.
  • Scalable Local Optima Networks for Continuous Search Spaces, Jonathan Fieldsend.
  • Single-objective constrained optimization for Gene Regulatory Networks Modeling, Guillaume Grataloup, Denis Pallez, Jean-Paul Comet, Gilles Bernot.
  • Symbolic Regression of Confidence Intervals for Conformal Prediction, Alberto Tonda, Alejandro Lopez-Rincon, David Rojas-Velazquez, Evelyne Lutton.
  • Tackling Long-Range Dependencies in Dynamic Range Compression Modeling via Deep Learning, Yann Bourdin, Pierrick Legrand, Fanny Roche.
  • UMDA with random affine maps, Arnaud Berny.
  • Can Mutations Replace Local Search? Studying the Effect of Repeated Genetic Programming Operators in the Unrelated Machines Environment, Josip Hrvatić, Marko Đurasević, Francisco Javier Gil Gala, Domagoj Jakobović.

List of accepted papers for Poster presentation:

  1. Comparative Study of Order Crossover Variants in Memetic Algorithms for Solving the CVRP, Mohamed Salim Amri Sakhri, Goudet Olivier.
  2. Designing Less Myopic Routing Policies with Genetic Programming for the Electric Vehicle Routing Problem, Đurasević Marko, Francisco Javier Gil Gala.
  3. Training Free U-Net for Retinal Vessel Segmentation, Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar.