Contents

October 27 Welcome and registration.. 6

Registration at Palm Plazza Hotel lobby. 6

October 29 Online. 6

October 30 Recorded video.. 6

Recorded presentations available on the website of the conference. 6

Wednesday, October 27. 7

Thursday, October 28. 8

Friday, October 29. 9

Saturday, October 30. 10

Recorded presentations available on the web site of the conference. 10

Conference Place. 18

Organizers ............................ 18

Program at glance

Time in Morocco is European Time - 1h.

October 27 Welcome and registration

Registration at 5* Palm Plazza Hotel lobby

October 28 Onsite & online

9h15 Morocco Time	Opening (Prof. E-G. Talbi)
9h30	Session Optimization (chair: Prof. F. Yalaoui)
10h50	Break
11h20	Session Learning & Optimization (chair: A. Nakib)
12h40

October 29 Online and onsite

9h30	Session Optimization (chair: Prof. L. Amodeo)
10h30	Break
11h00	Session Applications (chair: Prof. R. Ellaia)
12h20

October 30 Recorded video

Recorded presentations available on the website of the conference

Detailed program

Wednesday, October 27

10h - 12h – Registration

Morocco time

14h - 17h – Registration

Thursday, October 28

9h15 – 9h30 Opening Session – Prof. E-G. Talbi

Morocco time

9h30-10h50

Session – Combinatorial Optimization (chair: Prof. F. Yalaoui)

· Adaptive iterative destruction construction heuristic for the firefighters timetabling problem
Mohamed Amine Ouberkouk, Jean-Paul Boufflet, Aziz Moukrim

· Energy-efficient buffer allocation : multi-objective study
Yasmine Alaouchiche, Farouk Yalaoui, Yassine Ouazene

· Hidden genes genetic algorithm applied to variable-sized design space optimal layout problems
Juliette GAMOT, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Melab Nouredine, El-Ghazali Talbi

· ClusterTune : Tuning Metaheuristics Using Clustering for Scheduling Problems
Mohamed ElAmine Athmani, Taha Arbaoui, Farouk Yalaoui

10h50 – 11h20 – Coffee break

11h20 - 12h40

Session – Optimization & Machine learning (chair: A. Nakib)

· Genetic Algorithm for Neural Network Architecture optimization
Ayman Makki, Talbi EL Ghazali, Pascal Bouvry, Gregoire Danoy

· Multi-Infill Bayesian Optimisation for improving Exploration and Exploitation Trade-off
Jérémy Sadet, Franck Massa, El-Ghazali Talbi, Thierry Tison, Isabelle Turpin

· Optimization of deep neural network: Application to the forecast of energy consumption
Thomas Firmin, El-Ghazali Talbi, Sandra Claudel, Jean-Yves LUCAS

· Spiking Neural Networks and Audio Classification
Farah Medjahed, Philippe Devienne, Abou el hassane Benyamina

19h30 BANQUET Meeting @Hotel Palm Plazza Lobby

Friday, October 29

9h30-10h30

Session – Optimization (chair: Prof. L. Amodeo)

· Evaluating private social choice: particle swarm optimisation without panopticon
Vicenc Torra, Edgar Galvan

· Discrete PSO strategies for search in unit lattice of m-dimensional simplex
Marek Kvet, Jaroslav Janáček

· pyParadiseo : a Python-powered Framework for Metaheuristic Optimization
Jan Gmys, Nouredine Melab, El-Ghazali Talbi

10h30 – 11h – Coffee break

11h00 - 12h20

Session – Applications (chair: Prof. R. Ellaia)

· Sales forecasting with weather data using fuzzy natural logic
Tomas Tichy, Ales Kresta, Hana Dvorackova

· Extended path-relinking method for p-location problem
Jaroslav Janáček, Marek Kvet

· A Study on the Influence of Runtime Uncertainty in the Optimization of Software Programs
Jose Miguel Aragon-Jurado, Juan Carlos de la Torre, El-Ghazali Talbi, Bernabe Dorronsoro

· The Construction of Uniformly Deployed Set of Feasible Solutions for the p-Location Problem
Peter Czimmermann

Saturday, October 30

Recorded presentations available on the web site of the conference

· GA and ILS for optimizing the size of NFA models
Frédéric Lardeux, Eric Monfroy

· A Physarum-inspired approach for influence maximization
Gustavo Rodríguez-Gómez, Alvaro Lopez-Garcia, Aurelio López-López

· A Genetic Algorithm for a capacitated lot-sizing problem with lost sales, overtimes, and safety stock constraints
François Larroche, Odile Bellenguez, Guillaume Massonnet, Benoît Le Badezet

· A Large Neighborhood Search for a Cooperative Optimization Approach to Distribute Service Points in Mobility Applications
Thomas Jatschka, Tobias Rodemann, Günther Raidl

· A new strategy for collective energy self-consumption in the eco-industrial park : Mathematical modeling and economic evaluation
Hamza GRIBISS, Mohammad Mohsen AGHELINEJAD, Farouk Yalaoui

· Automatic generation of metaheuristic algorithms
Sergio Iturra, Carlos Contreras-Bolton, Victor Parada

· Evolutionary-based Optimization of Hardware Configurations for DNN on Edge GPUs
Halima Bouzidi, Hamza OUARNOUGHI, El-Ghazali Talbi, Abdessamad Ait El Cadi, Smail NIAR

· A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)
Marcelo Becerra-Rozas, José Lemus-Romani, Broderick Crawford, Ricardo Soto, Felipe Cisternas-Caneo, Andrés Trujillo Embry, Máximo Arnao Molina, Diego Tapia, Mauricio Castillo, José-Miguel Rubio

· Biased Random-key Genetic Algorithm for the 2-Dimensional Guillotine Cutting Stock Problem with Stack Constraints
Marcos Vinícius Almeida Guimarães, Eduardo T. Bogue, Iago A. Carvalho, Thiago Noronha, Armando H. Pereira, Sebastián Urrutia

· Minimum Rule-Repair Algorithm for Supervised Learning Classifier Systems on Real-valued Classification Tasks
Koki Hamasaki, Masaya Nakata

· Multi-phase methodology for solving the multi depot vehicle routing problem with limited supply capacity at the depots
Javier de Prado, Sandro Moscatelli, Pedro Piñeyro, Libertad Tansini, Omar Viera

· Visualizing Crossover Rate Influence in Differential Evolution with Expected Fitness Improvement
Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin

· Recovery-to-Efficiency: A New Robustness Concept for Multi-objective Optimization under Uncertainty
Raca Todosijevic, El-Ghazali Talbi

· Deep Learning and Multi-objective Optimization
Oumayma Bahri, Lionel Amodeo

· A discrete-time Markov Chain model for a healthcare periodic inventory system with stochastic demand, lost sales and required service level.
Saâdia Khoukhi

· Multi-Objective Optimization Approach under uncertainty for Workforce Routing and Scheduling Problem in Home Health Care
Mariem Belhor, Adnen EL-Amraoui, Abderrazak JEMAI, François DELMOTTE

· Analysis of Behavioural Differences in Experimental Trading Period with GUHA Method
Hana Dvorackova, Tomas Tichy, Petr Dvoracek

· Enhancing the Performance of Software Programs for Devices with Limited Computing Capacity
Carlos Benito-Jareño, Juan Carlos de la Torre, Pascal Bouvry, Bernabe Dorronsoro

· A review of the Electric School Bus Routing Problem
Hajar Bideq, Khaoula Ouaddi, Rachid Ellaia, Agnès Gorge

· Spiking Neural Networks and Audio Classification
Farah MEDJAHED, Philippe Devienne, Abou el hassane Benyamina

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