Mohamed El Yafrani

According to our database, Mohamed El Yafrani authored at least 23 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A Scheduling Solution for Robotic Arm-Based Batching Systems with Multiple Conveyor Belts.

Kasper Gaj Nielsen, Inkyung Sung, Mohamed El Yafrani, Deniz Kenan Kiliç, Peter Nielsen

Algorithms, March, 2023

A regression analysis of the impact of routing and packing dependencies on the expected runtime.

Mohamed El Yafrani, Marcella Scoczynski, Markus Wagner, Peter Nielsen

Soft Comput., 2023

2022

A GRASP-Based Approach for Planning UAV-Assisted Search and Rescue Missions.

Casper Bak Pedersen, Kasper Gaj Nielsen, Kasper Rosenkrands, Alex Elkjær Vasegaard, Peter Nielsen, Mohamed El Yafrani

Sensors, 2022

On the fitness landscapes of interdependency models in the travelling thief problem.

Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Saving computational budget in Bayesian network-based evolutionary algorithms.

Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Diego Oliva, Markus Wagner, Inkyung Sung, Mohamed El Yafrani

Nat. Comput., 2021

Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape.

Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod

J. Heuristics, 2021

A selection hyperheuristic guided by Thompson sampling for numerical optimization.

Marcella Scoczynski Ribeiro Martins, Diego Oliva, Erick Rodríguez-Esparza, Myriam Regattieri Delgado, Ricardo Lüders, Mohamed El Yafrani, Luiz Ledo, Mohamed E. Abd Elaziz, Marco Antonio Pérez Cisneros

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression.

Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

2020

MATE: A Model-based Algorithm Tuning Engine.

Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen

CoRR, 2020

Multi-layer local optima networks for the analysis of advanced local search-based algorithms.

Marcella S. R. Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A study of problems with multiple interdependent components - Part I.

Mohamed El Yafrani

CoRR, 2019

On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms.

Mohamed El Yafrani, Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Inkyung Sung, Ricardo Lüders, Markus Wagner

CoRR, 2019

On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm.

Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Inkyung Sung, Markus Wagner, Diego Oliva

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Efficiently solving the Traveling Thief Problem using hill climbing and simulated annealing.

Mohamed El Yafrani, Belaïd Ahiod

Inf. Sci., 2018

A hyperheuristic approach based on low-level heuristics for the travelling thief problem.

Mohamed El Yafrani, Marcella S. R. Martins, Markus Wagner, Belaïd Ahiod, Myriam Regattieri Delgado, Ricardo Lüders

Genet. Program. Evolvable Mach., 2018

A hybrid crow search algorithm for solving the DNA fragment assembly problem.

Mohcin Allaoui, Belaïd Ahiod, Mohamed El Yafrani

Expert Syst. Appl., 2018

A fitness landscape analysis of the travelling thief problem.

Mohamed El Yafrani, Marcella S. R. Martins, Mehdi El Krari, Markus Wagner, Myriam Regattieri de Biase da Silva Delgado, Belaïd Ahiod, Ricardo Lüders

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

On the Performance of Multi-Objective Estimation of Distribution Algorithms for Combinatorial Problems.

Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

A local search based approach for solving the Travelling Thief Problem: The pros and cons.

Mohamed El Yafrani, Belaïd Ahiod

Appl. Soft Comput., 2017

Multi-objectiveness in the single-objective traveling thief problem.

Mohamed El Yafrani, Shelvin Chand, Aneta Neumann, Belaïd Ahiod, Markus Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Étude de Problèmes d'Optimisation Combinatoire à Multiples Composantes Interdépendantes.

Mohamed El Yafrani, Belaïd Ahiod

CoRR, 2016

Population-based vs. Single-solution Heuristics for the Travelling Thief Problem.

Mohamed El Yafrani, Belaïd Ahiod

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Cosolver2B: An efficient local search heuristic for the Travelling Thief Problem.

Mohamed El Yafrani, Belaïd Ahiod

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015