Mohamed El Yafrani

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 26

Top Topics

Fitness Landscape

Simulated Annealing

Estimation Of Distribution Algorithms

Top Venues

GECCO Companion

Publications

Mohamed El Yafrani, Marcella Scoczynski, Markus Wagner, Peter Nielsen
A regression analysis of the impact of routing and packing dependencies on the expected runtime. Soft Comput. 27 (17) (2023)
Kasper Gaj Nielsen, Inkyung Sung, Mohamed El Yafrani, Deniz Kenan Kiliç, Peter Nielsen
A Scheduling Solution for Robotic Arm-Based Batching Systems with Multiple Conveyor Belts. Algorithms 16 (3) (2023)
Casper Bak Pedersen, Kasper Gaj Nielsen, Kasper Rosenkrands, Alex Elkjær Vasegaard, Peter Nielsen, Mohamed El Yafrani
A GRASP-Based Approach for Planning UAV-Assisted Search and Rescue Missions. Sensors 22 (1) (2022)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner
On the Fitness Landscapes of Interdependency Models in the Travelling Thief Problem. CoRR (2022)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner
On the fitness landscapes of interdependency models in the travelling thief problem. GECCO Companion (2022)
Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod
Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape. J. Heuristics 27 (4) (2021)
Marcella Scoczynski Ribeiro Martins, Diego Oliva, Erick Rodríguez-Esparza, Myriam Regattieri Delgado, Ricardo Lüders, Mohamed El Yafrani, Luiz Ledo, Mohamed E. Abd Elaziz, Marco A. Pérez Cisneros
A selection hyperheuristic guided by Thompson sampling for numerical optimization. GECCO Companion (2021)
Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Diego Oliva, Markus Wagner, Inkyung Sung, Mohamed El Yafrani
Saving computational budget in Bayesian network-based evolutionary algorithms. Nat. Comput. 20 (4) (2021)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen
MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression. EvoCOP (2021)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen
MATE: A Model-based Algorithm Tuning Engine. CoRR (2020)
Marcella S. R. Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders
Multi-layer local optima networks for the analysis of advanced local search-based algorithms. GECCO (2020)
Marcella Scoczynski Ribeiro Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders
Multi-layer local optima networks for the analysis of advanced local search-based algorithms. CoRR (2020)
Mohamed El Yafrani
A study of problems with multiple interdependent components - Part I. CoRR (2019)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Inkyung Sung, Markus Wagner, Diego Oliva
On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm. BRACIS (2019)
Mohamed El Yafrani, Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Inkyung Sung, Ricardo Lüders, Markus Wagner
On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms. CoRR (2019)
Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod
On the Performance of Multi-Objective Estimation of Distribution Algorithms for Combinatorial Problems. CEC (2018)
Mohamed El Yafrani, Belaïd Ahiod
Efficiently solving the Traveling Thief Problem using hill climbing and simulated annealing. Inf. Sci. 432 (2018)
Mohamed El Yafrani, Marcella S. R. Martins, Markus Wagner, Belaïd Ahiod, Myriam Regattieri Delgado, Ricardo Lüders
A hyperheuristic approach based on low-level heuristics for the travelling thief problem. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Mohcin Allaoui, Belaïd Ahiod, Mohamed El Yafrani
A hybrid crow search algorithm for solving the DNA fragment assembly problem. Expert Syst. Appl. 102 (2018)
Mohamed El Yafrani, Marcella S. R. Martins, Mehdi El Krari, Markus Wagner, Myriam Regattieri de Biase da Silva Delgado, Belaïd Ahiod, Ricardo Lüders
A fitness landscape analysis of the travelling thief problem. GECCO (2018)
Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems. CoRR (2018)
Mohamed El Yafrani, Shelvin Chand, Aneta Neumann, Belaïd Ahiod, Markus Wagner
Multi-objectiveness in the single-objective traveling thief problem. GECCO (Companion) (2017)
Mohamed El Yafrani, Belaïd Ahiod
A local search based approach for solving the Travelling Thief Problem: The pros and cons. Appl. Soft Comput. 52 (2017)
Mohamed El Yafrani, Belaïd Ahiod
Population-based vs. Single-solution Heuristics for the Travelling Thief Problem. GECCO (2016)
Mohamed El Yafrani, Belaïd Ahiod
Étude de Problèmes d'Optimisation Combinatoire à Multiples Composantes Interdépendantes. CoRR (2016)
Mohamed El Yafrani, Belaïd Ahiod
Cosolver2B: An Efficient Local Search Heuristic for the Travelling Thief Problem. CoRR (2016)
Mohamed El Yafrani, Belaïd Ahiod
Cosolver2B: An efficient local search heuristic for the Travelling Thief Problem. AICCSA (2015)