Mohamed El Yafrani

28 papers A 3B 2C 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Trustworthiness analysis of heuristic routing algorithm with special constraints for autonomous vehicles in surveillance and coverage operations.
Int. J. Syst. Sci.
Deniz Kenan Kiliç, Peter Nielsen, Fabian Miehe, Mohamed El Yafrani
2023 J jnl
A Scheduling Solution for Robotic Arm-Based Batching Systems with Multiple Conveyor Belts.
Algorithms
Kasper Gaj Nielsen, Inkyung Sung, Mohamed El Yafrani, Deniz Kenan Kiliç, Peter Nielsen
2023 J jnl
A regression analysis of the impact of routing and packing dependencies on the expected runtime.
Soft Comput.
Mohamed El Yafrani, Marcella Scoczynski, Markus Wagner, Peter Nielsen
2022 J jnl
A GRASP-Based Approach for Planning UAV-Assisted Search and Rescue Missions.
Sensors
Casper Bak Pedersen, Kasper Gaj Nielsen, Kasper Rosenkrands, Alex Elkjær Vasegaard, Peter Nielsen, Mohamed El Yafrani
2022 J jnl
On the Fitness Landscapes of Interdependency Models in the Travelling Thief Problem.
CoRR
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner
2022 — conf
On the fitness landscapes of interdependency models in the travelling thief problem.
GECCO Companion
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner
2021 — conf
A selection hyperheuristic guided by Thompson sampling for numerical optimization.
GECCO Companion
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
2021 J jnl
Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape.
J. Heuristics
Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod
2021 B conf
MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression.
EvoCOP
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen
2021 J jnl
Saving computational budget in Bayesian network-based evolutionary algorithms.
Nat. Comput.
Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Diego Oliva, Markus Wagner, Inkyung Sung, Mohamed El Yafrani
2020 J jnl
MATE: A Model-based Algorithm Tuning Engine.
CoRR
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen
2020 A conf
Multi-layer local optima networks for the analysis of advanced local search-based algorithms.
GECCO
Marcella S. R. Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders
2020 J jnl
Multi-layer local optima networks for the analysis of advanced local search-based algorithms.
CoRR
Marcella Scoczynski Ribeiro Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders
2019 J jnl
A study of problems with multiple interdependent components - Part I.
CoRR
Mohamed El Yafrani
2019 — conf
On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm.
BRACIS
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Inkyung Sung, Markus Wagner, Diego Oliva
2019 J jnl
On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms.
CoRR
Mohamed El Yafrani, Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Inkyung Sung, Ricardo Lüders, Markus Wagner
2018 A conf
A fitness landscape analysis of the travelling thief problem.
GECCO
Mohamed El Yafrani, Marcella S. R. Martins, Mehdi El Krari, Markus Wagner, Myriam Regattieri de Biase da Silva Delgado, Belaïd Ahiod, Ricardo Lüders
2018 J jnl
A hybrid crow search algorithm for solving the DNA fragment assembly problem.
Expert Syst. Appl.
Mohcin Allaoui, Belaïd Ahiod, Mohamed El Yafrani
2018 J jnl
A hyperheuristic approach based on low-level heuristics for the travelling thief problem.
Genet. Program. Evolvable Mach.
Mohamed El Yafrani, Marcella S. R. Martins, Markus Wagner, Belaïd Ahiod, Myriam Regattieri Delgado, Ricardo Lüders
2018 J jnl
Efficiently solving the Traveling Thief Problem using hill climbing and simulated annealing.
Inf. Sci.
Mohamed El Yafrani, Belaïd Ahiod
2018 B conf
On the Performance of Multi-Objective Estimation of Distribution Algorithms for Combinatorial Problems.
CEC
Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod
2018 J jnl
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems.
CoRR
Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod
2017 J jnl
A local search based approach for solving the Travelling Thief Problem: The pros and cons.
Appl. Soft Comput.
Mohamed El Yafrani, Belaïd Ahiod
2017 — conf
Multi-objectiveness in the single-objective traveling thief problem.
GECCO (Companion)
Mohamed El Yafrani, Shelvin Chand, Aneta Neumann, Belaïd Ahiod, Markus Wagner
2016 J jnl
Cosolver2B: An Efficient Local Search Heuristic for the Travelling Thief Problem.
CoRR
Mohamed El Yafrani, Belaïd Ahiod
2016 A conf
Population-based vs. Single-solution Heuristics for the Travelling Thief Problem.
GECCO
Mohamed El Yafrani, Belaïd Ahiod
2016 J jnl
Étude de Problèmes d'Optimisation Combinatoire à Multiples Composantes Interdépendantes.
CoRR
Mohamed El Yafrani, Belaïd Ahiod
2015 C conf
Cosolver2B: An efficient local search heuristic for the Travelling Thief Problem.
AICCSA
Mohamed El Yafrani, Belaïd Ahiod