Amylia Ait Saadi

Assistant Professor and Researcher in Computer Sciences
ESME

Overview of research area

The main current interests of Amylia Ait Saadi include Unmanned Aerial Vehicles, path planning, application of meta-heuristics for optimization problems, and Artificial Intelligence approaches.

Short biography

Amylia Ait Saadi is a PhD student in LIST Laboratory (University MHamed Bougara Boumerdes, Algeria) and LISV Laboratory (University of Paris-Saclay, France). She has a Master degree in Networks and Telecommunications from the University of Science and Technology Houari Boumediene (USTHB), Algeria that she obtained in 2019. She is currently working as an Assistant Professor at ESME engineering school, since September 2023.

Publications

• A. Ait Saadi, B. P. Bhuyan, and A. Ramdane-Cherif, Power consumption model for Unmanned Aerial Vehicles using Recurrent Neural Network techniques, Aerospace Science and Technology, accepted in December 2024.
• S. Yahia, S. M. Taleb, V. Loscri, and A. Ait Saadi, Dynamic 3D UAV Placement Optimization : ImprovedBonobo Optimizer for Enhanced Coverage and Communication, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2024), Valencia, Spain, September 2024.
• A. Ait Saadi, Y. Meraihi, A. Soukane, A. Ramdane-Cherif, A. Benmessaoud Gabis, and S. Yahia, An Enhanced White Shark Optimization Algorithm for Unmanned Aerial Vehicles Placement, Future Research Directions in Computational Intelligence, Springer.
• A. Ait Saadi, Y. Meraihi, A. Soukane, S. Yahia, A. Ramdane-Cherif, and A. Benmessaoud Gabis, An enhanced African Vulture Optimization Algorithm for solving the Unmanned Aerial Vehicles path planning problem, Computers and Electrical Engineering, Issue 110, pp. 108802, 2023.
• A. Ait Saadi, A. Soukane, Y. Meraihi, A. Benmessaoud Gabis, and A. Ramdane-Cherif, A Hybrid Improved Manta Ray Foraging Optimization With Tabu Search Algorithm for Solving the UAV Placement Problem in Smart Cities, IEEE Access, Issue 11, pp. 24315-24342, 2023.
• S. Mekhmoukh, Y. Meraihi, S. Yahia, A. Ait Saadi, A. Benmessaoud Gabis, and A. Ramdane-Cherif, Simulated Annealing for the UAV placement problem, 1st National Workshop on Wireless Network, Cloud Computing and Cryptography, Boumerdes, Algeria, April 2023.
• A. Ait Saadi, A. Soukane, Y. Meraihi, A. Benmessaoud Gabis, and A. Ramdane-Cherif, A novel hybrid chaotic Aquila optimization algorithm with simulated annealing for unmanned aerial vehicles path planning, Computers and Electrical Engineering, Issue 104, pp. 108461, 2022.
• A. Ait Saadi, A. Soukane, Y. Meraihi, A. Benmessaoud Gabis, S. Mirjalili, and A. Ramdane-Cherif, UAV path planning using optimization approaches: A survey, Archives of Computational Methods in Engineering, Issue 29, pp. 4233-4284, 2022.
• A. Ait Saadi, Y. Meraihi, A. Soukane, A. Ramdane-Cherif, A. Benmessaoud Gabis, and S. Mekhmoukh, Unmanned Aerial Vehicles Path Planning based on an enhanced Whale Optimization Algorithm, 3rd International conference on Machine Intelligence & Data Science Applications (MIDAS), pp. 103-117, Versailles, France, December 2022.

PhD of Electrical Engineering

• 2020-2023

  PhD in Telecommunications / Computer Science

  University of Boumerdes, Boumerdes, Algeria / University of Paris-Saclay, Versailles, France
• 2014-2019

  Master of Science in Network and Telecommunications

  USTHB, Algiers, Algeria

Assistant Professor in Electrical Engineering

• Since 2023

  Assistant Professor and Researcher in Computer Sciences

  ESME, Ivry-sur-Seine, France
• 2021

  Temporary Teacher

  USTHB, Algiers, Algeria
• 2020

  Temporary Teacher

  USTHB, Algiers, Algeria