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R

Reda Mohamed

Faculty of Computers and Informatics

33H-index
113Paper Count
4.9KCitation Count
Published Papers 48
Publication Date
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Robust metaheuristic algorithms with sequential replacement-improved dynamic population for optimizing energy consumption in a UAV-empowered IoT data collection system
errJournal of Big Data
IF6.4
err2025-12-10
err0
errOAAI
errDina A. Elmanakhly; Alia A. Othman; Reda Mohamed; Mohamed Abdel-Basset
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errSave
An artificial intelligence-based approach empowered by signal decomposition for short-term forecasting of energy consumption in non-residential buildings
errEnvironment, Development and Sustainability
IF0
err2025-11-29
err0
PREAI
errReda Mohamed; Ibrahim Alrashdi; Karam M. Sallam; Mohamed Abdel-Basset
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errSave
Transfer function-guided mixed-variable optimization for joint mining decisions and resource allocation in mobile edge computing-integrated blockchain networks
errAd Hoc Networks
IF4.8
err2025-11-07
err0
PREAI
errMohamed Abdel-Basset; Reda Mohamed; Karam M. Sallam; Saber Elsayed
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errSave
An enhanced LSHADE-based algorithm for global and constrained optimization in applied mechanics and power flow problems
errSwarm and Evolutionary Computation
IF8.5
err2025-06-28
err0
PREAI
errKaram M. Sallam; Ibrahim Alrashdi; Reda Mohamed; Mohamed Abdel-Basset
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errSave
Efficient algorithms for optimal path planning of unmanned aerial vehicles in complex three-dimensional environments
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-05-01
err0
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Sallam, Karam M.
errShare
errSave
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis
errJOURNAL OF BIG DATA
IF6.4
err2025-01-28
err0
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Sallam, Karam M.; Hameed, Ibrahim A.
errShare
errSave
Intelligent Joint Optimization of Deployment and Task Scheduling for Mobile Users in Multi-UAV-Assisted MEC System
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2025-01-27
err0
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Salam, Amira; Sallam, Karam M.; Hezam, Ibrahim M.; Radwan, Ibrahim
errShare
errSave
Optimizing Wind farm layout using a one-by-one replacement mechanism-incorporated gradient-based optimizer
errENERGY
IF9.4
err2025-01-01
err1
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Hezam, Ibrahim M.; Slowik, Adam
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errSave
Energy-efficient trajectory optimization algorithm based on K-medoids clustering and gradient-based optimizer for multi-UAV-assisted mobile edge computing systems
errSUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS
IF5.7
err2024-12-01
err0
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; El-Shahat, Doaa; Sallam, Karam M.; Hezam, Ibrahim M.; AbdelAziz, Nabil M.
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errSave
Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A comparative study
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err2
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Hezam, Ibrahim M.; Sallam, Karam M.; Hameed, Ibrahim A.
errShare
errSave
An improved nutcracker optimization algorithm for discrete and continuous optimization problems: Design, comprehensive analysis, and engineering applications
errHELIYON
IF3.6
err2024-09-01
err0
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Hezam, Ibrahim M.; Sallam, Karam M.; Hameed, Ibrahim A.
errShare
errSave
Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err4
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Alrashdi, Ibrahim; Sallam, Karam M.; Hameed, Ibrahim A.
errShare
errSave
Novel hybrid kepler optimization algorithm for parameter estimation of photovoltaic modules
errSCIENTIFIC REPORTS
IF3.9
err2024-02-11
err22
errOAAI
errMohamed, Reda; Abdel-Basset, Mohamed; Sallam, Karam M.; Hezam, Ibrahim M.; Alshamrani, Ahmad M.; Hameed, Ibrahim A.
errShare
errSave
Multiobjective trajectory optimization algorithms for solving multi-UAV-assisted mobile edge computing problem
errJOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS
IF4.3
err2024-02-07
err1
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Hezam, Ibrahim M.; Sallam, Karam M.; Foul, Abdelaziz; Hameed, Ibrahim A.
errShare
errSave
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration
errJOURNAL OF BIG DATA
IF6.4
err2024-01-10
err6
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Alrashdi, Ibrahim; Sallam, Karam M.; Hameed, Ibrahim A.
errShare
errSave
Crested Porcupine Optimizer: A new nature-inspired metaheuristic
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-01-01
err69
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Abouhawwash, Mohamed
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errSave
A novel binary Kepler optimization algorithm for 0-1 knapsack problems: Methods and applications
errALEXANDRIA ENGINEERING JOURNAL
IF6.8
err2023-11-01
err10
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Hezam, Ibrahim M.; Sallam, Karam M.; Alshamrani, Ahmad M.; Hameed, Ibrahim A.
errShare
errSave
Multi-objective task scheduling method for cyber-physical-social systems in fog computing
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-11-01
err5
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Sallam, Karam M.; Hezam, Ibrahim M.
errShare
errSave
Mantis Search Algorithm: A novel bio-inspired algorithm for global optimization and engineering design problems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-10-01
err50
PREAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Zidan, Mahinda; Jameel, Mohammed; Abouhawwash, Mohamed
errShare
errSave
Developments on metaheuristic-based optimization for numerical and engineering optimization problems: Analysis, design, validation, and applications
errALEXANDRIA ENGINEERING JOURNAL
IF6.8
err2023-09-01
err13
errOAAI
errAbdel-Basset, Mohamed; Mohamed, Reda; Jasser, Muhammed Basheer; Hezam, Ibrahim M.; Sallam, Karam M.; Mohamed, Ali Wagdy
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errSave

Research Directions

No research directions
Co-authors
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Seyedali Mirjalili
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Victor Chang
H-index: 80 · Papers: 640
M
Mohamed Elhoseny
H-index: 76 · Papers: 405
M
Mohamed Abdel‐Basset
H-index: 69 · Papers: 391
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