Reda Mohamed

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 41

Top Topics

Knapsack Problem

Optimization Algorithm

Reference Points

Simulated Annealing

Top Venues

Knowl. Based Syst.

Comput. Ind. Eng.

Expert Syst. Appl.

Publications

Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A comparative study. Expert Syst. Appl. 255 (2024)
Mohamed Abdel-Basset, Reda Mohamed, Safaa Saber, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
Binary metaheuristic algorithms for 0-1 knapsack problems: Performance analysis, hybrid variants, and real-world application. J. King Saud Univ. Comput. Inf. Sci. 36 (6) (2024)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed
Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism. Expert Syst. Appl. 245 (2024)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
An Efficient Binary Hybrid Equilibrium Algorithm for Binary Optimization Problems: Analysis, Validation, and Case Studies. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration. J. Big Data 11 (1) (2024)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
Crested Porcupine Optimizer: A new nature-inspired metaheuristic. Knowl. Based Syst. 284 (2024)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Abdelaziz Foul, Ibrahim A. Hameed
Multiobjective trajectory optimization algorithms for solving multi-UAV-assisted mobile edge computing problem. J. Cloud Comput. 13 (1) (2024)
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam, Kumudu S. Munasinghe, Abbas Jamalipour
A Multiobjective Optimization Algorithm for Safety and Optimality of 3-D Route Planning in UAV. IEEE Trans. Aerosp. Electron. Syst. 60 (3) (2024)
Mohamed Abdel-Basset, Reda Mohamed, Mohammed Jameel, Mohamed Abouhawwash
Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems. Knowl. Based Syst. 262 (2023)
Weiping Ding, Mohamed Abdel-Basset, Reda Mohamed
HAR-DeepConvLG: Hybrid deep learning-based model for human activity recognition in IoT applications. Inf. Sci. 646 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam
Performance Optimization and Comprehensive Analysis of Binary Nutcracker Optimization Algorithm: A Case Study of Feature Selection and Merkle-Hellman Knapsack Cryptosystem. Complex. 2023 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Doaa El-Shahat, Karam M. Sallam
An efficient hybrid optimization method for Fuzzy Flexible Job-Shop Scheduling Problem: Steady-state performance and analysis. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Weiping Ding, Mohamed Abdel-Basset, Reda Mohamed
DeepAK-IoT: An effective deep learning model for cyberattack detection in IoT networks. Inf. Sci. 634 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Laila Abdel-Fatah, Marwa Sharawi, Karam M. Sallam
Improved Metaheuristic Algorithms for Optimal Parameters Selection of Proton Exchange Membrane Fuel Cells: A Comparative Study. IEEE Access 11 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam
Multi-objective task scheduling method for cyber-physical-social systems in fog computing. Knowl. Based Syst. 280 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Shaimaa A. Abdel Azeem, Mohammed Jameel, Mohamed Abouhawwash
Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler's laws of planetary motion. Knowl. Based Syst. 268 (2023)
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ahmad M. Alshamrani, Ibrahim A. Hameed
Optimizing jointly mining decision and resource allocation in a MEC-enabled blockchain networks. J. King Saud Univ. Comput. Inf. Sci. 35 (9) (2023)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash, Sameh S. Askar, Alshaimaa A. Tantawy
An Efficient Multilevel Threshold Segmentation Method for Breast Cancer Imaging Based on Metaheuristics Algorithms: Analysis and Validations. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Mohamed Abdel-Basset, Reda Mohamed, Mohammed Jameel, Mohamed Abouhawwash
Spider wasp optimizer: a novel meta-heuristic optimization algorithm. Artif. Intell. Rev. 56 (10) (2023)
Mohamed Abdel-Basset, Reda Mohamed, Osama M. Elkomy
Knapsack Cipher-based metaheuristic optimization algorithms for cryptanalysis in blockchain-enabled internet of things systems. Ad Hoc Networks 128 (2022)
Mohamed Abdel-Basset, Reda Mohamed, Nabil M. Abdel-Aziz, Mohamed Abouhawwash
HWOA: A hybrid whale optimization algorithm with a novel local minima avoidance method for multi-level thresholding color image segmentation. Expert Syst. Appl. 190 (2022)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
A new fusion of whale optimizer algorithm with Kapur's entropy for multi-threshold image segmentation: analysis and validations. Artif. Intell. Rev. 55 (8) (2022)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
Hybrid marine predators algorithm for image segmentation: analysis and validations. Artif. Intell. Rev. 55 (4) (2022)
Mohamed Abdel-Basset, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash
Recent metaheuristic algorithms with genetic operators for high-dimensional knapsack instances: A comparative study. Comput. Ind. Eng. 166 (2022)
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan
BSMA: A novel metaheuristic algorithm for multi-dimensional knapsack problems: Method and comprehensive analysis. Comput. Ind. Eng. 159 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash, Ripon K. Chakrabortty, Michael J. Ryan
EA-MSCA: An effective energy-aware multi-objective modified sine-cosine algorithm for real-time task scheduling in multiprocessor systems: Methods and analysis. Expert Syst. Appl. 173 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
Balanced multi-objective optimization algorithm using improvement based reference points approach. Swarm Evol. Comput. 60 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Elhoseny, Ali Kashif Bashir, Alireza Jolfaei, Neeraj Kumar
Energy-Aware Marine Predators Algorithm for Task Scheduling in IoT-Based Fog Computing Applications. IEEE Trans. Ind. Informatics 17 (7) (2021)
Mohamed Abdel-Basset, Victor Chang, Reda Mohamed
A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems. Neural Comput. Appl. 33 (17) (2021)
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems. Comput. Ind. Eng. 151 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems. Knowl. Based Syst. 212 (2021)
Mohamed Abdel-Basset, Nour Moustafa, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash
Multi-Objective Task Scheduling Approach for Fog Computing. IEEE Access 9 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
New binary marine predators optimization algorithms for 0-1 knapsack problems. Comput. Ind. Eng. 151 (2021)
Mohamed Abdel-Basset, Karam M. Sallam, Reda Mohamed, Ibrahim Elgendi, Kumudu S. Munasinghe, Osama M. Elkomy
An Improved Binary Grey-Wolf Optimizer With Simulated Annealing for Feature Selection. IEEE Access 9 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection. Comput. Ind. Eng. 153 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon Kumar Chakrabortty, Michael J. Ryan
MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation dominance strategy. Knowl. Based Syst. 214 (2021)
Mohamed Abdel-Basset, Reda Mohamed, Ripon K. Chakrabortty, Michael J. Ryan
IEGA: An improved elitism-based genetic algorithm for task scheduling problem in fog computing. Int. J. Intell. Syst. 36 (9) (2021)
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon K. Chakrabortty, Michael J. Ryan
An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations. IEEE Access 9 (2021)
Mohamed Abdel-Basset, Victor Chang, Reda Mohamed
HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images. Appl. Soft Comput. 95 (2020)
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan
An Efficient-Assembler Whale Optimization Algorithm for DNA Fragment Assembly Problem: Analysis and Validations. IEEE Access 8 (2020)
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Elhoseny, Ripon Kumar Chakrabortty, Michael J. Ryan
A Hybrid COVID-19 Detection Model Using an Improved Marine Predators Algorithm and a Ranking-Based Diversity Reduction Strategy. IEEE Access 8 (2020)