Reda Mohamed

Orcid: 0000-0002-1903-4062

According to our database1, Reda Mohamed authored at least 44 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Artificial intelligence-based optimization techniques for optimal reactive power dispatch problem: a contemporary survey, experiments, and analysis.
Artif. Intell. Rev., January, 2025

2024
Multiobjective trajectory optimization algorithms for solving multi-UAV-assisted mobile edge computing problem.
J. Cloud Comput., December, 2024

CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration.
J. Big Data, December, 2024

An Efficient Binary Hybrid Equilibrium Algorithm for Binary Optimization Problems: Analysis, Validation, and Case Studies.
Int. J. Comput. Intell. Syst., December, 2024

An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation.
Evol. Syst., December, 2024

A Multiobjective Optimization Algorithm for Safety and Optimality of 3-D Route Planning in UAV.
IEEE Trans. Aerosp. Electron. Syst., June, 2024

Energy-efficient trajectory optimization algorithm based on K-medoids clustering and gradient-based optimizer for multi-UAV-assisted mobile edge computing systems.
Sustain. Comput. Informatics Syst., 2024

Crested Porcupine Optimizer: A new nature-inspired metaheuristic.
Knowl. Based Syst., 2024

Binary metaheuristic algorithms for 0-1 knapsack problems: Performance analysis, hybrid variants, and real-world application.
J. King Saud Univ. Comput. Inf. Sci., 2024

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., 2024

Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism.
Expert Syst. Appl., 2024

2023
Multi-objective task scheduling method for cyber-physical-social systems in fog computing.
Knowl. Based Syst., November, 2023

Optimizing jointly mining decision and resource allocation in a MEC-enabled blockchain networks.
J. King Saud Univ. Comput. Inf. Sci., October, 2023

HAR-DeepConvLG: Hybrid deep learning-based model for human activity recognition in IoT applications.
Inf. Sci., October, 2023

Spider wasp optimizer: a novel meta-heuristic optimization algorithm.
Artif. Intell. Rev., October, 2023

DeepAK-IoT: An effective deep learning model for cyberattack detection in IoT networks.
Inf. Sci., July, 2023

Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems.
Knowl. Based Syst., February, 2023

Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler's laws of planetary motion.
Knowl. Based Syst., 2023

An Efficient Multilevel Threshold Segmentation Method for Breast Cancer Imaging Based on Metaheuristics Algorithms: Analysis and Validations.
Int. J. Comput. Intell. Syst., 2023

An efficient hybrid optimization method for Fuzzy Flexible Job-Shop Scheduling Problem: Steady-state performance and analysis.
Eng. Appl. Artif. Intell., 2023

Performance Optimization and Comprehensive Analysis of Binary Nutcracker Optimization Algorithm: A Case Study of Feature Selection and Merkle-Hellman Knapsack Cryptosystem.
Complex., 2023

Improved Metaheuristic Algorithms for Optimal Parameters Selection of Proton Exchange Membrane Fuel Cells: A Comparative Study.
IEEE Access, 2023

2022
HWOA: A hybrid whale optimization algorithm with a novel local minima avoidance method for multi-level thresholding color image segmentation.
Expert Syst. Appl., 2022

Recent metaheuristic algorithms with genetic operators for high-dimensional knapsack instances: A comparative study.
Comput. Ind. Eng., 2022

A new fusion of whale optimizer algorithm with Kapur's entropy for multi-threshold image segmentation: analysis and validations.
Artif. Intell. Rev., 2022

Hybrid marine predators algorithm for image segmentation: analysis and validations.
Artif. Intell. Rev., 2022

Knapsack Cipher-based metaheuristic optimization algorithms for cryptanalysis in blockchain-enabled internet of things systems.
Ad Hoc Networks, 2022

2021
Energy-Aware Marine Predators Algorithm for Task Scheduling in IoT-Based Fog Computing Applications.
IEEE Trans. Ind. Informatics, 2021

Balanced multi-objective optimization algorithm using improvement based reference points approach.
Swarm Evol. Comput., 2021

A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems.
Neural Comput. Appl., 2021

MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation​ dominance strategy.
Knowl. Based Syst., 2021

A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems.
Knowl. Based Syst., 2021

IEGA: An improved elitism-based genetic algorithm for task scheduling problem in fog computing.
Int. J. Intell. Syst., 2021

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., 2021

BSMA: A novel metaheuristic algorithm for multi-dimensional knapsack problems: Method and comprehensive analysis.
Comput. Ind. Eng., 2021

A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems.
Comput. Ind. Eng., 2021

An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection.
Comput. Ind. Eng., 2021

New binary marine predators optimization algorithms for 0-1 knapsack problems.
Comput. Ind. Eng., 2021

An Improved Binary Grey-Wolf Optimizer With Simulated Annealing for Feature Selection.
IEEE Access, 2021

Multi-Objective Task Scheduling Approach for Fog Computing.
IEEE Access, 2021

An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations.
IEEE Access, 2021

2020
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., 2020

An Efficient-Assembler Whale Optimization Algorithm for DNA Fragment Assembly Problem: Analysis and Validations.
IEEE Access, 2020

A Hybrid COVID-19 Detection Model Using an Improved Marine Predators Algorithm and a Ranking-Based Diversity Reduction Strategy.
IEEE Access, 2020


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