Image Classification using Particle Swarm Optimization. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (SEAL, 2002)

Class-prioritized compression of multispectral imagery data. - John A. Saghri; Andrew G. Tescher; Mahamed G. H. Omran (J. Electronic Imaging, 2002)

Differential evolution methods for unsupervised image classification. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Congress on Evolutionary Computation, 2005)

Self-adaptive Differential Evolution. - Mahamed G. H. Omran; Ayed A. Salman; Andries P. Engelbrecht (CIS (1), 2005)

Particle swarm optimization method for image clustering. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Int. J. Pattern Recognit. Artif. Intell., 2005)

A Color Image Quantization Algorithm Based on Particle Swarm Optimization. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Informatica (Slovenia), 2005)

Using the Ring Neighborhood Topology with Self-adaptive Differential Evolution. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (ICNC (1), 2006)

Dynamic clustering using particle swarm optimization with application in image segmentation. - Mahamed G. H. Omran; Ayed A. Salman; Andries P. Engelbrecht (Pattern Anal. Appl., 2006)

Particle Swarm Optimization for Pattern Recognition and Image Processing. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Swarm Intelligence in Data Mining, 2006)

Barebones particle swarm methods for unsupervised image classification. - Mahamed G. H. Omran; Salah Al-Sharhan (IEEE Congress on Evolutionary Computation, 2007)

Differential evolution for integer programming problems. - Mahamed G. H. Omran; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2007)

Self-adaptive barebones differential evolution. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (IEEE Congress on Evolutionary Computation, 2007)

Differential Evolution Based Particle Swarm Optimization. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (SIS, 2007)

Barebones Particle Swarm for Integer Programming Problems. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (SIS, 2007)

Empirical analysis of self-adaptive differential evolution. - Ayed A. Salman; Andries P. Engelbrecht; Mahamed G. H. Omran (Eur. J. Oper. Res., 2007)

An overview of clustering methods. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Intell. Data Anal., 2007)

Using opposition-based learning to improve the performance of particle swarm optimization. - Mahamed G. H. Omran; Salah Al-Sharhan (SIS, 2008)

Global-best harmony search. - Mahamed G. H. Omran; Mehrdad Mahdavi (Appl. Math. Comput., 2008)

Free Search Differential Evolution. - Mahamed G. H. Omran; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2009)

Bare bones differential evolution. - Mahamed G. H. Omran; Andries P. Engelbrecht; Ayed A. Salman (Eur. J. Oper. Res., 2009)

Improving the Performance of CODEQ using Quadratic Interpolation. - Mahamed G. H. Omran; Ayed A. Salman (ICAART (1), 2010)

Frequency assignment problem in satellite communications using differential evolution. - Ayed A. Salman; Imtiaz Ahmad; Mahamed G. H. Omran; Mohammad Gh. Mohammad (Comput. Oper. Res., 2010)

Using CODEQ to Train Feed-forward Neural Networks - Mahamed G. H. Omran; Faisal al-Adwani (CoRR, 2010)

CODEQ: an effective metaheuristic for continuous global optimisation. - Mahamed G. H. Omran (Int. J. Metaheuristics, 2010)

The AID Method for Global Optimization. - Mahamed G. H. Omran; Fred W. Glover (Algorithmic Oper. Res., 2011)

Improving the performance of harmony search using opposition-based learning and quadratic interpolation. - Mahamed G. H. Omran; Zong Woo Geem; Ayed A. Salman (Int. J. Math. Model. Numer. Optimisation, 2011)

Probabilistic Stochastic Diffusion Search. - Mahamed G. H. Omran; Ayed A. Salman (ANTS, 2012)

Probabilistic Harmony Search. - Mahamed G. H. Omran; Ayed A. Salman; Salah Al-Sharhan; Fadi Deeb (Int. J. Appl. Metaheuristic Comput., 2012)

A parameter-free barebones particle swarm algorithm for unsupervised pattern classification. - Salah Al-Sharhan; Mahamed G. H. Omran (Int. J. Hybrid Intell. Syst., 2012)

Studying the effect of using low-discrepancy sequences to initialize population-based optimization algorithms. - Mahamed G. H. Omran; Salah Al-Sharhan; Ayed A. Salman; Maurice Clerc (Comput. Optim. Appl., 2013)

Gaussian Bare-Bones Differential Evolution. - Hui Wang 002; Shahryar Rahnamayan; Hui Sun 001; Mahamed G. H. Omran (IEEE Trans. Cybern., 2013)

A Fuzzy-Controlled Comprehensive Learning Particle Swarm Optimizer. - Mahamed G. H. Omran; Maurice Clerc; Ayed A. Salman; Salah Al-Sharhan (ICSIBO, 2014)

Linearized biogeography-based optimization with re-initialization and local search. - Dan Simon; Mahamed G. H. Omran; Maurice Clerc (Inf. Sci., 2014)

A metaheuristic algorithm to solve satellite broadcast scheduling problem. - Ayed A. Salman; Imtiaz Ahmad; Mahamed G. H. Omran (Inf. Sci., 2015)

Adaptive probabilistic harmony search for binary optimization problems. - Ayed A. Salman; Mahamed G. H. Omran; Imtiaz Ahmad (Memetic Comput., 2015)

A novel cultural algorithm for real-parameter optimization. - Mahamed G. H. Omran (Int. J. Comput. Math., 2016)

An Adaptive Population-based Simplex Method for Continuous Optimization. - Mahamed G. H. Omran; Maurice Clerc (Int. J. Swarm Intell. Res., 2016)

Improving the performance of comprehensive learning particle swarm optimizer. - Ayed A. Salman; Mahamed G. H. Omran; Maurice Clerc; Salah Al-Sharhan (J. Intell. Fuzzy Syst., 2016)

Adaptive pattern search for large-scale optimization. - Vincent Gardeux; Mahamed G. H. Omran; Rachid Chelouah; Patrick Siarry; Fred W. Glover (Appl. Intell., 2017)

APS 9: an improved adaptive population-based simplex method for real-world engineering optimization problems. - Mahamed G. H. Omran; Maurice Clerc (Appl. Intell., 2018)

An enhanced symbiosis organisms search algorithm: an empirical study. - Salah Al-Sharhan; Mahamed G. H. Omran (Neural Comput. Appl., 2018)

A modified Intellects-Masses Optimizer for solving real-world optimization problems. - Mahamed G. H. Omran; Salah Al-Sharhan; Maurice Clerc (Swarm Evol. Comput., 2018)

Improved continuous Ant Colony Optimization algorithms for real-world engineering optimization problems. - Mahamed G. H. Omran; Salah Al-Sharhan (Eng. Appl. Artif. Intell., 2019)

An improved Jaya optimization algorithm with ring topology and population size reduction. - Mahamed G. H. Omran; Giovanni Iacca (J. Intell. Syst., 2022)

Laplace's rule of succession: a simple and efficient way to compare metaheuristics. - Mahamed Ghasib Hussein Omran; Maurice Clerc (Neural Comput. Appl., 2023)

An improved two-archive artificial bee colony algorithm for many-objective optimization. - Tingyu Ye; Hui Wang 002; Tao Zeng; Mahamed G. H. Omran; Feng Wang 048; Zhihua Cui; Jia Zhao 001 (Expert Syst. Appl., 2024)

Empirical analysis and improvement of the PSO-sono optimization algorithm. - Mahamed G. H. Omran; Hui Wang 002; Mohammad Alaskandarani (RAIRO Oper. Res., 2025)