120 citations · 797 across the 32 of their papers we have counts for
12 papers · 1 filter
Multi-objective Cat Swarm Optimization Algorithm based on a Grid System
Aram M. Ahmed, Bryar A. Hassan, Tarik A. Rashid +4
This paper presents a multi-objective version of the Cat Swarm Optimization Algorithm called the Grid-based Multi-objective Cat Swarm Optimization Algorithm (GMOCSO). Convergence a…
Modified Bat Algorithm: A Newly Proposed Approach for Solving Complex and Real-World Problems
Shahla U. Umar, Tarik A. Rashid, Aram M. Ahmed +2
Bat Algorithm (BA) is a nature-inspired metaheuristic search algorithm designed to efficiently explore complex problem spaces and find near-optimal solutions. The algorithm is insp…
Modified-Improved Fitness Dependent Optimizer for Complex and Engineering Problems
Hozan K. Hamarashid, Bryar A. Hassan, Tarik A. Rashid
Fitness dependent optimizer (FDO) is considered one of the novel swarm intelligent algorithms. Recently, FDO has been enhanced several times to improve its capability. One of the i…
Equitable and Fair Performance Evaluation of Whale Optimization Algorithm
Bryar A. Hassan, Tarik A. Rashid, Aram Ahmed +7
It is essential that all algorithms are exhaustively, somewhat, and intelligently evaluated. Nonetheless, evaluating the effectiveness of optimization algorithms equitably and fair…
Balancing exploration and exploitation phases in whale optimization algorithm: an insightful and empirical analysis
Aram M. Ahmed, Tarik A. Rashid, Bryar A. Hassan +7
Agents of any metaheuristic algorithms are moving in two modes, namely exploration and exploitation. Obtaining robust results in any algorithm is strongly dependent on how to balan…
Fitness Dependent Optimizer with Neural Networks for COVID-19 patients
Maryam T. Abdulkhaleq, Tarik A. Rashid, Bryar A. Hassan +4
The Coronavirus, known as COVID-19, which appeared in 2019 in China, has significantly affected global health and become a huge burden on health institutions all over the world. Th…
Harmony Search: Current Studies and Uses on Healthcare Systems
Maryam T. Abdulkhaleq, Tarik A. Rashid, Abeer Alsadoon +13
One of the popular metaheuristic search algorithms is Harmony Search (HS). It has been verified that HS can find solutions to optimization problems due to its balanced exploratory…
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review
Bestan B. Maaroof, Tarik A. Rashid, Jaza M. Abdulla +5
Shuffled Frog Leaping Algorithm (SFLA) is one of the most widespread algorithms. It was developed by Eusuff and Lansey in 2006. SFLA is a population-based metaheuristic algorithm t…
A Novel Cluster Detection of COVID-19 Patients and Medical Disease Conditions Using Improved Evolutionary Clustering Algorithm Star
Bryar A. Hassan, Tarik A. Rashid, Hozan K. Hamarashid
With the increasing number of samples, the manual clustering of COVID-19 and medical disease data samples becomes time-consuming and requires highly skilled labour. Recently, sever…
Performance evaluation results of evolutionary clustering algorithm star for clustering heterogeneous datasets
Bryar A. Hassan, TarikA. Rashid, Seyedali Mirjalili
This article presents the data used to evaluate the performance of evolutionary clustering algorithm star (ECA*) compared to five traditional and modern clustering algorithms. Two…
CSCF: a chaotic sine cosine firefly Algorithm for practical application problems
Bryar A. Hassan
Recently, numerous meta-heuristic based approaches are deliberated to reduce the computational complexities of several existing approaches that include tricky derivations, very lar…
Operational Framework for Recent Advances in Backtracking Search Optimisation Algorithm: A Systematic Review and Performance Evaluation
Bryar A. Hassan, Tarik A. Rashid
The experiments conducted in previous studies demonstrated the successful performance of BSA and its non-sensitivity toward the several types of optimisation problems. This success…