63 citations · 186 across the 14 of their papers we have counts for
7 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…
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…
Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems
Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed +1
In this work, a new multiobjective optimization algorithm called multiobjective learner performance-based behavior algorithm is proposed. The proposed algorithm is based on the pro…
Dynamic Cat Swarm Optimization Algorithm for Backboard Wiring Problem
Aram Ahmed, Tarik A. Rashid, Soran Saeed
This paper presents a powerful swarm intelligence meta-heuristic optimization algorithm called Dynamic Cat Swarm Optimization. The formulation is through modifying the existing Cat…
Cat Swarm Optimization Algorithm -- A Survey and Performance Evaluation
Aram M. Ahmed, Tarik A. Rashid, Soran Ab. M. Saeed
This paper presents an in-depth survey and performance evaluation of the Cat Swarm Optimization (CSO) Algorithm. CSO is a robust and powerful metaheuristic swarm-based optimization…