313 citations · 764 across the 53 of their papers we have counts for
4 papers · 1 filter
An Adaptive Metaheuristic Framework for Changing Environments
Bestoun S. Ahmed
The rapidly changing landscapes of modern optimization problems require algorithms that can be adapted in real-time. This paper introduces an Adaptive Metaheuristic Framework (AMF)…
Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework
Manal Rahal, Bestoun S. Ahmed, Jorgen Samuelsson
Creating resilient machine learning (ML) systems has become necessary to ensure production-ready ML systems that acquire user confidence seamlessly. The quality of the input data a…
Hybrid Henry Gas Solubility Optimization Algorithm with Dynamic Cluster-to-Algorithm Mapping for Search-based Software Engineering Problems
Kamal Z. Zamli, Md. Abdul Kader, Saiful Azad +1
This paper discusses a new variant of the Henry Gas Solubility Optimization (HGSO) Algorithm, called Hybrid HGSO (HHGSO). Unlike its predecessor, HHGSO allows multiple clusters ser…
A Hybrid Q-Learning Sine-Cosine-based Strategy for Addressing the Combinatorial Test Suite Minimization Problem
Kamal Z. Zamli, Fakhrud Din, Bestoun S. Ahmed +1
The sine-cosine algorithm (SCA) is a new population-based meta-heuristic algorithm. In addition to exploiting sine and cosine functions to perform local and global searches (hence…