Yazar "Topçuoğlu, Haluk Rahmi" için listeleme
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Memory-Assisted Dynamic Multi-Objective Evolutionary Algorithm for Feature Drift Problem
Sahmoud, Shaaban; Topçuoğlu, Haluk Rahmi (IEEE, 2020)In this paper, we propose an enhanced feature selection algorithm able to cope with feature drift problem that may occur in data streams, where the set of relevant features change over time. We utilize a dynamic ... -
A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems
Karkazan, Kalthoum; Topçuoğlu, Haluk Rahmi; Sahmoud, Shaaban (Springer, 2023)The mechanism for reacting to the changes in an environ- ment when detected is the key issue that distinguishes various algorithms proposed for dynamic multi-objective optimization problems (DMOPs). The severity of ... -
A Vector Autoregression-Based Algorithm for Dynamic Many-Objective Optimization Problems
Karkazan, Kalthoum; Topçuoğlu, Haluk Rahmi; Shaaban, Sahmoud (Scitepress, 2024)Dynamic Many-Objective Optimization Problems (DMaOPs) represent a significant challenge due to their inherent dynamism and the presence of a large number of objectives. In addressing this complexity, this paper proposes ...
