The fifteenth lecture takes place on the 28th of February 2024 at 4:30 PM (CET), virtually. The zoom link to attend the lecture is: https://universiteitleiden.zoom.us ...
Share on LinkedIn Share on Bluesky Share on Facebook Share on Twitter/X Most, if not all, real-world problems contain dependencies between its variables. When performing variation, accounting for ...
Multi-objective optimisation using evolutionary algorithms constitutes a powerful computational framework that addresses complex problems involving conflicting objectives. By emulating natural ...
Abstract: Balancing optimality and robustness is the key to solving expensive robust multiobjective optimization problems (ExRMOPs) by evolutionary algorithms. However, existing studies usually design ...
At the intersection of neuroscience and artificial intelligence (AI) is an alternative approach to deep learning. Evolutionary algorithms (EA) are a subset of evolutionary computation—algorithms that ...
Abstract: Over the past decades, extensive research has been conducted on adversarial attacks and defense mechanisms in deep learning, particularly in real-world applications such as autonomous ...
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