In the era of Big Data analytics and complex scientific phenomena modeling, optimization lies at the heart of extracting meaningful insights. Meet LASCADO – a cutting-edge project poised to tackle the challenges of large dimensions, massive datasets, and noisy environments. By leveraging state-of-the-art algorithms and innovative adaptations of classical optimization concepts, we aim to push the boundaries of theoretical understanding and computational efficiency.