3 papers
cs.CV2026
EvoIQA - Explaining Image Distortions with Evolved White-Box Logic
Ruchika Gupta, Illya Bakurov, Nathan Haut +1
Traditional Image Quality Assessment (IQA) metrics typically fall into one of two extremes: rigid, hand-crafted mathematical models or "black-box" deep learning architectures that…
cs.NE2025
Node Preservation and its Effect on Crossover in Cartesian Genetic Programming
Mark Kocherovsky, Illya Bakurov, Wolfgang Banzhaf
While crossover is a critical and often indispensable component in other forms of Genetic Programming, such as Linear- and Tree-based, it has consistently been claimed that it dete…
nucl-th2025
Genetic Programming for the Nuclear Many-Body Problem: a Guide
Illya Bakurov, Pablo Giuliani, Kyle Godbey +3
Genetic Programming is an evolutionary algorithm that generates computer programs, or mathematical expressions, to solve complex problems. In this Guide, we demonstrate how to use…