Swarm-based optimization with jumps: a kinetic BGK framework and convergence analysis

Giacomo Borghi, Hyesung Im, Lorenzo Pareschi

Metaheuristic algorithms are powerful tools for global optimization, particularly for non-convex and non-differentiable problems where exact methods are often impractical. Particle…