3 papers
math.OC2026
Exploiting Structure with Anisotropic Consensus-Based Optimization
Sabrina Bonandin, Konstantin Riedl, Sara Veneruso
Anisotropic consensus-based optimization (CBO), a multi-agent metaheuristic derivative-free optimization method, which reliably finds global minima of nonsmooth and nonconvex objec…
math.OC2025
Strong Global Convergence of the Consensus-Based Optimization Algorithm
Sabrina Bonandin, Konstantin Riedl, Sara Veneruso
Consensus-based optimization (CBO) is a multi-agent metaheuristic derivative-free optimization algorithm that has proven to be capable of globally minimizing nonconvex nonsmooth fu…
math.OC2025
Micro-Macro Decomposition of Particle Swarm Optimization Methods
Michael Herty, Sara Veneruso
Solving non-convex minimization problems using multi-particle metaheuristic derivative-free optimization methods is still an active area of research. Popular methods are Particle S…