1 citations · 3 across the 10 of their papers we have counts for
3 papers · 1 filter
Consensus-based optimization with -stable jump processes
Pedro Aceves-Sanchez, Giacomo Albi, Federica Ferrarese +1
In this paper, we introduce a CBO method that incorporates jumps driven by an -stable stochastic process within a kinetic framework. This approach naturally induces nonlocal sto…
Kinetic based optimization enhanced by genetic dynamics
Giacomo Albi, Federica Ferrarese, Claudia Totzeck
We propose and analyse a variant of the recently introduced kinetic based optimization method that incorporates ideas like survival-of-the-fittest and mutation strategies well-know…
Optimized leaders strategies for crowd evacuation in unknown environments with multiple exits
Giacomo Albi, Federica Ferrarese, Chiara Segala
In this chapter, we discuss the mathematical modeling of egressing pedestrians in an unknown environment with multiple exits. We investigate different control problems to enhance t…