...Tiziana Ciano; Massimiliano Ferrara Purpose This paper aims to propose a novel approach for optimizing coalition formation in distributed co-working networks. Traditional multi-agent collaboration optimization methods often struggle to cope with the combinatorial complexity and dynamic nature...