The main focus of this e-book is to present recent developments and applications concerning global optimization with AI techniques for Logistics and Supply Chain Management (SCM). The papers selected comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds covering evolution algorithms for supply chain inventory planning; flexible order picking systems; hybrid Petri nets models; transportation systems; supply chain costing models; stochastic modeling with genetic algorithms; and scheduling models.