This cluster of papers focuses on the optimization techniques, verification, and validation of simulation models, with an emphasis on agent-based modeling, parallel simulation systems, metamodeling, stochastic approximation, and discrete-event simulation. It also explores the use of sequential procedures in complex adaptive systems and addresses the challenges in modeling and simulation.