What distinguishes constructive simulations from live simulations?

Constructive simulations are characterized by their reliance on models and algorithms to generate outcomes, which can be human or computer-controlled. This key feature distinguishes them from live simulations, where real people interact in real environments. The control aspect in constructive simulations allows users to manipulate variables and scenarios in a systematic manner, enabling an extensive exploration of various outcomes and conditions without the constraints of a physical environment.

The use of automated means can enhance the fidelity and scalability of the simulation, allowing for complex interactions that would be difficult or impossible to achieve in live scenarios. This makes constructive simulations versatile for training, planning, and analysis across various fields, including military and emergency response environments, where replicating real-life situations might be too unsafe or impractical.