학술논문

The effects of time advance mechanism on simple agent behaviors in combat simulations
Document Type
Conference
Source
Proceedings of the 2011 Winter Simulation Conference (WSC) Simulation Conference (WSC), Proceedings of the 2011 Winter. :2426-2437 Dec, 2011
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
Adaptation models
Mathematical model
Discrete event simulation
Context modeling
Accuracy
Numerical models
Firing
Language
ISSN
0891-7736
1558-4305
Abstract
We investigate the effects of time advance mechanisms on the behavior of agents in combat simulations using some simple scenarios relevant to combat and agent-based models. We implement these simulation designs in two modeling packages that illustrate the differences between discrete-time simulation (DTS) and discrete-event simulation (DES) methodologies. Many combat models use DTS as their simulation time advance mechanism. We demonstrate that the presence and size of the time step as a modeling component can have a substantial impact on the basic characteristics of agent and simulation performance. We show that the use of a DTS method can degrade the modeling accuracy of changes in agent sensor range and detection outcomes, and also can compromise the ability of agents to travel to specific target destinations in a spatial simulation environment. We conclude that DES methodology successfully addresses these problems and is preferred as a time advance mechanism in these situations.