학술논문

A coevolutionary approach to course of action generation and visualization in multi-sided conflicts
Document Type
Conference
Source
SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483) Systems, man and cybernetics Systems, Man and Cybernetics, 2003. IEEE International Conference on. 2:1973-1978 vol.2 2003
Subject
Computing and Processing
Robotics and Control Systems
Visualization
Stability
Analytical models
Genetic algorithms
Laboratories
Decision making
Terrorism
Government
Language
ISSN
1062-922X
Abstract
The current state of military operations includes many stability and support (SASO), multi-sided conflicts. The research presented in this paper attempts to address this complex environment by creating a SASO simulation, coevolutionary generation of courses-of-actions (COAs) for each side, and visualization tools for analysis of the resulting COAs. The SASO simulation is significantly different from previous systems because it incorporates non-conventional warfare units such as terrorists and media. The coevolution algorithm is different because it allows all sides of the conflict to evolve their COAs. The visualization tools are important because SASO doctrine is not as well developed as conventional warfare doctrine. Therefore, visual analysis and understanding of a system that is not well defined provides insight for future modeling and verification.