A coevolutionary approach to course of action generation and visualization in multi-sided conflicts

Autor: J. Schlabach, D. Hillis, Jerzy W. Rozenblit, Liana Suantak, Michael J. Barnes
Rok vydání: 2004
Předmět:
Zdroj: SMC
DOI: 10.1109/icsmc.2003.1244701
Popis: 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.
Databáze: OpenAIRE