Title :
Investigating the dynamics of competition: coevolving red and blue simulation parameters
Author :
McDonald, Mary L. ; Upton, Stephen C.
Author_Institution :
George Mason Univ., Fairfax, VA
Abstract :
In this paper we explore the concept of two-sided competitive coevolution as a mechanism to explore the dynamics of competition in a simulation context. One potential value of doing so is the ability to rapidly explore simultaneous adaptations to two sides, presumably Blue and Red, in order to find solutions that perform well and are relatively robust even in the face of an adaptive adversary
Keywords :
artificial intelligence; digital simulation; evolutionary computation; military computing; adaptive adversary; competition dynamics; competitive coevolution; sensitivity analysis; simulation parameters; Analytical models; Biological system modeling; Context modeling; Evolution (biology); Evolutionary computation; Performance analysis; Performance evaluation; Robustness; Sensitivity analysis; Software algorithms;
Conference_Titel :
Simulation Conference, 2005 Proceedings of the Winter
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9519-0
DOI :
10.1109/WSC.2005.1574352
