Genetic Evolution Approach for Target Movement Prediction [chapter]

Sung Baik, Jerzy Bala, Ali Hadjarian, Peter Pachowicz
2004 Lecture Notes in Computer Science  
This paper presents a genetic evolution system, for target movement prediction, which includes functions inferring opponents' strategic movements and displaying such predicted movements in an interactive 3D visualization space. To speed up the analysts' ability to access and integrate information, the prediction approach generates new movements based on past behaviors and application of an inheritance mechanism. It applies Genetic Algorithms (GAs) learning techniques to evolve new individuals
more » ... the population of movements in order to converge the evolution process toward optimal movements. The approach is implemented into the GEM (Genetic Evolution of Movement) system and its performance has been experimentally evaluated.
doi:10.1007/978-3-540-24687-9_101 fatcat:7ncbckweg5fx7drxzb3vghqcd4