Accelerating the evolution of a systolic array-based evolvable hardware system

In this article, a system initially able to evolve in 8 minutes is optimized using multiple techniques (reconfiguration methodology, evolutionary algorithm optimization, and parallelization) so that it is able to obtain similar results in less than 2 s, achieving a speedup of near 300 times. Extensive experimental results prove the benefits of such techniques.