Abstract: The research conducted at paper investigated the impact of population size and mutation probability on the effectiveness of the genetic algorithm's performance when utilizing elitism. The ...

Abstract: This article presents a novel knowledge-based genetic algorithm (GA) to generate a collision-free path in complex environments. The proposed algorithm infuses specific domain knowledge into ...