Abstract: Genetic algorithms are practical tools for solving complex optimization problems; however, the performance of many existing solutions is often limited by their inability to utilize modern ...
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 ...
In the plant world, when two different species mate, their offspring often don’t survive. The reason lies in their DNA: incompatible genes often mix in their offspring, triggering a fatal breakdown ...
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