ResearchBenchmarksShelf Layout Optimization on Store Layout Evaluated with own trajectoriesFollow0.18Average Impulse Profit per CustomerTSP-0.00720.04140.090.1386May 18, 2026Evaluation ResultsMethodMethodLinksAverage Impulse Profit per CustomerTSPLayout=SuggestedLayout=Suggested2026.050.18PNNLayout=SuggestedLayout=Suggested2026.050.171RLLayout=SuggestedLayout=Suggested2026.050.163HumanLayout=SuggestedLayout=Suggested2026.050.162RLLayout=OriginalLayout=Original2026.050.014HumanLayout=OriginalLayout=Original2026.050.0076TSPLayout=OriginalLayout=Original2026.050PNNLayout=OriginalLayout=Original2026.050