Eyetracking measures of performance on the Traveling Salesperson Problem

Human solutions to the Traveling Salesperson Problem (TSP) have been proposed to employ heuristics integrating global and local spatial information (Pizlo et al., 2006). Because different neuroanatomical regions may be involved in local vs. global processing, as well as attentional shift between levels, performance on the TSP may provide useful insight into changes that occur in the brain as a result of age or of neurodegenerative disorders (Slavin, 2002). In a previous study, we compared the performance of healthy adults in conditions that varied the availability of global cues. Surprisingly, our results indicated excellent performance on configurations requiring global information, even in conditions that masked these cues. The current study uses eyetracking to examine target fixations during the TSP. The question was whether participants compensate for the presence of distractor cues by constructing a mental outline of the configuration before selecting a route.

Publication Details

Journal
eScholarship (California Digital Library)
Published
2025-01-01
Primary Topic
Spatial Cognition and Navigation
Type
article
Field-Weighted Citation Impact
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article

Eyetracking measures of performance on the Traveling Salesperson Problem

eScholarship (California Digital Library)
Spatial Cognition and Navigation
article

Eyetracking measures of performance on the Traveling Salesperson Problem

article en

Abstract

Human solutions to the Traveling Salesperson Problem (TSP) have been proposed to employ heuristics integrating global and local spatial information (Pizlo et al., 2006). Because different neuroanatomical regions may be involved in local vs. global processing, as well as attentional shift between levels, performance on the TSP may provide useful insight into changes that occur in the brain as a result of age or of neurodegenerative disorders (Slavin, 2002). In a previous study, we compared the performance of healthy adults in conditions that varied the availability of global cues. Surprisingly, our results indicated excellent performance on configurations requiring global information, even in conditions that masked these cues. The current study uses eyetracking to examine target fixations during the TSP. The question was whether participants compensate for the presence of distractor cues by constructing a mental outline of the configuration before selecting a route.

eScholarship (California Digital Library)
Openalex Percentile: Top 51%
Spatial Cognition and Navigation
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