Geographic Information System-based road network accessibility modeling using heuristic assisted adaptive temporal convolution network

Key Points

• Accessibility modeling shows insights into road network efficiency, affecting urban mobility.
• Heuristic-assisted algorithms were employed to optimize temporal convolution network performance.
• The approach utilized GIS tools to analyze accessibility across various geographical districts.
• These findings may facilitate enhanced urban planning and connectivity in future projects.