Saferoute: Multi-Modal Optimization for Crisis Management and Evacuation

Using real-time technology, the system enhances the identification of earthquake and flood-safe camps while improving accessibility by use of geospatial data. key features of this system include include multi-modal transportation integration; its optimized route A* algorithm, the system continuously updates via real-time data streams of real-time with a dynamic updating of routes along with enhance the efficiency of evacuation planning. Crowd-sourced information platforms enable real-time communication that connects affected areas and response teams. The approach develops data-driven elements toward community resilience and disaster preparedness by reducing response times and improving route efficiencies, Based on the results, this work on SafeRoute for flood and earthquake prediction shows <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathbf{+ 7. 2 7 \%}$</tex> and <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathbf{+ 4. 3 0 \%}$</tex> to <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathbf{+ 1 2. 1 0 \%}$</tex> improvement over existing literature.