Spatial Optimization
Benders decomposition with two subproblem | Integer programming
Geo-Spatial Analytics using Location Allocation method
Selects hypothetical polling place locations and voting precinct boundaries, given assumed voter residences, polling place facilities, street network, and area boundary. Uses Network Analyst in ArcGIS to solve Location-Allocation.
A Unified ArcGIS Toolbox for Facility Location, Allocation, Service Area and Political Districting Problems
Python implementation of the optimization model proposed in paper titled "A mixed integer programming approach to improve oil spill response resource allocation in the Canadian arctic"
Spatial Optimization
Optimal placement of police units to minimize response time to events in police district.
Using Genetic Algorithms to optimize the allocation of services or facilities to specific locations. The primary application of this project is in the context of Covid-19 vaccine center locations, aiming to strategically position vaccination facilities for efficient and widespread coverage.
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