arnobt78/Vehicle-Routing-Problem-Time-Windows-Solver-Comparison--VRPTW-Python-React
A full-stack (R&D) Vehicle Routing Problem with Time Windows (VRPTW) comparison platform. Run and benchmark metaheuristic algorithms HGS, ACO, SA, GLS (v0.6.3) & ILS (v0.13+), visualize routes, tune parameters, and explore Solomon benchmark datasets—with an optional AI-assisted RAG Q&A and parameter tuning capabilities.
The platform decouples algorithm execution across two optional backends—a primary FastAPI service handling HGS/ACO/SA/GLS with streaming job results, and an alternate pyvrp-based backend (v0.13+) for ILS comparison—allowing flexible algorithm selection and swapping. The frontend uses TanStack Query for server state management and Zustand for client state, with route visualization powered by backend-generated matplotlib plots overlaid on interactive maps. AI capabilities leverage Retrieval-Augmented Generation (RAG) to provide contextual Q&A on algorithm behavior and automatically suggest/validate parameter configurations against Solomon benchmark performance patterns.
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TypeScript
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Feb 21, 2026
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