Qiskit Fall Fest RGUKT 2026| Asgard Gods | UC-042
Nikhil Jain
0:00 / 0:00
Qiskit Fall Fest RGUKT 2026| Asgard Gods | UC-042
17 просмотров · 11 дней назад
Nikhil Jain
17 просмотров · 11 дней назад
RailQuantum | Autonomous Rail Freight Scheduling & Rake Optimization
RailQuantum is a hybrid classical-quantum optimization platform designed for autonomous railway freight scheduling and rake optimization.
Our system addresses the challenges of allocating freight to rakes while considering capacity constraints, delivery priorities, routing conflicts, maintenance windows, and unexpected disruptions.
The project combines classical optimization with quantum computing to formulate railway scheduling decisions as a QUBO and solve them using QAOA, while incorporating feasibility checks and classical verification.
Core Capabilities
Capacitated freight-to-rake allocation
Conflict-free railway path and timetable generation
Dynamic recovery from operational disruptions
QUBO formulation and QAOA-based optimization
Classical verification and benchmarking
Technology Stack
IBM Qiskit
Qiskit Algorithms
Aer Simulator
Qiskit IBM Runtime compatibility
OR-Tools CP-SAT
FastAPI
React
Team: Asgard Gods
Project: RailQuantum
Problem ID: UC-042
Hackathon: PLUS Qiskit Fall Fest 2026
#RailQuantum #Qiskit #QuantumComputing #QuantumOptimization #QAOA #QUBO #RailwayOptimization #RailFreight #QiskitFallFest #ibm