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quant-ph2026
Quantum Annealing for Realistic Traffic Flow Optimization: Clustering and Data-Driven QUBO
Renáta Rusnáková, Martin Chovanec, Juraj Gazda
This article presents a scalable, data-driven formulation of city-wide Traffic Flow Optimization as a Quadratic Unconstrained Binary Optimization problem and evaluates its performa…
quant-ph2025
Minimum Bisection Problem: Machine Learning-Based Penalty Parameter Tuning for Optimization on Quantum Annealers
Renáta Rusnáková, Renáta Rusnáková, Martin Chovanec +1
The Minimum Bisection Problem is a fundamental, computationally hard graph partitioning problem with applications in parallel computing, network design, and large-scale data proces…