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Evaluating the Effectiveness of Q-Learning in Ant Colony Optimization for the Traveling Salesman Problem

The Traveling Salesman Problem (TSP) is a fundamental combinatorial optimization challenge where exact solvers face exponential time complexity. Consequently, metaheuristics are widely employed to identify high-quality solutions within feasible timeframes. In this work, we investigate the added util...

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Váldodahkkit: Ameer Mohammed, Reham Kablaoui, Yousef Alfezea
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: IEEE 2026-01-01
Ráidu:IEEE Access
Fáttát:
Liŋkkat:https://ieeexplore.ieee.org/document/11450080/
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