469 citations
- Leipzig UniversityDE50 papers
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- German Research Centre for Artificial IntelligenceDE16 papers
- Max Planck Institute for Mathematics in the SciencesDE9 papers
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- Leipzig University of Applied SciencesDE7 papers
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Showing cs.NEShow all
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cs.NE2025★ 5 cited
To Repair or Not to Repair? Investigating the Importance of AB-Cycles for the State-of-the-Art TSP Heuristic EAX
Jonathan Heins, Darrell Whitley, Pascal Kerschke
The Edge Assembly Crossover (EAX) algorithm is the state-of-the-art heuristic for solving the Traveling Salesperson Problem (TSP). It regularly outperforms other methods, such as t…
cs.NE2024★ 14 cited
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers
Zihao Chen, Zhili Xiao, Mahmoud Akl +17
We introduce NeuroSA, a neuromorphic architecture specifically designed to ensure asymptotic convergence to the ground state of an Ising problem using a Fowler-Nordheim quantum mec…