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Image Credit: Arxiv

Machine Learning-assisted High-speed Combinatorial Optimization with Ising Machines for Dynamically Changing Problems

  • Quantum or quantum-inspired Ising machines have shown promise in solving combinatorial optimization problems quickly.
  • Real-world applications require solving dynamically changing problems, posing challenges for Ising machines.
  • Researchers have developed a method using embedded Ising machines to solve diverse problems at high speed.
  • The approach involves customizing the algorithm, circuit architecture, and utilizing a machine learning model for parameter estimation.

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