Ising Machine Systems with Hardware-Software Integrated Solutions for Solving Combinatorial Optimization Problems

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

量子電腦近年來在全球興起研究的熱潮,各國政府紛紛鼓勵量子電腦的研發。然而當今量子電腦仍有量子噪音(quantum noise)等問題尚待解決,至今仍尚未能完全普及。此時諸多廠商如富士通(Fujitsu)、日立(Hitachi)等則選擇投入量子啟發式計算(quantum-inspired computing)的開發。本計畫欲開發一量子啟發式易辛機(Ising machine)系統,結合軟硬體解決方案,從軟體框架到前瞻式的軟硬體加速系統,打造一個可以快速求解組合最佳化問題(combinatorial optimization problem)的平台,預期可對我國量子科技與產業之發展有所貢獻。

Project IDs

Project ID:PB11207-2823
External Project ID:NSTC112-2221-E182-031
StatusActive
Effective start/end date01/08/2331/07/24

Keywords

  • Ising machine
  • combinatorial optimization problem
  • quadratic unconstrained binary optimization (QUBO)
  • high-performance computing
  • resistive random-access memory
  • hardware accelerator

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