Adaptive Ising-machine-based Solvers for Large-scale Real-world Geospatial Optimization Problems

Research Project

Project/Area Number	24K20779
Research Category	Grant-in-Aid for Early-Career Scientists
Allocation Type	Multi-year Fund
Review Section	Basic Section 60080:Database-related
Research Institution	Waseda University
Principal Investigator	鮑思雅早稲田大学, 理工学術院, 講師(任期付) (60875425)
Project Period (FY)	2024-04-01 – 2027-03-31
Project Status	Granted (Fiscal Year 2024)
Budget Amount *help	¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000) Fiscal Year 2026: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000) Fiscal Year 2025: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000) Fiscal Year 2024: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords	地理情報処理 / イジング計算機
Outline of Research at the Start	Geospatial optimization problems have been of great interest for decades in fields of science and industry. Large-scale optimization problems are difficult to solve with conventional computers. Fortunately, Ising machines are designed to tackle these problems by mapping the optimization problem onto the Ising models.