Optimization

• Optimization skills
• Ising model, simulated annealing, and hardware acceleration
• Heuristic alogrithms for TSP & COP

Optimization skills

• Convex Optimization for All link
• Quadratic Programming link

Ising model, simulated annealing, and hardware acceleration

• Ising formulations of many NP problems, A.Lucas
• On the computational complexity of Ising spin glass models, F. Barahona
• A 20k-Spin Ising Chip to Solve Combinatorial Optimization Problems With CMOS Annealing, Hitachi
• A fully programmable 100-spin coherent Ising machine with all-to-all connections, Peter L. McMahon

Heuristic alogrithms for TSP & COP

• Fujitsu Digtial Annealer1
• Kieu’s Quantum Algorithm for TSP Diff.ver
• Troyer’s Adiabatic Quantum Optimization for TSP -Hamiltonian Path Basic