Global optimization of nonlinear mixed-integer programming (MINLP) addresses decision problems in which some variables are constrained to take integer values, while the objective function or ...

‘When you’re running big applications and you’re going to consume thousands to tens of thousands of computers, the performance differences between processors become really important,’ said Miles Ward, ...

Machine learning has emerged as a transformative approach to compiler optimisation by automating decisions that were traditionally based on heuristics or exhaustive search. At its core, this research ...