In this paper, we establish hardness and approximation results for various Lp-ball constrained homogeneous polynomial optimization problems, where p ∈ [2, ∞]. Specifically, we prove that for any given ...

The updated constrained quadratic model (CQM) hybrid solver from D-Wave enables quantum developers to more accurately model problems where it is not possible to satisfy all constraints. It expands the ...

Algorithms that zero in on solutions to optimization problems are the beating heart of machine reasoning. New results reveal surprising limits. Our lives are a succession of optimization problems.