CAMBRIDGE, U.K. – A small Microsoft Research team had lofty goals when it set out four years ago to create an analog optical computer that would use light as a medium for solving complex problems.

Abstract: This paper investigates the distributed convex optimization problem where dimension of the feasible set is fluctuated. To address this, we formulate an open consensus algorithm that enables ...

Abstract: This article addresses the distributed prescribed-time convex optimization (DPTCO) problem for high-order nonlinear multiagent systems (MASs) under undirected connected graphs. A cascade ...

1 Department of Mathematics, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh. 2 Department of Mathematics, Uttara University, Dhaka, Bangladesh. This study presents a ...

HPRO introduces a novel, differentiable approximation method for determining the visibility of points in a point cloud from a given viewpoint. The method overcomes the limitations of existing ...

main.ipynb — single notebook that: installs from requirements.txt only, loads data/paper.txt and data/answer_key.csv, routes each question (7B math router, regex as corrective fallback), solves with ...