Abstract: We introduce a distributed optimization framework for directed graph networks that addresses composite objective functions with smooth local components and a shared convex regulariser. Our ...
Gartner predicted traditional search volume will drop 25% this year as users shift to AI-powered answer engines. Google’s AI Overviews now reach more than 2 billion monthly users, ChatGPT serves 800 ...
As China accelerates its "Carbon Peaking and Carbon Neutrality" goals, a novel optimization strategy published in ENGINEERING Energy (formerly Frontiers in Energy) offers a breakthrough solution for ...
As a founding board member, the EPC firm brings experience with dual-use solar projects that protect farmland and farm livelihoods Farm workers harvest cranberries under solar panels installed by ...
NVIDIA's GPU-accelerated cuOpt engine discovers new solutions for four MIPLIB benchmark problems, outperforming CPU solvers with 22% lower objective gaps. NVIDIA's cuOpt optimization engine has found ...
Incoming Northwestern Engineering faculty member Zikai Xiong won the 2025 Institute for Operations Research and the Management Sciences (INFORMS) Optimization Society Student Paper Prize. Xiong, who ...
Abstract: In this work, we propose a novel primal-dual algorithm for solving distributed optimization problems with consensus constraints over a network of agents. Our starting point is to form the ...
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