College of Energy and Mechanical Engineering, Shanghai University of Electric Power, Shanghai 200090, China ...

Abstract: We consider iterative gradient-based optimization algorithms applied to functions that are smooth and strongly convex. The fastest globally convergent algorithm for this class of functions ...

1 School of Electronic and Information Engineering, Beijing Jiaotong University, China 2 School of Automation and Intelligence, Beijing Jiaotong University, China Recently, deep unfolding networks ...

Abstract: This article presents a prediction-correction proximal method (PCPM) for the general nonsmooth convex optimization problem with linear equality and inequality constraints. The proposed ...

1 School of Mathematical Science, C. K. Tedam University of Technology and Applied Sciences, Navrongo, Ghana. 2 Department of Mathematics, University for Development Studies, Tamale, Ghana. In this ...

All modules have a header at the beginning of the file that describes the purpose of the module in more detail and shows a table of content. In this section we just give a brief overview over the ...

1 Chongqing Key Laboratory of Spatial Data Mining and Big Data Integration for Ecology and Environment, Rongzhi College of Chongqing Technology and Business University, Chongqing, China 2 Academic ...

1 Applied Informatics Group, Cluster of Excellence Cognitive Interaction Technology (CITEC), Bielefeld University, Bielefeld, Germany 2 AI Lab, SoftBank Robotics Europe, Paris, France Enabling users ...