Abstract: Despite the recent development of distributed constrained optimization algorithms in the literature, it is still a challenging issue to construct distributed algorithms to efficiently solve ...

Abstract: This paper investigates a class of constrained distributed zeroth-order optimization (ZOO) problems over time-varying unbalanced graphs while ensuring privacy preservation among individual ...

1 State Grid Shanghai Energy Internet Research Institute Co. Ltd., Shanghai, China 2 State Grid Shandong Electric Power Company Electric Power Science Research Institute, Jinan, China As a deep ...

1 D-Wave Systems, Burnaby, BC, Canada 2 Joint Institute for Quantum Information and Computer Science, University of Maryland, College Park, MD, USA Physical constraints on current hardware platforms ...

The challenge of resource allocation for UAV swarms in dynamic and uncertain electromagnetic environments has been ...

ABSTRACT: A large number of problems in engineering can be formulated as the optimization of certain functionals. In this paper, we present an algorithm that uses the augmented Lagrangian methods for ...

Load the UCI Statlog (Heart) dataset. Then create a base classifier and fit it to the data. Creating the base classifier requires only the feature names. Now that you've trained a classifier, you can ...