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 ...

Distributed optimisation and algorithms form a vibrant field that addresses the challenge of coordinating multiple agents or nodes to collectively solve global optimisation problems. This domain ...

$$ \min_{x \in \mathbb{R}^d} \quad \frac{1}{n} \sum_{i=1}^n f_i(x) + g(x), $$ where each $f_i: \mathbb{R}^d \rightarrow \mathbb{R}$ is a smooth loss function ...

Abstract: This paper addresses the distributed optimization problem (DOP) in high-order multi-agent systems(MAS) considering limited communication resources. A decouplable hierarchical algorithm ...

The optimization of an in-building distributed antenna system (DAS) has traditionally been a function of coverage, for efficient signal propagation and capacity, to achieve maximum throughput. A third ...

One course in optimization (including primal, dual problems, Lagrangian functions), linear algebra, calculus, familiar with real analysis or permission of instructor. Large-scale networks and datasets ...

This is a preview. Log in through your library . Abstract In this paper, a market-based decomposition method for decomposable linear systems is developed. The solution process iterates between a ...