activity
20092024
most citedOptimal parameter selection for the alternating direction method of multipliers (ADMM): quadratic problems

438 citations · 875 across the 77 of their papers we have counts for

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Showing 2020Show all

23 papers · 1 filter

math.OC2020★ 2 cited

Rigid-profile input scheduling under constrained dynamics with a water network application

Adair Lang, Michael Cantoni, Farhad Farokhi +1

The motivation for this work stems from the problem of scheduling requests for flow at supply points along an automated network of open-water channels. The off-take flows are rigid…

math.OC2020★ 1 cited

A Distributed Augmenting Path Approach for the Bottleneck Assignment Problem

Mitchell Khoo, Tony A. Wood, Chris Manzie +1

We develop an algorithm to solve the Bottleneck Assignment Problem (BAP) that is amenable to having computation distributed over a network of agents. This consists of exploring how…

math.OC2020

Approximate Midpoint Policy Iteration for Linear Quadratic Control

Benjamin Gravell, Iman Shames, Tyler Summers

We present a midpoint policy iteration algorithm to solve linear quadratic optimal control problems in both model-based and model-free settings. The algorithm is a variation of New…

math.OC2020

Tracking and regret bounds for online zeroth-order Euclidean and Riemannian optimisation

Alejandro I. Maass, Chris Manzie, Dragan Nesic +2

We study numerical optimisation algorithms that use zeroth-order information to minimise time-varying geodesically-convex cost functions on Riemannian manifolds. In the Euclidean s…

eess.SY2020★ 13 cited

Cyber Attack and Machine Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems

Mahdi Taheri, Khashayar Khorasani, Iman Shames +1

In this paper, the problem of simultaneous cyber attack and fault detection and isolation (CAFDI) in cyber-physical systems (CPS) is studied. The proposed solution methodology cons…

eess.SY2020

Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links

Mahdi Taheri, Khashayar Khorasani, Iman Shames +1

This paper aims at investigating a novel type of cyber attack that is injected to multi-agent systems (MAS) having an underlying directed graph. The cyber attack, which is designat…