output
20112026
most citedOptimization Problems for Machine Learning: A Survey

373 citations

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7 papers · 1 filter

eess.SY2018

On string stability of nonlinear bidirectional asymmetric heterogeneous platoon systems

Julien Monteil, Giovanni Russo, Robert Shorten

This paper is concerned with the study of bidirectionally coupled platoon systems. The case considered is when the vehicles are heterogeneous and the coupling can be nonlinear and…

eess.SY2017

A context-aware e-bike system to reduce pollution inhalation while cycling

Shaun Sweeney, Rodrigo Ordonez-Hurtado, Francesco Pilla +3

The effect of transport-related pollution on human health is fast becoming recognised as a major issue in cities worldwide. Cyclists, in particular, face great risks, as they typic…

eess.SY2017★ 98 cited

Filtering Random Graph Processes Over Random Time-Varying Graphs

Elvin Isufi, Andreas Loukas, Andrea Simonetto +1

Graph filters play a key role in processing the graph spectra of signals supported on the vertices of a graph. However, despite their widespread use, graph filters have been analyz…

eess.SY2016

Pedestrian-Aware Engine Management Strategies for Plug-in Hybrid Electric Vehicles

Yingqi Gu, Mingming Liu, Joe Naoum-Sawaya +3

Electric Vehicles (EVs) and Plug-in Hybrid Electric Vehicles (PHEVs) are increasingly being seen as a means of mitigating the pressing concerns of traffic-related pollution. While…

eess.SY2016

and stability analysis of heterogeneous traffic with application to parameter optimisation for the control of automated vehicles

Julien Monteil, Melanie Bouroche, Douglas J. Leith

The presence of (partially) automated vehicles on the roads presents an opportunity to compensate the unstable behaviour of conventional vehicles. Vehicles subject to perturbations…

eess.SY2016★ 1 cited

On noise-induced synchronization and consensus of nonlinear network systems under input disturbances

Giovanni Russo, Rovert Shorten

This paper is concerned with the study of synchronization and consensus phenomena in complex networks of diffusively-coupled nodes subject to external disturbances. Specifically, w…