373 citations · 380 across the 5 of their papers we have counts for
6 papers
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab +1
The development of next-generation networks is revolutionizing network operators' management and orchestration practices worldwide. The critical services supported by these network…
Degree reduction techniques for polynomial optimization problems
Brais González-Rodríguez, Joe Naoum-Sawaya
This paper presents a new approach to quadrify a polynomial programming problem, i.e. reduce the polynomial program to a quadratic program, before solving it. The proposed approach…
Optimization Problems for Machine Learning: A Survey
Claudio Gambella, Bissan Ghaddar, Joe Naoum-Sawaya
This paper surveys the machine learning literature and presents in an optimization framework several commonly used machine learning approaches. Particularly, mathematical optimizat…
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…
Smart Procurement of Naturally Generated Energy (SPONGE) for Plug-in Hybrid Electric Buses
Joe Naoum-Sawaya, Emanuele Crisostomi, Mingming Liu +2
We discuss a recently introduced ECO-driving concept known as SPONGE in the context of Plug-in Hybrid Electric Buses (PHEB)'s.Examples are given to illustrate the benefits of this…
Alternative SDP and SOCP Approximations for Polynomial Optimization
Xiaolong Kuang, Bissan Ghaddar, Joe Naoum-Sawaya +1
In theory, hierarchies of semidefinite programming (SDP) relaxations based on sum of squares (SOS) polynomials have been shown to provide arbitrarily close approximations for a gen…