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Distributed Optimization Methods for Smart Cyber-Physical Networks

Objective

The combination of embedded electronics and communication capability in almost any mobile or portable device has turned this century into the age of cyber-physical networks. Smart communicating devices with their sensing, computing and control capabilities promise to make our cities, transportation systems, factories and living environments more intelligent, energy-efficient, safe and secure. This extremely complex system has raised a number of new challenges involving ICT disciplines. In particular, a novel peer-to-peer distributed computational model is appearing as a new opportunity in which a service is built-up cooperatively by peers, rather than by a unique provider that knows and owns all data. The interdisciplinary “Optimization Community” is facing this revolution sharing a common need: to find new theories, methodologies and tools to optimize over this complex network system. With this in mind, OPT4SMART has a twofold objective. First, to provide a comprehensive theoretical framework to solve distributed optimization problems over peer-to-peer networks. Second, to develop effective numerical tools, based on this framework, to solve estimation, learning, decision and control problems in cyber-physical networks. To achieve this twofold objective, we will take a systems-theory perspective. Specific problems from these four areas will be abstracted to a common mathematical set-up, and addressed by means of interdisciplinary methodologies arising from a synergic combination of optimization, controls, and graph theories. In particular, OPT4SMART will face the challenge of solving optimization problems under severe communication limitations, very-large-scale problem and data size, and real-time computational constraints. The expected result will be a combination of strong theoretical methods and effective numerical toolboxes available to people in Engineering, Computer Science, Mathematics and other areas, who are facing optimization in cyber-physical networks.

Field of science

  • /natural sciences/mathematics/pure mathematics/discrete mathematics/graph theory

Call for proposal

ERC-2014-STG
See other projects for this call

Funding Scheme

ERC-STG - Starting Grant

Host institution

ALMA MATER STUDIORUM - UNIVERSITA DI BOLOGNA
Address
Via Zamboni 33
40126 Bologna
Italy
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 915 144,58

Beneficiaries (2)

ALMA MATER STUDIORUM - UNIVERSITA DI BOLOGNA
Italy
EU contribution
€ 915 144,58
Address
Via Zamboni 33
40126 Bologna
Activity type
Higher or Secondary Education Establishments
UNIVERSITA DEL SALENTO

Participation ended

Italy
EU contribution
€ 573 605,42
Address
Piazza Tancredi 7
73100 Lecce
Activity type
Higher or Secondary Education Establishments