POEMA
Financiado
Polynomial Optimization Efficiency through Moments and Algebra
Non-linear optimization problems are present in many real-life applications and in scientific areas such as operations research, control engineering, physics, information processing, economy, biology, etc. However, efficient compu...
Non-linear optimization problems are present in many real-life applications and in scientific areas such as operations research, control engineering, physics, information processing, economy, biology, etc. However, efficient computational procedures, that can provide the guaranteed global optimum, are lacking for them. The project will develop new polynomial optimization methods, combining moment relaxation procedures with computational algebraic tools to address this type of problems. Recent advances in mathematical programming have shown that the polynomial optimization problems can be approximated by sequences of Semi-Definite Programming problems. This approach provides a powerful way to compute global solutions of non-linear optimization problems and to guarantee the quality of computational results. On the other hand, advanced algebraic algorithms to compute all the solutions of polynomial systems, with efficient implementations for exact and approximate solutions, were developed in the past twenty years.
The network combines the expertise of active European teams working in these two domains to address important challenges in polynomial optimization and to show the impact of this research on practical applications. The network will train a new squad of 15 young researchers to master high-level mathematics, algorithm design, scientific computation and software development, and to solve optimization problems for real-world applications. It will advance the research on algebraic methods for moment approaches, tackle mixed integer non-linear optimization problems and enhance the efficiency and robustness of moment relaxation methods. Specific applications of these approaches to optimization problems are related to smarter cities challenges, such as water distribution network management, energy flow in power systems, urban traffic management, as well as to oceanography and environmental monitoring and finance.
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Duración del proyecto: 58 meses
Fecha Inicio: 2018-08-30
Fecha Fin: 2023-06-30
Fecha Fin: 2023-06-30
Línea de financiación: concedida
El organismo H2020 notifico la concesión del proyecto el día 2023-06-30
Línea de financiación objetivo
El proyecto se financió a través de la siguiente ayuda:
MSCA-ITN-2018:
Innovative Training Networks
Cerrada
hace 6 años
Presupuesto
El presupuesto total del proyecto asciende a
4M€
Líder del proyecto
INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQU...
No se ha especificado una descripción o un objeto social para esta compañía.
Perfil tecnológico
TRL
4-5
Perfil tecnológico
TRL
4-5
336.12K€ |
Participante