[HTML][HTML] Multi-objective optimal design of mechanical metafilters based on principal component analysis

F Fantoni, A Bacigalupo, G Gnecco… - International Journal of …, 2023 - Elsevier
In this paper, an advanced computational method is proposed, whose aim is to obtain an
approximately optimal design of a particular class of acoustic metamaterials, by means of a …

[หนังสือ][B] Neural approximations for optimal control and decision

R Zoppoli, M Sanguineti, G Gnecco, T Parisini - 2020 - Springer
Many scientific and technological areas of major interest require one to solve infinite-
dimensional optimization problems, also called functional optimization problems. In such a …

[หนังสือ][B] Finite Approximations in discrete-time stochastic control

N Saldi, T Linder, S Yüksel - 2018 - Springer
Control and optimization of dynamical systems in the presence of stochastic uncertainty is a
mature field with a large range of applications. A comprehensive treatment of such problems …

Academic team formulation based on Liebig's barrel: Discovery of anticask effect

S Yu, F **a, H Liu - IEEE Transactions on Computational Social …, 2019 - ieeexplore.ieee.org
Academic team formulation is one of the most critical and fundamental issues in team
research. Inspired by the Liebig's metaphor, we formulate an academic team by a barrel …

Matrix completion of world trade: An analysis of interpretability through Shapley values

G Gnecco, F Nutarelli, M Riccaboni - The World Economy, 2023 - Wiley Online Library
Economic complexity and machine learning have recently become popular approaches for
analysing international trade. However, for effective use of machine learning in relation to …

Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control

N Saldi, S Yüksel, T Linder - IEEE Transactions on Automatic …, 2016 - ieeexplore.ieee.org
We consider finite model approximations of a large class of static and dynamic team
problems where these models are constructed through uniform quantization of the …

Feedback optimal control of distributed parameter systems by using finite-dimensional approximation schemes

A Alessandri, M Gaggero… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Optimal control for systems described by partial differential equations is investigated by
proposing a methodology to design feedback controllers in approximate form. The …

Dynamic programming and value-function approximation in sequential decision problems: Error analysis and numerical results

M Gaggero, G Gnecco, M Sanguineti - Journal of Optimization Theory and …, 2013 - Springer
Value-function approximation is investigated for the solution via Dynamic Programming (DP)
of continuous-state sequential N-stage decision problems, in which the reward to be …

Social optima in leader-follower mean field linear quadratic control

J Huang, BC Wang, T **e - ESAIM: Control, Optimisation and …, 2021 - esaim-cocv.org
This paper investigates a linear quadratic mean field leader-follower team problem, where
the model involves one leader and a large number of weakly-coupled interactive followers …