Zobrazeno 1 - 10
of 1 895
pro vyhledávání: '"Rodrigues, Luis"'
Least Squares Training of Quadratic Convolutional Neural Networks with Applications to System Theory
This paper provides a least squares formulation for the training of a 2-layer convolutional neural network using quadratic activation functions, a 2-norm loss function, and no regularization term. Using this method, an analytic expression for the glo
Externí odkaz:
http://arxiv.org/abs/2411.08267
Autor:
Schmidt, Karolina, Rodrigues, Luis
The main contribution of this paper is a methodology for multiple non-cooperating swarms of unmanned aerial vehicles to independently cover a common area. In contrast to previous research on coverage control involving more than one swarm, this paper
Externí odkaz:
http://arxiv.org/abs/2411.08190
Autor:
Silva, Lucas Souza e, Rodrigues, Luis
This paper presents for the first time an approach to minimize direct operational costs (DOC) for all-electric aircraft during the climb phase, introducing a time-varying cost index (CI). The CI is modeled as a dynamic parameter commanded by Air Traf
Externí odkaz:
http://arxiv.org/abs/2411.08156
This paper proposes for the first time a unified optimal approach to solve a direct operating cost (DOC) minimization problem where the cost index (CI) is time-varying. More specifically, the coefficient CI is modeled as a time-varying parameter comm
Externí odkaz:
http://arxiv.org/abs/2410.01045
A presente pesquisa tomou como base a vivência do autor em sua empresa de cobrança educacional, a CAMARGO RODRIGUES. A empresa foi constituída em 1996 com o objetivo de cobrar mensalidades atrasadas de Instituições de Ensino Superior Privadas. O
Autor:
Asri, Soroush, Rodrigues, Luis
This paper introduces a novel data-driven approach to design a linear quadratic regulator (LQR) using a reinforcement learning (RL) algorithm that does not require a system model. The key contribution is to perform policy iteration (PI) by designing
Externí odkaz:
http://arxiv.org/abs/2311.10235
In this paper we propose a novel abstraction that we have named Range-Revocable Pseudonyms (RRPs). RRPs are a new class of pseudonyms whose validity can be revoked for any time-range within its original validity period. The key feature of RRPs is tha
Externí odkaz:
http://arxiv.org/abs/2308.03402
Autor:
Li, Steven, Rodrigues, Luis
Electric and hybrid-electric aircraft can help our society transition towards more sustainable aviation and lower greenhouse gas (GHG) emissions. This paper provides solutions to minimize the direct operating cost (DOC) for hybrid-electric aircraft.
Externí odkaz:
http://arxiv.org/abs/2302.07358
Autor:
Kaptsov, Maxim, Rodrigues, Luis
Publikováno v:
Aerospace Systems, volume 4, pp. 201-208, 2021
The minimization of the Direct Operating Cost (DOC) for hydrogen-powered aircraft is formulated in this paper as an optimal control problem and is solved based on Pontryagin's minimum principle. As a consequence, the optimum cruise flight speed is de
Externí odkaz:
http://arxiv.org/abs/2211.10324