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Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation

Marchetti, Francesco and Pietropolli, Gloria and Camerota Verdù, Federico Julian and Castelli, Mauro and Minisci, Edmondo (2024) Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation. Applied Soft Computing, 159. Elsevier. doi: 10.1016/j.asoc.2024.111654. ISSN 1568-4946.

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Official URL: https://www.sciencedirect.com/science/article/pii/S1568494624004289


Item URL in elib:https://elib.dlr.de/206325/
Document Type:Article
Title:Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Marchetti, Francescofrancesco.marchetti (at) dlr.dehttps://orcid.org/0000-0003-4552-0467168237598
Pietropolli, Gloriagloria.pietropolli (at) phd.units.itUNSPECIFIEDUNSPECIFIED
Camerota Verdù, Federico Julianfedericojulian.camerotaverdu (at) phd.units.itUNSPECIFIEDUNSPECIFIED
Castelli, Mauromcastelli (at) novaims.unl.ptUNSPECIFIEDUNSPECIFIED
Minisci, Edmondoedmondo.minisci (at) strath.ac.ukUNSPECIFIEDUNSPECIFIED
Date:20 April 2024
Journal or Publication Title:Applied Soft Computing
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:159
DOI:10.1016/j.asoc.2024.111654
Publisher:Elsevier
ISSN:1568-4946
Status:Published
Keywords:Genetic Programming, Gradient descent, Adjoint state method, Control
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Autonomous real-time optimal control for embedded systems
Location: Bremen
Institutes and Institutions:Institute of Space Systems > Navigation and Control Systems
Deposited By: Marchetti, Francesco
Deposited On:25 Sep 2024 11:47
Last Modified:25 Sep 2024 11:47

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