The functional mockup interface for tool independent exchange of simulation models

T Blochwitz, M Otter, M Arnold, C Bausch… - Proceedings of the 8th …, 2011 - elib.dlr.de
The Functional Mockup Interface (FMI) is a tool independent standard for the exchange of
dynamic models and for co-simulation. The development of FMI was initiated and organized …

Automated evolutionary approach for the design of composite machine learning pipelines

NO Nikitin, P Vychuzhanin, M Sarafanov… - Future Generation …, 2022 - Elsevier
The effectiveness of the machine learning methods for real-world tasks depends on the
proper structure of the modeling pipeline. The proposed approach is aimed to automate the …

A review of genetic programming: Popular techniques, fundamental aspects, software tools and applications

D Arı, BB Alagöz - Sakarya University Journal of Science, 2021 - dergipark.org.tr
Genetic Programming (GP) is one of the evolutionary computation (EC) methods followed
with great interest by many researchers. When GP first appeared, it has become a popular …

Orfeon: An AIOps framework for the goal-driven operationalization of distributed analytical pipelines

J Díaz-de-Arcaya, AI Torre-Bastida, R Miñón… - Future Generation …, 2023 - Elsevier
Abstract The use of Artificial Intelligence solutions keeps raising in the business domain.
However, this adoption has not brought the expected results to companies so far. There are …

Model predictive control of non-domestic heating using genetic programming dynamic models

T Dou, YK Lopes, P Rockett, EA Hathway… - Applied Soft Computing, 2020 - Elsevier
We present a novel approach to obtaining dynamic nonlinear models using genetic
programming (GP) for the model predictive control (MPC) of the indoor temperatures of …

[PDF][PDF] A Framework for the Operationalization of Analytic Workloads in Complex Distributed Computing Environments

JD de Arcaya - 2024 - scienceportal.tecnalia.com
The use of AI-based technologies to improve business processes and competitiveness in an
increasingly globalized market is on the rise. However, the success of these projects is still …

[HTML][HTML] Invisible XML coming into focus

T Hillman, J Lumley, S Pemberton… - Balisage: The Markup …, 2022 - balisage.net
Invisible XML has had a long incubation process, but in the last year things have heated up.
A W3C Community Group has been formed, the spec has been improved, and …

[HTML][HTML] Balisage: The Markup Conference 2022

T Hillman, J Lumley - balisage.net
Invisible XML has had a long incubation process, but in the last year things have heated up.
A W3C Community Group has been formed, the spec has been improved, and …

Nonlinear Dynamic System Identification and Model Predictive Control Using Genetic Programming

T Dou - 2019 - etheses.whiterose.ac.uk
During the last century, a lot of developments have been made in research of complex
nonlinear process control. As a powerful control methodology, model predictive control …