Suchergebnisse - (guiding OR building) data controls and computational algorithms

An adaptive multi-team perturbation-guiding Jaya algorithm for optimization and its applications von Rao, R. Venkata, Keesari, Hameer Singh, Oclon, P., Taler, Jan

“… This study proposes an adaptive multi-team perturbation-guiding Jaya (AMTPG-Jaya) algorithm which uses multiple teams to explore the search space …”
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Computational form-finding of single-layer spatial structures: Constructing force diagrams with Vector-based Graphic Statics and guiding trails von Shen, Yuchi, Jasienski, Jean-Philippe, Ohlbrock, Patrick Ole, D'Acunto, Pierluigi

“… Key advancements include an algorithm for identifying guiding trails within the form diagram's underlying graph to control its planarization, an augmented half-edge (AHE …”
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Herding by caging: a formation-based motion planning framework for guiding mobile agents von Song, Haoran, Varava, Anastasiia, Kravchenko, Oleksandr, Kragic, Danica, Wang, Michael Yu, Pokorny, Florian T., Hang, Kaiyu

“… This enables the herders to partially control the motion of the sheep. We formalize this behavior topologically by applying the notion of caging , a concept used in robotic manipulation …”
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A Robust Guiding Torque Control Method for Automatic Steering Using LMI Algorithm von Bai, Guangtong, Bao, Chunjiang, Wu, Jian, Wu, Dexi, Zhang, Junda, He, Xiangkun

“… This paper proposes a robust steering control method of human-machine steering torque superposition based on linear matrix inequality (LMI) algorithm …”
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Spacetime evolutive equilibrium in Nonlinear Continuum Mechanics von Romano, Giovanni, Barretta, Raffaele, Diaco, Marina

“… In Continuum Mechanics a widely cited formula, due to Nanson (Mess Math 7:182–185, 1878), contributes the relation between the product of area and unit normal …”
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A High Order Semi-Lagrangian Discontinuous Galerkin Method for the Two-Dimensional Incompressible Euler Equations and the Guiding Center Vlasov Model Without Operator Splitting von Cai, Xiaofeng, Guo, Wei, Qiu, Jing-Mei

“… ) to the 2D time dependent incompressible Euler equations in the vorticity-stream function formulation and the guiding center Vlasov model …”
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Optimal algorithms for controlling infectious diseases in real time using noisy infection data von Beregi, Sandor, Parag, Kris V.

“… Reporting delays and infection under-ascertainment, which characterise practical surveillance data, can misinform decision-making, prompting mistimed NPIs that fail to control spread or permitting …”
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Guiding Lunar Landers: Harnessing Neural Networks for Dynamic Flight Control with Adaptive Inertia and Mass Characteristics von Ortega, Angel Guillermo, Enriquez-Fernandez, Andres, Gonzalez, Cristina, Flores-Abad, Angel, Choudhuri, Ahsan, Shirin, Afroza

“… The autonomous control of landing procedures can provide the efficiency and precision that are vital for the successful, safe completion of space operations missions …”
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Perspective on Theoretical Modeling of Soft Molecular Machines and Devices: A Fusion of Data‐Driven Approaches with Traditional Computational Chemistry Algorithms von Zazza, Costantino, Sanna, Nico, Borocci, Stefano, Grandinetti, Felice

“… These intricate systems, inspired by biological machines, require precise control over atomic and electronic interactions to achieve desired functionalities …”
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A Guiding Evolutionary Algorithm with Greedy Strategy for Global Optimization Problems von Cao, Leilei, Goodman, Erik D., Xu, Lihong

“… A Guiding Evolutionary Algorithm (GEA) with greedy strategy for global optimization problems is proposed …”
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An application status review of computational intelligence algorithm in GSHP field von Zhou, Shiyu, Liu, Dawei, Cao, Shubo, Liu, Xiaoping, Zhou, Yucheng

“… •Applications of computational intelligence algorithms in GSHP field are reviewed …”
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A coupled computational fluid dynamics and back-propagation neural network-based particle swarm optimizer algorithm for predicting and optimizing indoor air quality von Li, Lu, Zhang, Yumiao, Fung, Jimmy C.H., Qu, Huamin, Lau, Alexis K.H.

“… In the modern era, people spend approximately 90% of their time in indoor settings, such as offices and residential buildings …”
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Artificial intelligence and digital biomarker in precision pathology guiding immune therapy selection and precision oncology von Huss, Ralf, Raffler, Johannes, Märkl, Bruno

“… Background The currently available immunotherapies already changed the strategy how many cancers are treated from first to last line. Understanding even the …”
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Model-Based Reinforcement Learning With Probabilistic Ensemble Terminal Critics for Data-Efficient Control Applications von Park, Jonghyeok, Jeon, Soo, Han, Soohee

“… This article proposes a data-efficient model-based reinforcement learning (RL) algorithm empowered by reliable future reward estimates achieved through a confidence-based probabilistic ensemble terminal critics (PETC …”
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A study on the transferability of computational models of building electricity load patterns across climatic zones von Ward, Rebecca, Wong, Cheryl Sze Yin, Chong, Adrian, Choudhary, Ruchi, Ramasamy, Savitha

“… •The Functional Data Analysis model gives insight into the data structure. Significant reduction in energy demand from non-domestic buildings is required if greenhouse emission reduction targets are to be met worldwide …”
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Building Energy Management With Reinforcement Learning and Model Predictive Control: A Survey von Zhang, Huiliang, Seal, Sayani, Wu, Di, Bouffard, Francois, Boulet, Benoit

“… Recently, with the growing accessibility to building control and automation data, data-driven solutions such as data-driven MPC and reinforcement learning (RL …”
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Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system von Schreiber, Thomas, Netsch, Christoph, Baranski, Marc, Müller, Dirk

“… •Combining offline training and a guiding RBC leads to slower but stable training. With increasing complexity of building energy systems and rising shares of renewable …”
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CytoPipeline and CytoPipelineGUI: a Bioconductor R package suite for building and visualizing automated pre-processing pipelines for flow cytometry data von Hauchamps, Philippe, Bayat, Babak, Delandre, Simon, Hamrouni, Mehdi, Toussaint, Marie, Temmerman, Stephane, Lin, Dan, Gatto, Laurent

“… iterative 2D gating) with automated data analysis pipelines. A crucial part of these pipelines consists of pre-processing and applying quality control filtering to the raw data, in order to use high quality events in the downstream analyses …”
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A Personalized Computational Model for Human-Like Automated Decision-Making von Jiang, Longsheng, Wang, Yue

“… We propose a computational model for enabling robots to automatically make decisions under risk in a human-like way …”
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Nonlinear evolutionary swarm intelligence of grasshopper optimization algorithm and gray wolf optimization for weight adjustment of neural network von Moayedi, Hossein, Nguyen, Hoang, Kok Foong, Loke

“… The advent of new data-mining techniques and, more recently, swarm-based optimization algorithms have antiquated traditional models in the field of energy performance analysis …”
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