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APPLICATION OF METHODS OF COMPUTATIONAL INTELLIGENCE FOR SOLVING DIRECT TASKS OF DESIGN CALCULATION OF DIMENSIONAL CHAINS UNDER CONDITIONS OF PARAMETRIC A PRIORI UNCERTAINTY
Published 2017-07-01“…Results of the solution of a problem robust optimal designing of centrifugal impeller fitted with backward curved blades in the conditions of stochastic nature of the input data, the decision-making supports got by means of interactive computer system «Concept_Pro_St®» are presented…”
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883
Robust Control of An Inverted Pendulum System Based on Policy Iteration in Reinforcement Learning
Published 2023-12-01“…Second, based on the theory of robust optimal control, the robust control of the uncertain linear inverted pendulum system is transformed into an optimal control problem with an appropriate performance index. …”
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884
Heuristic techniques for the design of ultra wideband antenna
Published 2009“…The efforts made in this thesis are dedicated to paving the way for a robust optimized design of a UWB antenna system. Since a basic design procedure is completed by four key ingredients: input model, characterization, evaluation and then optimization, all of them are in the scope of our study while special emphases are paid on the methods for characterization and optimization.…”
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885
Optimal Robust Controller Design for Heartbeat System
Published 2016-08-01“…The approach key is to reflect the uncertainty bound in the cost function, and the solution to the optimal control problem is a solution to the robust control problem. The robust optimal control strategy is applied for nonlinear heart system; different structures of uncertainties have been sought. …”
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886
Robust phase-controlled gates for scalable atomic quantum processors using optical standing waves
Published 2023-03-01“…The scheme is compatible with robust optimal control techniques and spatial qubit addressing in atomic arrays to realize phase controlled operations without the need for tight focusing and precise positioning of the control lasers. …”
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887
Modelling and robust control of a flexible beam Quanser experiment
Published 2008-03-01“…In this paper, the robust optimal model matching control design method is applied to a flexible beam Quanser experiment. …”
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888
A Fault Tolerant Approach to Anti-windup Gain Implementation
Published 2009-07-01“…Fault detection filters design is done, by means of robust optimal control in H2/H[1] techniques, based on linear matrix inequalities. …”
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889
Robust stabilization of nonlinear systems via normalized coprime factor representations
Published 1998“…We use this theory to generalize the linear theory of normalized coprime factor robustness optimization to the case of affine input nonlinear systems. …”
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890
Modeling and Speed Tuning of a PMSM with Presence of Fissure Using Dragonfly Algorithm
Published 2020-12-01“…This paper presents a robust trajectory tracking control for a Permanent Magnet Synchronous Motor (PMSM) with consideration a fault, parametric uncertainties and external disturbances by effectively integrating robust optimal linear quadratic control. One kind of fault is considered in the machine, particularly the presence of fissure rotor. …”
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891
Recent Advances in Harris Hawks Optimization: A Comparative Study and Applications
Published 2022-06-01“…In this review research, we focused on the applications and developments of the recent well-established robust optimizer Harris hawk optimizer (HHO) as one of the most popular swarm-based techniques of 2020. …”
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892
KaIDA: a modular tool for assisting image annotation in deep learning
Published 2022-08-01“…Deep learning models achieve high-quality results in image processing. However, to robustly optimize parameters of deep neural networks, large annotated datasets are needed. …”
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893
Algorithmic trading with model uncertainty
Published 2017“…We provide analytical solutions for the robust optimal strategies, show that the resulting dynamic programming equations have classical solutions, and provide a proof of verification. …”
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894
Adaptive Optimal Control of CVCF Inverters With Uncertain Load: An Adaptive Dynamic Programming Approach
Published 2021-01-01“…Different from existing literature, the load is treated as a dynamic uncertainty and a robust optimal state-feedback controller is proposed. …”
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895
Large-Scale Expensive Optimization with a Switching Strategy
Published 2022-09-01“…Some optimization problems in scientific research, such as the robustness optimization for the Internet of Things and the neural architecture search, are large-scale in decision space and expensive for objective evaluation. …”
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896
Recurrent neural network based optimal integral sliding mode tracking control for four‐wheel independently driven robots
Published 2021-07-01“…Abstract This paper investigates robust path tracking issue of the four‐wheel independent driven robot (FWIDR) under time‐varying system uncertainties and unavoidable external disturbances. A robust optimal integral sliding mode tracking control (OISMTC) scheme based on double feedback recurrent neural network (DFRNN) is proposed for the FWIDR system. …”
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897
Robust Collision Avoidance via Sliding Control
Published 2020“…Keywords: Trajectory; Electron tubes; Uncertainty; Robustness; Optimization; Adaptation models…”
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898
Big Five Personality Assessment Using KNN method with RoBERTA
Published 2022-11-01“…Other features such as LIWC (Linguistic Inquiry Word Count), Information Gain, Robustly Optimized BERT Approach (RoBERTa), and hyperparameter tuning can improve the performance of the systems we build. …”
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899
A novel robust iterated CKF for GNSS/SINS integrated navigation applications
Published 2023-07-01“…An effective solution that employs a novel iterative sigma-point structure with a modified robustness optimization approach for enhancing the error compensation effectiveness and robustness of filters utilized in GNSS challenge conditions is proposed in this paper. …”
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900
AeroSandbox: A Differentiable Framework for Aircraft Design Optimization
Published 2022“…By combining these efficient gradient calculations with robust optimizers such as IPOPT, multidisciplinary aircraft design problems of practical interest can be solved in seconds. …”
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Thesis