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Optimizing Client Participation in Communication-Constrained Federated LLM Adaptation with LoRA. [PDF]
Sensors (Basel)Solat F, Lee J.
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Selection-of-the-best procedures for optimization via simulation
Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304), 2002We propose fully sequential indifference-zone selection procedures that are specifically for use within an optimization-via-simulation algorithm when simulation is costly and partial or complete information on solutions previously visited is maintained.
J. Pichitlamken, B.L. Nelson
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A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection
IEEE Transactions on Automatic Control, 2016zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhang, Si +4 more
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Simulation and parameter optimization of the key working procedure of engine box
2014 IEEE International Conference on Automation Science and Engineering (CASE), 2014The engine box and the bearing cover have high concentricity requirements. In response to this, cutting parameter optimization of the main bearing bore boring process is presented. Combined with the processing requirements and processing characteristics of the main bearing bore boring process, the three-dimensional finite element model was established ...
Chengyan Zhang +3 more
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A multiquadrics-based algorithm for the acceleration of simulated annealing optimization procedures
IEEE Transactions on Magnetics, 1996A procedure to significantly reduce the computational cost of the simulated annealing optimization algorithm coupled with analysis methods is proposed for EM devices. The chosen approach relies on the application of the simulated annealing method to an analytical approximation of the true objective function, expressed in the form of a multiquadric ...
Alotto P +3 more
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Industrial & Engineering Chemistry Research, 2021
High computational loads, time-consuming convergence, and simulation crashes are common when using process simulators for flowsheet optimization.
Vahid Khezri +3 more
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High computational loads, time-consuming convergence, and simulation crashes are common when using process simulators for flowsheet optimization.
Vahid Khezri +3 more
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The Journal of the Acoustical Society of America, 2008
The wide use of psychometric assessments and the time necessary to conduct comprehensive psychometric tests has motivated significant research into the development of psychometric testing procedures that will provide accurate and efficient estimates of the parameters of interest.
Jeremiah J, Remus, Leslie M, Collins
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The wide use of psychometric assessments and the time necessary to conduct comprehensive psychometric tests has motivated significant research into the development of psychometric testing procedures that will provide accurate and efficient estimates of the parameters of interest.
Jeremiah J, Remus, Leslie M, Collins
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Computational Materials Science, 2010
Abstract The performance of the molecular dynamics (MD) simulations to obtain the structure of silica glasses containing different concentrations of alkali oxides has been tested. An optimal MD simulation procedure (including cooling cycle, MD constants and ensemble used) has been developed by means of experimental design methodologies (DOE), firstly
POTA, Marco +5 more
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Abstract The performance of the molecular dynamics (MD) simulations to obtain the structure of silica glasses containing different concentrations of alkali oxides has been tested. An optimal MD simulation procedure (including cooling cycle, MD constants and ensemble used) has been developed by means of experimental design methodologies (DOE), firstly
POTA, Marco +5 more
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Progress in Nuclear Energy, 2008
Abstract Numeric models of the IRIS reactor pressurizer having either two or three volumes were employed to simulate a typical out-surge transient. The vapor volume may contain liquid drops. Vapor bubbles can be generated in the liquid volume. The mass, the energy, the constitutive, and the state equations, represent all relevant phenomena.
David A. Botelho +5 more
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Abstract Numeric models of the IRIS reactor pressurizer having either two or three volumes were employed to simulate a typical out-surge transient. The vapor volume may contain liquid drops. Vapor bubbles can be generated in the liquid volume. The mass, the energy, the constitutive, and the state equations, represent all relevant phenomena.
David A. Botelho +5 more
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2012 IEEE International Conference on Automation Science and Engineering (CASE), 2012
How to maximize the probability of correctly selecting the top-m designs out of k designs under a computing budget constraint is crucial in simulation optimization. We develop a new procedure to be more efficient and robust than existing ones. The asymptotic convergence rate of this new procedure achieves higher convergence rate than others in correct ...
Si Zhang +4 more
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How to maximize the probability of correctly selecting the top-m designs out of k designs under a computing budget constraint is crucial in simulation optimization. We develop a new procedure to be more efficient and robust than existing ones. The asymptotic convergence rate of this new procedure achieves higher convergence rate than others in correct ...
Si Zhang +4 more
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