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通过动态重新分配预算来提高大型实例集的算法选择管道的性能

Quentin Renau1, Emma Hart2

  • 1School of Computing, Engineering and the Built Environment, Edinburgh Napier University, UK q.renau2@napier.ac.uk.

Evolutionary computation
|December 19, 2025
PubMed
概括

本研究引入了一个改进的算法选择 (AS) 管道. 它可以在容易或停滞的实例上节省计算预算,并将其重新分配给其他实例,从而提高批量和流数据的整体性能.

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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