Guidelines for benchmarking of optimization-based approaches for fitting mathematical models

Abstract Insufficient performance of optimization-based approaches for the fitting of mathematical models is still a major bottleneck in systems biology. In this article, the reasons and methodological challenges are summarized as well as their impact in benchmark studies. Important aspects for achi...

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Bibliographic Details
Main Author: Clemens Kreutz
Format: Article
Language:English
Published: BMC 2019-12-01
Series:Genome Biology
Subjects:
Online Access:https://doi.org/10.1186/s13059-019-1887-9